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Microbes and Climate Change – Science, People & Impacts

Report on an American Academy of Microbiology Virtual Colloquium held on November 5, 2021
Washington (DC): American Society for Microbiology; .

ABSTRACT

Climate change is unarguably a critical existential threat to humanity in the 21st century. As the most abundant organisms on Earth, microorganisms make considerable contributions to and are greatly affected by a changing climate. Microbes are major drivers of elemental cycles (such are carbon, nitrogen, and phosphorus), important producers and consumers of greenhouse gases, and pertinent pathogens of humans, animals, and plants. While the threat of climate change looms large, conversations about the relationship between it and microorganisms are still rare outside of the microbial sciences community. To understand fully how our climate may change in the future, it is important to learn how a changing climate will impact microbes and their relationships with humans and their environment, as well as incorporate microbial processes into climate models.

This report is based on the deliberations of experts who participated in a colloquium on 5 November 2021 organized by the American Academy of Microbiology, the honorific leadership group and think tank within the American Society for Microbiology. These experts came from diverse disciplines and sectors and provided multifaceted perspectives and insights. Over the course of the discussion, the group made several major recommendations for academic, policy, and market partners to promote innovation for microbe-driven climate change solutions that support human well-being.

Front Matter

GOVERNORS, AMERICAN ACADEMY OF MICROBIOLOGY

Arturo Casadevall, M.D., Ph.D., Chair

Johns Hopkins Bloomberg School of Public Health

Carey-Ann Burnham, Ph.D.

Washington University School of Medicine

Gail H. Cassell, Ph.D.

Harvard Medical School

Lynn Enquist, Ph.D.

Princeton University

Mary Estes, Ph.D.

Baylor College of Medicine

Susan Golden, Ph.D.

University of California San Diego

Jay T. Lennon, Ph.D.

Indiana University

Denise Monack, Ph.D.

Stanford University School of Medicine

Barbara E. Murray, M.D.

University of Texas Health Science Center at Houston

Susan Weiss, Ph.D.

University of Pennsylvania

Alice S. Weissfeld, Ph.D.

Microbiology Specialists Inc.

Henry Neal Williams, Ph.D.

Florida A&M University

COLLOQUIUM STEERING COMMITTEE

James M. Tiedje, Ph.D., Chair

Michigan State University

Mary Ann Bruns, Ph.D.

Penn State University

Arturo Casadevall, M.D., Ph.D.

Johns Hopkins Bloomberg School of Public Health

Eric Davidson, Ph.D.

University of Maryland Center for Environmental Science

Pamela Silver, Ph.D.

Harvard Medical School

COLLOQUIUM PARTICIPANTS

Rita R. Colwell, Ph.D., D. Sc.

University of Maryland

Craig Criddle, Ph.D.

Stanford University

Timothy Donohue, Ph.D.

University of Wisconsin Madison

Emiley Eloe-Fadrosh, Ph.D.

Joint Genome Institute, Berkeley Lab

Paul Falkowski, Ph.D.

Rutgers University

Simon Frost, DPhil, Sc.D., M.A.

Microsoft Health

Ferdi Hellweger, Dr. Eng. Sc., M.S., B.S.

Technical University of Berlin

Tori M. Hoehler, Ph.D.

NASA Ames Research Center

Janet K. Jansson, Ph.D.

Pacific Northwest National Laboratory

Adam Jones, Ph.D.

Gordon and Betty Moore Foundation

Sunny Jiang, Ph.D.

University of California Irvine

David Karl, Ph.D.

University of Hawai'i

Gary M. King, Ph.D.

Louisiana State University

Erin K. Lipp, Ph.D.

University of Georgia

Mike Lynch, M.D., Ph.D.

DMC, Inc. and Duke University

Jennifer B.H. Martiny, Ph.D.

University of California Irvine

Gary E. Machlis, Ph.D.

Clemson University

Margaret McFall-Ngai, Ph.D.

University of Hawai i at M noa

Victoria McGovern, Ph.D.

Burroughs Wellcome Fund

Virginia Rich, Ph.D.

The Ohio State University

Ted Schuur, Ph.D.

Northern Arizona University

Debjani Sihi, Ph.D.

Emory University

John R. Spear, Ph.D., M.S., B.A.

Colorado School of Mines

Willy Verstraete, Ph.D.

University of Ghent

Antarpreet Jutla, Ph.D.

University of Florida

Jizhong Zhou, Ph.D.

University of Oklahoma

Executive Summary

Climate change is unarguably a critical existential threat to humanity in the 21st century. As the most abundant organisms on Earth, microorganisms make considerable contributions to and are greatly affected by a changing climate. Microbes are major drivers of elemental cycles (such are carbon, nitrogen, and phosphorus), important producers and consumers of greenhouse gases, and pertinent pathogens of humans, animals, and plants. While the threat of climate change looms large, conversations about the relationship between it and microorganisms are still rare outside of the microbial sciences community. To understand fully how our climate may change in the future, it is important to learn how a changing climate will impact microbes and their relationships with humans and their environment, as well as incorporate microbial processes into climate models.

This report is based on the deliberations of experts who participated in a colloquium on 5 November 2021 organized by the American Academy of Microbiology, the honorific leadership group and think tank within the American Society for Microbiology. These experts came from diverse disciplines and sectors and provided multifaceted perspectives and insights. Over the course of the discussion, the group made several major recommendations for academic, policy, and market partners to promote innovation for microbe-driven climate change solutions that support human well-being.

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Societal Recommendations are expansive considerations to improve human well-being that encompass academic, industrial, civil, and policy solutions with an emphasis on social justice and equity

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Major Recommendations.

Introduction

In 1975, geochemist Wallace Broecker first introduced the terms climate change and global warming to highlight the possible impact of increasing carbon dioxide (CO2) levels to raise the global temperature (Broecker 1975). Only 4 years later, the National Academy of Sciences ad hoc committee on CO2 and climate stated, “If carbon dioxide continues to increase, the study group finds no reason to doubt that climate changes will result and no reason to believe that these changes will be negligible” (National Research Council 1979). Since then, the impacts of CO2 on global temperature and climate have confirmed scientists' initial hypothesis—anthropogenic activities releasing CO2 into the atmosphere have changed the Earth's climate and thus the way of life for all those living on the planet.

Climate change is one of the most significant threats to humanity in the 21st century

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Climate change is one of the most significant threats to humanity in the 21st century.

Climate change adversely impacts water quality, food security, and global economies. The World Health Organization (WHO) states that it is the “biggest health threat facing humanity” (WHO 2021). Humans' actions such as burning of fossil fuels, deforestation, and rapid population growth have clearly contributed to climate change. These actions have increased concentrations of greenhouse gases, which, in turn, have increased the Earth's temperature and altered the climate globally (IPCC 2021, Full Report). To understand the scientific state of the planet, the Intergovernmental Panel on Climate Change (IPCC) formed in 1988 as an international panel of scientists to collect comprehensive climate change information for governments to use to develop climate policies. The recent report from the IPCC found changes to Earth's climate in every region of the world, noting the unprecedented scale and speed in warming of the planet's surface over the last 200 years (IPCC 2021, Summary for Policymakers). Impacts of increased temperature, precipitation, and pollution are felt by all life on Earth, including microbes.

Microorganisms are the most abundant and diverse organisms on Earth (Locey and Lennon 2016). Microbes include viruses, bacteria, archaea, fungi, algae, and protozoa and are found in all areas of the planet, including terrestrial, urban, atmospheric, subsurface, and aquatic ecosystems. While small, microbes' contributions to the planet's climate are momentous because of their sheer numbers. Microbes are major drivers of global geochemical cycling, critical symbionts of global crops, and important producers and consumers of greenhouse gases (Table 1). In spite of microbes' many impacts on and responses to climate change, few outside the microbial science community include microbial activities in their conversations about climate change or in their predictive models.

Table 1

Table 1

Key Features of Greenhouse Gases Produced and Consumed by Microorganisms

To improve coordination between climate science and microbiology, in 2011 the American Academy of Microbiology, which is the honorific leadership group and scientific think tank within the American Society for Microbiology, hosted a colloquium entitled “Incorporating Microbial Processes Into Climate Models” to bridge the gap between two seemingly dissimilar fields. To continue the conversation, the Academy and American Geophysical Union (AGU) jointly published a report specifically about the relationship between microbes and climate change in 2016. Ten years after the initial colloquium, it is evident that while some progress has been accomplished, microbial activities are not fully being incorporated into the understanding and modeling of climate change.

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Microorganisms are the most abundant and diverse organisms on Earth

Cyanobacteria, also known as Cyanophyta on water surface

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Cyanobacteria, also known as Cyanophyta on water surface. Algal blooms can become a danger to humans and animals.

Realization of the continued need to incorporate microbial activities into climate change assessments and the sense of great urgency outlined in the latest IPCC report prompted the Academy to select climate change as the topic of focus in the Academy's 5-year scientific portfolio. The portfolio emphasizes promoting the understanding of the relationships between microbes and climate change and building a scientific framework to inform climate change policies and market innovations. To build a foundation for this portfolio, the Academy hosted the colloquium “Microbes & Climate Change—Science, People, & Impacts.” This colloquium builds on the foundation from the two previous Academy colloquia and provides updates on the science as well as identifies key knowledge gaps that still exist. Experts from diverse fields, including biogeochemistry, civil engineering, environmental biology, industry, marine biology, policy, public health, systems biology, and microbiology, joined to discuss current understandings and highlight research, policy, and innovation priorities to answer the question, “how to incorporate microbial sciences in climate change initiatives and remediation processes?” Their diverse perspectives, insights, and recommendations have been captured in this report.

As our climate changes, so will the microorganisms that inhabit the planet. Having adapted to the shifts in Earth's climate for over 3 billion years, microbes are resilient and will evolve accordingly. Unfortunately, humans are slower to adapt. We must appreciate the links between human, animal, environmental, and microbial health as an important part of confronting this significant threat (Nguyen and Casadevall 2021). As climate change presents unprecedented challenges to humanity, we need novel ideas, unconventional approaches, and progressive innovations. Building on current knowledge, expanding our understanding of microbes, and implementing sustainable and microbe-based innovations are important actions to help contain climate change, combat this urgent crisis, and promote human health and well-being worldwide.

Acropora also known as staghorn coral, turning white by the coral bleaching effects due to global warming and climate change

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Acropora also known as staghorn coral, turning white by the coral bleaching effects due to global warming and climate change.

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How to Use this Report.

Expanding Our Current Understanding of Microbial Ecosystems And Climate

Decades of research have explored the relationship between microbes and their ecosystems. The advent of sequencing and metagenomics uncovered the plethora of microbes present in aquatic, terrestrial, and urban environments. While researchers may understand which microbes are present in the environment, less is known about what the microbes are doing in each environment and how a change in climate will impact microbial communities and their ecosystem functions. Microbes drive many of the elemental flows, such as carbon, nitrogen, and phosphorus, on the planet (Figure 1). They also consume and produce the gases involved in global warming (Table 1). Climate change-induced variations in temperature, humidity, or elemental flux can have large impacts on microbial community structure and metabolic activity (Xue et al. 2016; Zhou et al. 2012; Woodcroft et al. 2018). Understanding the impacts of climate change on microbes and their fluxes of carbon dioxide (CO2), methane (CH4), and nitrous oxide (N2O) in diverse environments will be key to elucidating how microbes will respond within their local community as well as the broader human community.

Figure 1. Microorganisms in terrestrial, urban, and aquatic environments consume and generate important greenhouse gases, CO2, CH4, and N2O.

Figure 1

Microorganisms in terrestrial, urban, and aquatic environments consume and generate important greenhouse gases, CO2, CH4, and N2O. Terrestrial microbes decompose organic matter, providing nutrients for plants and producing these three gases. Aquatic microbes (more...)

Terrestrial

The question of how increased soil temperature will impact soil microbial communities and activities has important implications for food security and global carbon and nitrogen cycling. Studies indicate that climate changes, such as increased temperature, elevated atmospheric CO2 concentration, increased N deposition, extreme storm events, and flooding or drought conditions, significantly alter microbial community compositions and structure (Figure 2). Indeed, Zhou et al. reported that “warming markedly shifted both the functional and phylogenetic structures of [soil] microbial communities,” which can lead to novel, nonadditive communities and processes emerging (Zhou et al. 2012; Xue et al. 2016).

Changes in diversity can arise as fast-growing bacteria are selected for, altering the dynamics in microbial community structure (Guo et al. 2018). Yet, how climate warming affects microbial alpha-diversity (e.g., species richness), especially of viruses, remains elusive. Long-term field exposure of a grassland ecosystem to elevated CO2 dramatically altered the composition, structure, and potential interactions of grassland soil microbial communities (He et al. 2010; Zhou et al. 2010; Zhou et al. 2011). Most studies focus on the taxonomic diversity of bacteria and fungi, and there are few data about the soil virome. These studies also only examine surface soils in the upper 15 to 20 cm of soil (Ramesh et al. 2019). Less is known about subsurface microbiomes and how these communities are impacted by climate changes (Han et al. 2017). Significant increases in storage of microbial biomass carbon in deep soils may be required to reduce atmospheric CO2 concentrations; thus, research on viromes and subsurface microbial communities is needed to understand which microbes are present and their metabolic and residual impacts in these environments (Brewer et al. 2019; Dynarski et al. 2020).

For the microbes that are known to be present in soil, much remains unknown about the specific role(s) each species plays within the microbial community, thus limiting our ability to predict how these communities will react to the shifts induced by climate change. Previous studies have lacked an understanding of the alterations in genetic and functional diversity of microbial communities due to warming and the interactions between warming and other environmental factors. To elucidate what these microbes are doing in their ecosystem and how they are interacting with each other, studies exploring the causation—rather than just relying on correlation—are needed to understand the mechanisms driving shifts in microbial communities. This will include taking a “genes-to-ecosystems” approach to shed light on these questions. These research priorities can inform climate models and policies that address climate changes' impacts (Nash Suding et al. 2003).

Besides temperature, climate change induces additional changes in soil properties like porosity and pH and increases chances of fires, droughts, or flooding that physically and chemically disturbs the soil (Figure 2) (Cook et al. 2015; Hart et al. 2005). Though microbes have evolved ways to survive drought stress, shifts in plant life that are more fire or drought resistant will subsequently alter the root-associated microbial community (Barnard et al. 2013; Naylor and Coleman-Derr 2018; de Vries et al. 2018). Drier and hotter soils also lead to decreased microbial diversity and richness that, in turn, can decrease overall productivity (McHugh et al. 2017; Schimel 2018). Excess rain resulting from increases in severe storms can lead to soil erosion, increased nutrient leaching, and even anaerobiosis that can result in CH4 and N2O production.

Figure 2. Climate change induces alterations in soil microbial communities.

Figure 2

Climate change induces alterations in soil microbial communities. Bacteria (red), archaea (blue), and fungal hyphae (green) in the center are impacted by changes in temperature, precipitation, storms, soil organic carbon (SOC), and greenhouse gases, leading (more...)

Warming and physical changes to soil can affect nutrient availability and cycling by microbes, which will have unknown cascading effects on the environment (Andrade-Linares et al. 2021). Microorganisms consume and produce the key greenhouse gases CO2, CH4, and N2O, which contribute to global warming (Table 1). Altered microbial respiration or denitrification rates of soil microbes because of climate change can affect microbial metabolism and nutrient feedback loops, leading to unreliable quantification of these major greenhouse gases that can hinder mitigation strategies (Tian et al. 2020). For example, warming of permafrost offers a glimpse of how changes in the soil can dramatically alter carbon pools (see permafrost warming case study) (Figure 3). As permafrost thaws, it releases stored carbon that microbes can use for respiration or the production of CH4 through methanogenesis. These actions can create a positive-feedback loop that increases carbon levels in the atmosphere. More research is needed to understand how changes in microbial metabolism alter the elemental flows of the planet. Higher temperatures are associated with increased metabolic rates (Brown et al. 2004), but the impacts of shifting metabolic kinetics on microbial communities remain poorly studied. Studying how changes in nutrient and carbon availability impact the bacterial, fungal, protisan, and viral communities and how that feeds back into climate change is vital for predicting future climate change impacts for the planet and humans.

Figure 3. Microbial activity of permafrost consumes (methanotrophy, photosynthesis) and produces (respiration, methanogenesis) greenhouse gases.

Figure 3

Microbial activity of permafrost consumes (methanotrophy, photosynthesis) and produces (respiration, methanogenesis) greenhouse gases.

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Case Study:

Studies focused on monitoring microbiomes over time during periods of warming are needed as well. Unlike most studies that take a “snapshot” of the microbial community, long-term experiments of globally distributed ecosystems will afford information about microbial evolution and ecological dynamics (Vicca et al. 2018). The research community must work with colleagues across disciplines (e.g., botany, ecology, soil science, and geology) to establish consistent protocols and experimental methodologies across different soil depths and time points to provide broad insights from local and regional experiments. This allows ecosystem models to incorporate microbiome information effectively and therefore improve long-term projections of climate change-associated dynamics (Kreft et al. 2017). For example, longer-term (over 10 years) studies of temperate grasslands in Oklahoma, USA, found that warming increased microbial network complexity and stability as well as enhanced microbial succession and temporal scaling of the bacterial and fungal taxonomic and phylogenetic diversity (Guo et al. 2018; Guo et al. 2019; Yuan et al. 2021). These studies can inform biodiversity preservation and land management strategies worldwide.

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Microorganisms consume and produce the key greenhouse gases CO2, CH4 and N2O that contribute to global warming

Urban

Over 50% of the world's population lives in urban areas (https://www.urbanet.info/world-urban-population/). Microorganisms' impact on urban environments is also influenced by climate change. Warming accelerates microbial corrosion of civil infrastructure. Microbial adherence and metabolic activity on surfaces lead to microbiologically influenced corrosion (Videla and Characklis 1992; Gaylarde et al. 2003; Little et al. 2020). Microbial biofilms directly attach to surfaces, while sulfate-reducing bacteria or methanogens can cause corrosive metal loss (Huttunen-Saarivirta et al. 2012; Li et al. 2016; Jia et al. 2019; Tan et al. 2017). Weak organic and inorganic acids produced by bacteria, fungi, and algae damage concrete and lower the pH of the environment to allow additional microbial colonization (Wei et al. 2014). Microbe-induced damages cost millions to billions of dollars and can even release greenhouse gases that accelerate climate change (Sanchez-Silva and Rosowsky 2008; Conley et al. 2016). Additionally, microbial activity leading to changes in temperature, precipitation, humidity, and soil conditions may directly damage infrastructure. More research about the role of microbes in the corrosion or repair of man-made structures under climate change conditions is needed (Little et al. 2020).

Changes in precipitation and temperature also alter urban areas' groundwater chemistry and levels of dissolved organic carbon (McDonough et al. 2020). This alters nutrient availability and redox conditions, causing shifts in microbial communities that may increase the survival of pathogens (Retter et al. 2021; Danczak et al. 2018). Flooding, which is expected to increase as a result of climate change, raises the risk of exposure of humans to pathogens (Ahern et al. 2005; Taylor et al. 2011). Urban areas are more vulnerable to flooding because of the lack of greenspace for rainwater runoff. Stagnant water in flooded areas has been associated with increased transmission of vector-borne diseases, and flooded homes increase exposure to mold (El Sayed et al. 2000; Sáenz et al. 1995; Andersson et al. 1997; CDC 2006). Floods also promote the redistribution and mixing of microorganisms, helping drive horizontal gene transfer and assembly of new microbial communities that can result in unknown and unexpected cascading effects (Deng et al. 2019). Research is needed to understand how microbial populations are altered by flooding to inform flood cleanup policies and procedures.

Sewage and wastewater systems are especially susceptible to microbiologically influenced damage and the impacts of climate change (Davis et al. 1998; Okabe et al. 2007). Sewage treatment relies on microbial metabolic activities to degrade waste, producing CO2, CH4, and N2O, which contribute to climate change (Table 1). A recent study shows that temperature and organic input play critical roles in controlling global spatial turnovers of bacterial communities in wastewater treatment plants (Wu et al. 2019). Elevated temperatures have also triggered Legionella pneumophila (agent of Legionnaires' disease) overgrowth and dramatic changes in treatment system microbial communities, resulting in failure of wastewater treatment and Legionnaires' disease contracted from treatment plants (Kusnetsov et al. 2010; Caicedo et al. 2020; Caicedo et al. 2019). Warming also increases snow melting periods and influent flow rates, which along with increased precipitation and storms can lead to flooding of untreated sewer overflows, exposing people to possible pathogens in wastewater (Schalk et al. 2012; Plósz et al. 2009; Zouboulis and Tolkou 2015). Because climate change is expected to make these events more prevalent in the future, research and innovations are needed to adapt current wastewater treatment plants to be more resilient and sustainable (Verstraete et al. 2022).

Vulnerable, minority, and lower-income communities are especially exposed to climate change-associated impacts because they tend to live in “more polluted, less secure, and high-risk environments” that drive inequitable microbial exposure (Brulle and Pellow 2006; Ishaq et al. 2019). For example, Black and poor communities were disproportionately affected by flooding from Hurricane Katrina in Louisiana, USA, in 2005 (Zoraster 2010). Higher rates of bacterial contamination in drinking water have also been found in immigrant and low-income communities, hurting community health (Calderon et al. 1993; Ciesielski et al. 1991). This “microbial injustice” stemming from the unjust and disproportionate microbial exposures and risks of vulnerable communities will worsen as climate change increases the frequency and/or intensity of storms (Ishaq et al. 2019).

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Case Study:

Aquatic

Aquatic environments cover more than 70% of Earth's surface. Marine, freshwater, and intertidal ecosystems are home to diverse animal, plant, and microbial species and are vital for humans' well-being and health. Aquatic systems provide us with water for drinking and cleaning as well as a source of food. As in terrestrial environments, climate change causes major impacts to temperature in aquatic ecosystems. Global sea surface temperature has steadily increased (NOAA). Warmer oceans can lead to formation of stronger storms and flooding, decreased ocean life and biodiversity, and altered elemental flux by marine microorganisms. Research is needed to understand and predict what types of cascading effects warming of oceans will have on aquatic and terrestrial life.

Climate change alters marine carbon pools. The marine carbon pump uses microbial processes to sequester large amounts of carbon in the deep ocean, helping regulate atmospheric CO2 levels (Figure 4) (Volk and Hoffert 1985; Falkowski et al. 1998). But warming may reduce the amount of carbon oceans can sequester (Laufkötter et al. 2016). Actions of the microbial loop and viral shunt drive carbon cycling in the oceans, though there is a current lack of understanding about microorganisms in deep ocean systems (Azam et al. 1983). Ocean warming impacts microbial communities, which, in turn, affect the overall balance between carbon sequestration and release of CO2 (Cavan et al. 2019; Wohlers et al. 2009). Studies to uncover how microbial community composition and carbon cycling are impacted by ocean warming under different conditions and in diverse regions will be important to inform Earth climate models and environmental management strategies.

Figure 4. Marine microbes recycle and sequester carbon in the marine carbon pump.

Figure 4

Marine microbes recycle and sequester carbon in the marine carbon pump. Microbial respiration and bacterial lysis provide carbon to marine life, while the viral shunt and photosynthesis lead to carbon sedimentation and storage on the ocean floor.

Climate-associated changes to microbial actions impact marine life. For example, corals rely on symbiotic microbial communities composed of bacteria, archaea, algae, viruses, and fungi (Taylor et al. 2020; Thurber et al. 2017). Photosyntethic algae provide corals with many of their nutrients as well as their virbrant colors (Taylor et al. 2020). Warming temperatures and increased ocean acidification induce coral bleaching and destabilize coral microbiomes (see coral bleaching case study) (Figure 5) (Hoegh-Guldberg et al. 2007; Lesser et al. 2015). Without their symbionts, corals become less resilient and more prone to infections (Carilli et al. 2009; Anthony et al. 2011; Ben-Haim et al. 2003). Because corals are foundational for many benthic ecosystems, the loss of coral systems because of climate change and altered microbiota has devastating cascading impacts on benthic biodiversity (Bell 2008). More research integrating climate, corals, and their associated microbiome into models is necessary to understand the full impact of ocean warming on marine life (Asner et al. 2020; Vega Thurber et al. 2020).

Figure 5. Healthy corals (left) have symbiotic microbial communities to provide them nutrients such as carbohydrates, amino acids, and vitamins as well as defense against pathogens.

Figure 5

Healthy corals (left) have symbiotic microbial communities to provide them nutrients such as carbohydrates, amino acids, and vitamins as well as defense against pathogens. Warming water and ocean acidification induce coral stress, causing a loss of their (more...)

Aquatic pathogens of humans are influenced by warmer temperatures, especially in coastal zones where humans and nature interface. Increased temperature expands pathogens' temporal and spatial ranges, increasing human exposure to these threats (IPCC 2022, Summary for Policymakers). Infections with Vibrio spp., opportunistic marine pathogens, are increasingly reported in higher latitudes and for a longer part of the year (see Vibrio case study) (Semenza et al. 2017). In freshwater environments, such as lakes, rivers, and wetlands, algal blooms have increased because of changes in nutrient loading, temperature, and precipitation levels (see algal bloom case study) (Paerl et al. 2014). Increased use of fertilizers in agriculture and higher levels of rainfall lead to nutrients, such as nitrogen and phosphorus, carried via runoff into streams and lakes. This escalation of nutrients, known as eutrophication, promotes a surge in cyanobacterial growth (Dolman et al. 2012; Harke et al. 2016). Excessive algal growth results in decreased oxygen levels, causing fish and aquatic life to die. Additionally, toxins released during algal blooms are a concern for human and environmental health since they can reduce local biodiversity and possibly weaken ecosystem resilience (Wilhelm et al. 2020). Understanding the complex relationship between climate change and aquatic pathogens will inform strategies to enhance public health and environmental management.

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Case study:

Bleached coral, Acoropora sp

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Bleached coral, Acoropora sp.

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Current Understanding of Microbial Ecosystemsand Climate Summary and Recommendations.

Microbes and Human Health

Human health is intricately linked to the environment. As climate changes in terrestrial, urban, and aquatic environments, the human, animal, and plant pathogens living in those environments must adapt, presenting opportunities for pathogens to move about and evolve in unknown ways that may increase virulence and host-range. Shifts in temperature, precipitation, humidity, CO2 concentrations, and nutrient availability can increase water and food-borne infections as well as the risk of zoonotic diseases. A One Health approach that connects pathogen genomic sequencing and surveillance with public health policies is needed to understand the impacts of climate change on the environment, microbes, and human health.

Pathogen Adaptations for a Changing Environment

Earth has experienced past epochs of extreme atmospheric and temperature fluctuations. Over 3.5 billion years ago, cyanobacteria emerged with the ability to photosynthesize and produce free O2 (Baumgartner et al. 2019). Consequently, Earth experienced a sharp rise in oxygen accumulation in the atmosphere, referred to as the “Great Oxidation Event” or “Great Oxygenation Event,” approximately 2 billion years ago (Olejarz et al. 2021). That event is a powerful example of how microbial life can change our planet. While the Great Oxidation Event resulted in a mass extinction of anaerobic life, these conditions also presented an opportunity for aerobic multicellular life to flourish (Schirrmeister et al. 2013). In turn, increased oxygen oxidized atmospheric methane, decreasing this greenhouse gas and lowering global temperature, resulting in the first Ice Age (Tang and Chen 2013). Since then, the planet has undergone multiple eras of warming and cooling, with microorganisms witnessing and evolving throughout all the swings in temperature and climate. Today's pathogens arose from these historical changes, and as Earth's climate continues to change because of anthropogenic activities, understanding how pathogens will adapt and what novel pathogens will emerge in response to these changes will be necessary to protect human health.

Climate change will introduce microbes to novel environments and force humans to adapt to new circumstances. The impact of novel environmental conditions on pathogenesis remains unknown. Alterations in temperature, precipitation, and nutrient availability will undoubtedly affect microbial metabolism and nutrient cycling, which can impact colonization and virulence (Hofreuter et al. 2008; Nuccio and Bäumler 2014). Research addressing how pathogens' metabolic activities, enzyme functions, and community dynamics change in response to changing temperature and nutritional status is needed.

Humans are expanding into novel natural environments as well, increasing exposure to pathogens (Figure 6). This, coupled with the environmental changes noted above, raises the possibility of zoonotic spillover events and increased interactions with possible animal reservoirs. Fortunately, surveillance studies can help inform the public health responses to zoonotic and new diseases. The National Wastewater Surveillance System implemented by the Centers for Disease Control and Prevention (CDC) during the COVID-19 pandemic helped notify local communities of upcoming rises in COVID-19 cases, affording them more time to prepare (CDC). As humans and animals increasingly interact, surveillance studies also allow for tracking of “spillback” events in which humans reintroduce pathogens back to wildlife. This provides a reservoir for zoonotic pathogens to adapt, acquire new mutations, and establish emerging features that may impact virulence (Fagre et al., 2021; Kuchipudi et al. 2021). Real-time genomic sequencing and surveillance systems of current and emerging pathogens coordinated between those in epidemiology, clinical labs, and public health are critical to protect human health.

Figure 6. Exposures to zoonotic pathogens increase with greater frequency of human and animal interactions.

Figure 6

Exposures to zoonotic pathogens increase with greater frequency of human and animal interactions. Microorganisms that naturally evolved with wildlife (left) can spill over to humans because of human expansion into natural habits (center) and increased (more...)

Novel environments also include increased spatial and temporal ranges. As temperature increases and climate changes, pathogens and vector species are expected to expand their regional distributions (Gorris et al. 2019; Hoegh-Guldberg et al. 2018). The IPCC reports increases in water and food-borne diseases from “climate-sensitive aquatic pathogens” such as Vibrio spp. that are being reported in higher latitudes, and infections are common for extended portions of the year (see Vibrio case study) (Semenza et al. 2017; IPCC 2022, Summary for Policymakers). Insect and mammalian vectors will alter their spatial range, permitting unprecedented mixing of animal species and the spread of microorganisms in new ways (Colón-González et al. 2021). Coinfections with pathogens (bacterial, fungal, or viral) in hosts allow for genetic exchange via horizontal gene transfer and the opportunity to share virulence genes or for highly antibiotic-resistant “superbugs” to emerge (Desai et al. 2013; Mentel et al. 2006). Additionally, a warmer environment is more similar to humans' body temperature. As zoonotic and opportunistic pathogens adapt to a warmer environment, it may inadvertently allow for increased infectivity and pathogenesis (see warm-adapted fungus case study) (Kimes et al. 2011). Investigation into how pathogens or vector hosts are evolving in their environments can inform climate change's impact on human exposure and public health risk.

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Microorganisms will also need to adapt to more extreme changes spurred by climate change, including storms. Warmer oceans and increased precipitation will result in stronger cyclones, hurricanes, typhoons, and flooding events (Field 2012). These storms can increase pathogen exposures in human populations, especially those of vulnerable communities (Ahern et al. 2005; Taylor et al. 2011; Anderson et al. 2021). Flooding events have been associated with increased incidents of mosquito-borne diseases such as malaria and dengue fever (Coalson et al. 2021). Storms can also impact and disrupt wastewater systems, leading to less effective treatment systems or overflows that expose untreated pathogens to the local community. The cascading effects of extreme storms remain poorly understood since these storms may drive pathogen mixing and evolution in novel ways. A new field of “disaster microbiology” could conceivably emerge to focus on the microbial impacts from ever-increasing severe storms and natural disasters. Paired with increased microbial surveillance systems, these data would be instrumental in informing models and One Health public policies.

In other regions of the world, climate change is expected to increase drought conditions. Dust from droughts may carry pathogens and microbial toxins, expanding their spatial range and endangering human health. To meet this challenge, airborne microbiome surveillance could provide a tool to monitor in real time for increases in airborne infectious agents just as wastewater surveillance systems have been used during the COVID-19 pandemic. This will be especially important as climate change impacts and alters global air currents. Another climate change-induced source of pathogens is permafrost. Global warming is associated with permafrost thawing (see permafrost warming case study), which may unlock novel pathogenic bacteria, fungi, or viruses or antibiotic resistance mechanisms frozen away for millennia. A 2016 outbreak of anthrax disease in Siberia has been associated with the release of Bacillus anthracis spores from thawed permafrost (Simonova et al. 2017; Stella et al. 2020). Research examining possible pathogens and their virulence mechanisms from extreme storms or permafrost samples will help inform biomedical studies to tackle novel pathogens uncovered because of climate change.

Pathogen Adaptations Based on Human Physiology

Infectious diseases are a leading cause of global morbidity (WHO 2020). Though improved sanitation, antibiotics, vaccines, and treatments have greatly reduced deaths from microbial infections, infectious diseases continue to have a substantial global socioeconomic cost (Fonkwo 2008). The Institute of Labor Economics estimated the cost of eight major microbial diseases (HIV/AIDS, malaria, measles, hepatitis, dengue fever, rabies, tuberculosis, and yellow fever) to be about $8 trillion (U.S.) and more than 156 million life years lost in a single year (Armitage 2021). Climate change will increase the cost and burden of infectious diseases on global populations, making the study of climate change's impact on pathogens vital to preserving human health.

Humans have many defenses against infectious agents, and these include both physical and immunological mechanisms. Endothermy is a major physical defense by which the human body temperature creates a thermal barrier for many microorganisms, including fungi (Robert and Casadevall 2009). As stated previously, warmer environments may select for pathogens that can better survive at body and fever temperatures, making them more difficult for the body to clear. Pathogens such as some fungi may adapt to a rise in temperature, making fungal human diseases more common over an expanded geographic range with global warming (see warm-adapted fungus case study) (Datta et al. 2009; Fernandes et al. 2016; Garcia-Solache and Casadevall 2010). For example, the fungal pathogen Candida auris is more heat tolerant than related Candida spp., and the emergence of C. auris as a human pathogen has been proposed to be associated with warming temperatures (https://www.cdc.gov/fungal/candida-auris/tracking-c-auris.html; Casadevall et al. 2019). Other thermal tolerant fungal pathogens are expected to emerge, especially as elevated global temperatures and increased storms allow for expanded fungal temporal and spatial range (Figure 7) (de Crecy et al. 2009; Konopka et al. 2019; Tedersoo et al. 2014; Robert et al. 2015; Nnadi and Carter 2021). Because fungal physiology is more similar to human physiology than that of bacteria, parasites, or viruses, there are limited treatments and no vaccines against fungal infections. Additional and expanded pathogen surveillance, especially for fungal pathogens, in the environment and animal reservoirs can aid in monitoring and preparing for climate-adapted infectious microbes (Casadevall 2020).

Figure 7. Climate change impacts the environment's temperature, precipitation, and frequency of storms, leading to possible alterations of fungal pathogens' virulence, temporal and spatial range, and host and vector susceptibility.

Figure 7

Climate change impacts the environment's temperature, precipitation, and frequency of storms, leading to possible alterations of fungal pathogens' virulence, temporal and spatial range, and host and vector susceptibility. The emergence of novel features (more...)

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Humans' innate immunity and adaptive immunity counteract microbial infections as well. But not all microorganisms are detrimental to human health: many human-associated microbes (called the human microbiome) have evolved a symbiotic relationship with humans by which microbes provide essential amino acids, nutrients, and vitamins and aid in tissue and immune system development (Belkaid and Hand 2014). Archaea, bacteria, fungi, protists, and viruses all compose the human microbiota, and these vary based on anatomical location (Robinson et al. 2010). Skin microbes help prevent colonization by pathogens and regulate inflammation (Lai et al. 2009; Buffie and Pamer 2013; Belkaid and Segre 2014; Byrd et al. 2018). The gut microbiome helps tune and form the adaptive and innate immune system (Lee and Mazmanian 2010; Naik et al. 2012; Buffie and Pamer 2013). Gut microbe populations release molecules that stimulate antimicrobial peptides (e.g., cryptdins and bacteriocins) or expression of immune responses in the intestines (Kobayashi et al. 2005; Ducluzeau et al. 1976; Cash et al. 2006; Smith et al. 2013). As on the skin, the gastrointestinal microbiome provides resistance to colonization by pathogenic microorganisms (Van der Waaij et al. 1971; Sekirov and Finlay 2009; Buffie and Pamer 2013). Further research about what microbes, especially viruses, are present in different anatomical parts of the body and their role in immunity and defense against pathogens is needed as a foundation for future biomedical research and possible disease treatments.

Shifts to the gastrointestinal microbiome can occur to make the host less resilient to pathogen colonization and disease. Changes in diet resulting from climate change, such as a transition from meat to insect proteins or different mineral contents of food grown in novel regions, may alter the stability, diversity, and community structure of the gut microbiome (Conteville et al. 2019; Catania et al. 2021). These alterations of the microbiome can make humans more susceptible to infections. For example, antibiotic treatment is associated with dysbiosis of the microbiome and increased intestinal infections, including Clostridioides difficile infections (Reeves et al. 2011; Buffie et al. 2012). Shifts in the ecology and environment because of climate change can indirectly impact gut microbiomes and have unknown cascading impacts on human health and resilience (Greenspan et al. 2020).

We may be seeing firsthand the impacts of altered microbiomes with the rise of allergies and autoimmune diseases (Pascal et al. 2018; Luca and Shoenfeld 2019; Xu et al. 2019; Ray and Ming 2020). Studies have linked the autoimmune diseases Crohn's disease and ulcerative colitis to gut microbiome dysbiosis resulting in reduced microbial community stability and diversity (Frank et al. 2007; Gevers et al. 2014). Additionally, climate change may be exacerbating allergies because of increased pollen and air pollution (Ziska et al. 2019; D'Amato et al. 2010). To help overcome microbiota dysbiosis and reduce allergy and autoimmune disease symptoms, some probiotics can help facilitate the restoration of the microbial community. Probiotics are defined by the Food and Agriculture Organization of the United Nations and the WHO as “live microorganisms which when administered in adequate amounts confer a health benefit on the host” (Hill et al. 2014). Yet much remains unknown about the underlying mechanism and safety of these microbial manipulation strategies (Yang et al. 2014; Liu et al. 2018). More investigation of the mechanism of human-associated microbiota community structure and its relationship with human health is needed to guide future microbe-based treatments and innovations.

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Microbes and Human Health Summary and Recommendations.

Microbes and Human Well-Being

Besides human health, microbes impact multiple facets of life that influence human well-being; however, the relationship between microbes and human quality of life is not as well articulated to the public as much as the connection between microbes and health. Microbes impact agriculture, water safety, air quality, etc., and climate change affects microbial communities, which can have profound cascading effects on quality of life. These effects are especially felt by vulnerable communities that disproportionately bear the brunt of negative consequences resulting from climate change. Some of the effects with strong links to microbes are highlighted below as examples. Scientists must clearly communicate and engage with the public on the role of microbes in people's daily lives to inform them of possible microbial risks and empower them to understand how science can aid in creating a healthier future.

Food Supply, Safety, and Security

Microorganisms greatly impact food production and safety. Similar to their effects on human health, microbes act as both pathogens and promoters of plant and animal health. Plant pathogens decrease crop yield and quality, while beneficial plant microbiomes are associated with promoting plant health and protecting against plant pathogens (Savary et al. 2019; Pollak and Cordero 2020). The plant microbiome consists of microbes found in and on the plant's leaves, flowers, seeds, roots, and soil in the immediate vicinity of the roots (Figure 8) (Turner et al. 2013). Many of the plant microbiome's benefits arise from microbes in the roots and soil microbes associated with the root, called the rhizosphere. Root exudates provide nutrients for bacteria, fungi, algae, and protozoa that comprise the root microbiome, or “rhizobiome” (Vukanti et al. 2020). In return, these microbes supply nutrients to the plant. For example, symbiotic fungi of the Glomeromycota phylum enhance water and nutrient exchange in the roots via their hyphae, and many Rhizobium spp. colonize root cells of some plants of the legume family where they fix nitrogen that is used by the plant (Hause and Fester 2004). Because of the nutrient and carbon turnover by the rhizobiome, it presents a vital component of Earth's biogeochemical cycling. Thus, research about plant, soil, and rhizobiome dynamics should be included in Earth climate models for better predictions on climate change and carbon cycling (Philippot et al. 2008).

Figure 8. The crop-associated microbiome, which promotes plant health and nutrient availability, is impacted by environmental conditions and agriculture practice.

Figure 8

The crop-associated microbiome, which promotes plant health and nutrient availability, is impacted by environmental conditions and agriculture practice.

Climate change-induced warming and severe storms help expand the geographical and temporal range of plant pathogens (Anderson et al. 2004). For example, global warming allows persistence of crop pathogens that usually die off during times of frost. Increased diseases of crops are projected to cause food insecurity issues (Fisher et al. 2012). Fortunately, the plant microbiome provides multiple defenses against infections (Hacquard et al. 2017). These microbial communities secrete antibiotics and compete for essential nutrients, thus preventing pathogen colonization (van Elsas et al. 2012; Wei et al. 2015; Gu et al. 2020). Interestingly, rhizobiome communities in “consortia” can exert greater overall disease suppression in plants than a single microbial species, highlighting the importance of investigating the community diversity and structure of rhizosphere microbiomes (Mendes et al. 2011). Plant microbes also help induce plant hormones (called phytohormones) that induce a plant's immunity to pathogens and abiotic factors (Gray 2004). Phytohormones regulate plant growth, development, stress tolerance, and plant-plant and plant-microbe interactions (Miransari et al. 2012; Verma et al. 2016; Gill et al. 2016). Altered plant microbiomes or increased environmental abiotic stress because of climate change can affect the levels of phytohormones, which, in turn, could impact crop yield and pathogen resistance. Thus, the rhizobiome is an important mediator of crop health, but how climate change will impact local rhizobiome structure and diversity is less understood. Studies to elucidate the mechanisms that drive soil and rhizobiome microbial communities in diverse regions are needed to inform models and predict shifts in microbial dynamics that can impact crop production (Li et al. 2018).

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Microorganisms greatly impact food production and safety

Fluctuations in temperature, precipitation, and salinity may change soil's carbon sequestration abilities and physical properties, which may have ramifications for farming and land use practices. Research is needed to understand how climate change and the microbiomes of soil and plants influence soil functions, such as carbon sequestration or water-holding capacity, which can have a drastic impact on soil productivity and greenhouse gas production (National Academies of Sciences, Engineering, and Medicine 2021). For example, application of nitrogen-rich fertilizer followed by heavy rain and elevated temperatures promotes microbial denitrification that generates N2O gas, and excess fertilizer use leads to nonlinear increases in N2O emissions from agricultural soils (Saha et al. 2016; Shcherbak et al. 2014). Because environmental, microbial, and human activities are all interconnected (Figure 8), integration of data about agroecology, microbiology, climate, and land management is necessary to understand microbial dynamics, which, in turn, will impact soil production and greenhouse gas generation and inform future land use policies (Harkes et al. 2020).

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As the global population increases, the world will need sustainable and resilient methods to increase the food supply

As the global population increases, the world will need sustainable and resilient methods to increase the food supply. Decreased agricultural lands and crop yields result from temperature changes, flooding, or drought induced by climate change (El-Beltagy and Madkour 2012; Egamberdieva et al. 2017). Urbanization has also reduced available farmland. Exploiting plant-microbe interactions can support food security. Since plant-associated microbes play an essential role in plant health, these microbes can improve crop yield. Microbe-based innovations are one way microbes can help lessen climate change-induced food insecurity issues.

Besides issues with producing food, climate change negatively impacts food safety and security during the transportation from farm to table (Figure 9). Globalization allows food to travel farther around the planet, which also increases opportunities for contamination, rotting, and the transport of agricultural pests and pathogenic microbes. Increased warming can allow for outbreaks of pathogens or toxins in the food supply (Tirado et al. 2010; Liu et al. 2013). For example, fungi produce mycotoxins that contaminate human and animal feed stocks postharvest (see mycotoxin case study) (Tefera 2014; Kumar et al. 2017). Warming creates optimum temperatures (∼33°C) for mycotoxin production in temperate parts of the world (Paterson and Lima 2010). Because fresh foods like fruits and vegetables are prone to contamination and rot, there may be a shift to a diet with more highly processed foods that have a longer shelf life. But highly processed food is known to lead to a less diverse gut microbiome, which is associated with higher rates of obesity, infectious diseases, and mental health issues (Hilmers et al. 2012; Sonnenburg et al. 2016; Aoun et al. 2020; Dietert 2014; Valles-Colomer et al. 2019). Studies have shown that the lower-income communities have a higher exposure to processed food, which makes them more likely to suffer from the above-mentioned adverse health effects (French et al. 2019, Bleiweiss-Sande et al. 2020). Surveillance of stored and in-transit food is needed to track microbial contamination sources and build better food transportation infrastructure. Food storage and transportation strategies that address microbial contamination and microbial innovations, such as a “probiotic spray,” could preserve food for longer times in hotter temperatures. These steps will be critical to provide the global population safe and nutrious food that promotes their well-being and health.

Figure 9. Climate change's projected changes to the environment (bottom) will impact microbes that affect food safety and security.

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Climate change's projected changes to the environment (bottom) will impact microbes that affect food safety and security. Altered precipitation and humidity create conditions for more crop diseases and algal blooms that decrease agricultural and livestock (more...)

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Water and Air Quality

Water is essential for human life. Although water is common in our planet, not all water has equal value. Drinking water must be free of high levels of microbial and chemical contaminants (Prest et al. 2016). Higher temperatures are associated with increased levels of water-borne pathogens and cases of diarrheal disease (see Vibrio case study) (Checkley et al. 2000; Tirado et al. 2010). Contaminated drinking water is found more often in minority, immigrant, and low-income communities, which disproportionately negatively impacts their health and water safety (Calderon 1993; Ciesielski et al. 1991). Many pathogens can be transmitted through feces, making sewage and wastewater treatment facilities critical to removing pathogens from drinking water. These treatment plants use microbial and chemical actions to reduce the risk of pathogen exposure and spread of antibiotic resistance genes, but climate change can alter their microbial communities and increase the risk of pathogen growth and spread (Kusnetsov et al. 2010; Caicedo et al. 2020). Wastewater treatment is also susceptible to climate change's impact on natural disasters and precipitation levels. Sewage systems are prone to microbiologically influenced corrosion and damage from storms (Davis et al. 1998; Okabe et al. 2007). Increased rainfall and flooding create sewer overflows, amplifying possible human exposure to pathogens and contaminated drinking water (Zouboulis and Tolkou 2015; Singh and Tiwari 2019). Incentivizing establishment of resilient and sustainable wastewater treatment facilities that take into account local factors (e.g., use of salt water treatment systems in coastal communities) will be important for promoting human health and welfare (Verstraete et al. 2022).

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Water quality is also important for marine and terrestrial life that are sources of human food

Water quality is also important for marine life and terrestrial life that are sources of human food (Figure 9). Contaminated irrigation systems, flooding, and runoff from manure and sewage have been associated with vegetables and fruit carrying pathogens, such as Escherichia coli O157:H7 and Salmonella spp. (Erickson et al. 2010; Beatty et al. 2004; Wendel et al. 2009; Liu et al. 2013). Ocean warming increases the risk for viruses and parasitic diseases in natural marine farming settings, such as for caged salmon. Shellfish is a common source of vibriosis. Warmer waters, salinity changes, and rising sea levels due to climate change are associated with increased Vibrio infections (see Vibrio case study) (Lipp et al. 2002). Algal blooms can also affect water quality for aquatic life (Figure 10) (see algal bloom case study). Eutrophication resulting from agricultural pollution and urbanization promotes cyanobacterial overgrowth and decreased oxygen levels; affected areas are called “dead zones” (Harke et al. 2016; Glibert 2020). This causes fish death that impacts the food supply and the local aquatic ecosystem. Investigating the relationship between the local environment, microbial communities, and resource management can inform water safety policies.

Figure 10. Example of an algal bloom that covers the water's surface, polluting drinking water and preventing recreation activities.

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Example of an algal bloom that covers the water's surface, polluting drinking water and preventing recreation activities.

Cyanobacteria also produce toxins that harm human health, impacting water safety and recreation (Wilhelm et al. 2020). Volatile toxins, as well as microbial cells, can travel by air, enlarging their spatial range (Tesson et al. 2015). Atmospheric dispersion modeling suggests that aerosolized Legionella bacteria originating in wastewater treatment plants are associated with cases of Legionnaires' disease in the Netherlands (Kusnetsov et al. 2010; Vermeulen et al. 2021). The transmission of airborne respiratory pathogens such as influenza virus or SARS-CoV-2 is influenced by humidity levels that can be impacted by climate change (Yang and Marr 2012; Marr et al. 2019). As air currents change and storms become more severe, mobilization of microbes, spores, and their toxins may rise, introducing these microorganisms into new environments and increasing human exposure. Airborne surveillance for pathogens will provide real-time monitoring of air quality, and these data could be integrated into public health and environment management models to inform policies.

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Microbes and Human Well-being Summary and Recommendations.

Microbes in Models And Data Systems

Ten years ago, climate scientists and microbiologists participated in the “Incorporating Microbial Processes Into Climate Models” colloquium to improve coordination between climate science and microbiology. While much work has been accomplished with climate models factoring in microbial activities, the paucity of mention of microbes in the recent IPCC report reveals that more work is needed to connect these two fields. Research studies, tools, and data systems are needed to understand the dynamics of microbial nutrient cycling and community structure in response to climate change. Incorporating microbial activities into Earth climate models can aid in predicting storms, agricultural yields, and infectious diseases that will help public health and policy makers to plan for and outline policies that promote human well-being for all.

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Climate models are important for predicting changes in long-term patterns of temperature, precipitation, and frequency and severity of storm events, both locally and globally

Incorporating Microbes into Earth System Climate Models

Climate models are important for predicting changes in long-term patterns of temperature, precipitation, and frequency and severity of storm events, both locally and globally. Earth system climate models take into account the interactions of the atmosphere, land surface, oceans, and sea ice (https://www.gfdl.noaa.gov/climate-modeling/). These models are important for predicting changes to the land, oceans, and climate that impact weather and storm conditions in short and long timescales. Though current models have improved greatly in the last 50 years, incorporating more information about microbial processes and dynamics, such as production and consumption of greenhouse gases, can improve model performance (Wieder et al. 2015; Guo et al. 2020; Gao et al. 2020; Wang et al. 2021). Unfortunately, most current Earth system climate models still have very limited explicit representation of microbial processes that affect carbon and nitrogen cycling in terrestrial and aquatic ecosystems.

Incorporating microbial activities into Earth system climate models is not simple. Microbes transform vast quantities of carbon, nitrogen, and phosphorus each year, and some aspects of microbial populations and their activities appear to be stochastic (Gougoulias et al. 2014; Todd-Brown et al. 2013; Davidson et al. 2014). Scaling microbial actions and outputs from lab or field experiments to a planetary scale for modeling is difficult. Climate change is expected to alter patterns of microbial activity in myriad ways, adding additional layers of complexity and unpredictability. As microbial communities transition and adapt to new temperatures, humidity, etc., understanding changes to microbial community dynamics and nutrient feedback loops and predicting emergent properties of altered communities will be key to improving models. Currently, the lack of reliable time series data about microbial communities and the kinetics of microbial processes to parameterize models presents a large challenge. Specifically, data about subsurface and deep-ocean microorganisms (like the viral shunt [Figure 4]) are needed, as well as research about how microbial communities adapt to regional and local climate changes. Research investigating how microbial genetic and functional diversity changes over time and how that drives community structure and emerging functions can help inform models (see modeling case study) (Figure 11).

Figure 11. Microbial activities and interactions can be parametrized for computational Earth system models to help understand global carbon cycling.

Figure 11

Microbial activities and interactions can be parametrized for computational Earth system models to help understand global carbon cycling.

Besides microbes' direct roles (respiration, organic matter production, and nutrient cycling), models should also incorporate compound impacts from feedback loops and microbial interactions with the terrestrial, urban, and aquatic environments. For example, microbes' interactions with plants impact overall production and growth, which, in turn, affect carbon sequestration by plants and the soil (Philippot et al. 2008; National Academies of Sciences, Engineering, and Medicine 2021). Modeling of carbon, nitrogen, and phosphorus and their interactions is key to predicting the future of climate change, not only because of direct microbial emissions of greenhouse gases like CO2, CH4, and N2O but also because making projections of global carbon and nitrogen cycling with climate change is vital for understanding feedbacks to climate change (Davidson and Janssens 2006; Friedlingstein et al. 2019; Tian et al. 2020). Thus, direct and indirect microbial roles on carbon fluxes in ocean and terrestrial environments may have large influences on the net flux of CO2 and other greenhouse gases.

While models will not change the future, skillful use of models can aid in preservation of life and economic interests. For example, precise hurricane modeling cannot prevent hurricanes from happening but can allow more time for storm preparation and evacuations that save lives (Bauer et al. 2015). New ways of using models should also be considered. Integrating information about climate modeling with that of the spatial and temporal range of pathogens and vector species can influence health policies and urban planning, which is especially important for vulnerable communities who experience disproportionately high microbial exposure (Semenza et al. 2017; Ishaq et al. 2019). Improved coordination between climate scientists and microbiologists will aid in establishing models that help improve human well-being.

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Data Infrastructure and Systems

Improved data systems and infrastructure of microbiology research are needed to improve Earth system climate models. Additional research about microbial communities and their dynamics as climate changes is important for models and will be most useful when represented in a tractable number of parameterizable equations within a coherent numerical model structure (Davidson et al. 2014). Additionally, scaling of microbial processes from controlled experiments to climate models must be considered. Thus, microbiological data must be compatible with climate modeling input and software needs and vice versa (Figure 11).

Enhanced data coordination is also important for integrating microbial processes into models. While individual research groups (“bottom level”) and national databases (“top level”) each have well-organized data management strategies, improved data coordination between the top level and bottom level is necessary for broad data utilization. Data coordination across fields is needed as well. Systemic coordination among microbiologists, geochemists, ecologists, computational scientists, and modelers will be necessary to build consensus on research and data collection protocols that allow appropriate data interpretation and parameterization of models. While omics technologies are powerful, they must be employed in an effective way in which data can be shared and utilized by other groups. This continuity of research design and data type should also enable data comparison across diverse ecosystems and microbial communities while also taking into account local factors. Agencies must dedicate funding to building and maintaining these data systems. The Darwin Project represents a model for integrating data about the physiology of marine microorganisms and community structure with environmental data in models to understand marine ecosystem dynamics. These models specifically examine the role of plankton diversity and biogeography in regard to climate change and nitrogen fixation, helping inform predictions about future ocean changes and global nutrient cycling (Anderson et al. 2021).

In addition to Earth climate models, infectious disease models can benefit from improved data coordination to allow for integration of real-time air and water surveillance data. For example, the Vibrio Map Viewer utilizes real-time information about sea surface temperature and salinity to predict the risk of Vibrio infections (see Vibrio case study) (Semenza et al. 2017). Modeling can also help researchers understand microbial dynamics. Modeling of coral reefs and crop rhizobiomes can elucidate mechanisms for disease resistance (Vega Thurber et al. 2020). Thus, investments in data infrastructure and artificial intelligence deep-learning applications, such as machine learning and statistical learning, to integrate with modeling will assist to inform climate models and advance research promoting human and environmental health (Figure 12) (David et al. 2022). As the link between microbes and health becomes better appreciated by the public, data coordination may help scientists synthesize the data and establish microbial metrics (e.g., bacterial loads in parts per billion in the air or water) that convey health risks and changes induced by climate change. These metrics should act as climate change indicators that help scientists communicate to the public the relationship between microbes and human health as well as the urgency of climate change. Simple, easy-to-understand metrics can improve microbiologists' relationship with the public and empower it to take action on climate change.

Figure 12. Models (green squares) and machine learning (hexagons) can process complex data sets (blue squares) to help identify microbial dynamics.

Figure 12

Models (green squares) and machine learning (hexagons) can process complex data sets (blue squares) to help identify microbial dynamics.

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Microbes in Models and Data Systems Summary and Recommendations.

Microbes and the Bioeconomy

Microbes are important aspects of human health, well-being, and the biogeochemical cycles on Earth. Microbes impact human daily activities in myriad ways each day. And for centuries, humans have exploited microbes and their activities for human gain. Fermented drinks such as beer and wine were first introduced over 13,000 years ago (Liu et al. 2018). Since then, humans have used microbes to clean up chemical pollutants, cure illnesses, produce energy, and much more (FAQ: microbes and oil spills; Ainsworth 2020; Tiedje and Donohue 2008). With the looming threat of climate change, the critical question that was explored at the colloquium was whether microbes can provide effective market solutions to help contain climate change, which is an important step to building a more sustainable and resilient future.

Barriers to Innovation

While microbes provide promising solutions to climate change, there are multiple barriers for taking bench science to the market. Between costs, timing, and regulatory policies, it is a mammoth task to have an idea go from discovery to market and provide sufficient return on investment. As the participants noted, the “current system is not incentivized for innovation.” A common barrier to innovation is the lack of alignment between academic and industrial expectations. Natural-product and synthetic-biology discovery takes time. However, the time frame and return-on-investment expectations by companies may feel unrealistic to scientists who do not understand the complexities involved in production and regulation. Opportunity costs or high risk of investments prevent companies from doing basic research and development, such as would be required for novel antibiotic discovery. Thus, basic and foundational research mainly occurs in academia, requiring a transition to the private sector. Academic offices that inform scientists of the product development and technology transfer process as well as market needs can help academic researchers design their studies with well-defined applications early in the research project. However, many technology transfer offices are not fully equipped to support the formation of spin-out companies, seed round fundraising, and associated legal, financial, and organizational challenges. In addition to the market requirements, specific criteria and frameworks for evaluating new innovations for their scientific, financial, and societal impacts need to be established to help researcher-entrepreneurs evaluate their ideas holistically and decide on future directions. Many innovations will not meet all these criteria. Arguably, the emphasis should be placed on the climate solutions that can deliver equitable and sustainable social impacts.

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Microbes are important aspects of human health, well-being, and the biogeochemical cycles on Earth

National funding agencies are well placed to identify market needs as well as formulate priorities for research proposals that encourage basic research with unknown eventual impacts and solutions. For example, in the United Kingdom, Innovate U.K. is a government agency that connects researchers and companies to “de-risk, enable and support innovation.” This single organization helps scientists maneuver the regulatory and industry hurdles and bring innovations to market. Besides funding agencies, university technology transfer offices, scientific societies, state and local agencies, and technology transfer communities can also help bridge the gap between academia and industry as well as advocate for less burdensome regulatory policies. Many times these resources and partners are underutilized and undervalued by the academic community. Thus, it starts with awareness and requires intentional follow-through to build partnerships that deliver impacts beyond the scientific community.

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Communication among diverse disciplines and stakeholders is another common hurdle

Communication among diverse disciplines and stakeholders is another common hurdle. Many times scientists lack the training and/or language skills to communicate across fields or industries or with policy makers, product developers, and the general public. Those outside the sciences may not have the biology or engineering foundation to connect how science can be translated into innovations. General education must include both macro- and microbiology concepts to help students, who are the future workforce, to understand the interrelatedness of the two. For scientists, science communication education that incorporates scientific, social, economic, and physiological factors when discussing scientific facts needs to be integrated into graduate training (Kappel and Holmen 2019). Communication involves listening as well as speaking and responding to the other's needs. Thus, scientists should engage in equitable exchanges with the communities that they aim to serve in order to understand the communities' requests and interests that science can help meet and then cocreate research activities and knowledge around the goals of the communities (Harris et al. 2021).

Another hurdle is the lack of diversity in the research community, which leads to important research topics not being explored (Bernard and Cooperdock 2018). For example, research about the vulnerability of communities of color to climate change and disease may not be instigated or funded because of lack of visibility and inclusion in academia to champion these topics (Robinson et al. 2022). The questions posed by science will become more diverse and more relevant to underserved communities as the scientists themselves become more diverse. Innovations and processes that prioritize equity are necessary. Since climate change is an overarching threat for all of humanity, scientists must make every effort to actively include diverse perspectives and insights when working to address this crisis.

Additional investment in training and encouraging scientists to explore careers in science policy and regulatory agencies should be implemented, allowing scientists who understand the scientific process to be in a position to make judgments about appropriate product regulations. While many scientists think “only facts” should matter, the reality is that policies are shaped by much more. As stated by Dr. Gary Machlis, “science-informed policy stands on three legs: best available science; accurate fidelity to law; and long-term public interest.” Projects like Long Term Ecological Research (LTER), funded by the National Science Foundation, could provide a model for building public trust. LTER analyzes ecological data and engages and communicates with the community and policymakers about the science to inform policies and fund innovations. In building a viable bioeconomy, earning the public's trust and cooperation must first be considered; otherwise, investments in innovations will be lacking (Rogers 2003).

Regulations present a tremendous hurdle when moving innovations from the bench to the market. Products for human consumption, like probiotics and fecal-transplant microbiomes, have strict safety regulations but lack clarity around toxicology requirements. Worries about synthetic biology and genetically altered organisms hinder large-scale experiments that would help inform models or spur innovation. Additionally, different countries have different regulations, which hinder the globalization of innovations. To remove barriers to innovation, regulatory agencies working with scientists and other stakeholders should audit and establish dynamic regulations that stimulate novel innovations while still ensuring the safe deployment of synthetic biology.

Other specific hurdles are based on product types and capabilities of current model organisms (Sherkow 2017). Though microbes are diverse, the number of species used as model organisms is small in comparison. To expand possible microbial innovations, more research is needed to study and engineer new microbes beyond the typical model organisms. Many times consortia of microbes are needed to produce a wanted product, but current U.S. policies do not allow for patents of naturally occurring microbial communities. Instead, these policies encourage the use of pure cultures, which limits understanding of microbial dynamics and discovering novel functions seen only in consortia, as observed in rhizobiome communities for enhanced disease suppression (Mendes et al. 2011). Policies and research guidance on how to work with consortia will be critical to produce more complex products, and regulation of microbial processes and products should be more global in scope to encourage scientists to think about their innovations on a global scale.

Achieving commercial scale with biological systems is a common scientific hurdle to overcome. Because biology and life constantly change, predicting how living organisms and microbial processes will scale from the bench to a reactor to the field is a challenge. Research, data coordination, and modeling can help overcome this challenge. For example, academic synthetic-biology projects that involve working with, making, or changing an organism in the laboratory often do not scale up to the commercial level. To ensure the potential for scale, early collaboration, communication, and process engineering with the producers of the end product must occur. Wastewater treatment facilities may provide insight into how to leverage and scale microbial communities (Daims et al. 2006). Sewage treatment relies on aerobic and anaerobic microbial metabolic activities to degrade waste and provide clean water (Wagner et al. 2002; Ofiţeru et al. 2010). Civil and environmental engineers learned how to treat enormous volumes of wastewater each day with only basic information about microbial functions. This model could inform synthetic-biology and natural-product development. Studying these systems can also elucidate gene-to-function relationships in microbial communities and their impact on microbial dynamics and kinetics (Ferreraa and Sánchez 2016).

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Regulations present a tremendous hurdle when moving innovations for the bench to the market

Microbe-Based Circular Economy

Building a sustainable and resilient bioeconomy involves a mindset change. Products should be “designed for disassembly” in a circular economy (Figure 13). A circular economy involves reducing waste through “restorative or regenerative” design processes that allow for resource recovery and further utilization (Save Our Seas Act 2020). In a circular economy, waste is seen as a feedstock for another product (Scarborough et al. 2018). This mindset very much mimics that of microorganisms, which survive by consuming other organisms' waste. When designing products, the alternative uses of “waste” should be considered as well as the scale of producing that waste.

Figure 13. In a circular bioeconomy (CBE), waste products and inputs are recovered, recycled, and reused to produce goods sustainably from biological sources.

Figure 13

In a circular bioeconomy (CBE), waste products and inputs are recovered, recycled, and reused to produce goods sustainably from biological sources.

As mentioned earlier, wastewater treatment facilities offer scientists in concert with engineers and entrepreneurs a current example about how to use microbial communities and their wastes to serve multiple purposes that benefit human, animal, and environmental health (Figure 14). These microbial communities produce vast amounts of greenhouse gases that can be leveraged for renewable energy sources. Large amounts of CH4 can be recovered as a biogas and used as energy (see wastewater treatment energy capture case study) (Daelman et al. 2012; Crone et al. 2016). Nitrogen from wastewater facilities can also be recovered and recycled into microbial biomass, which can be used as a human, animal, or plant feedstock. Microbe-derived slow-release nitrogen fertilizers could be used instead of the industrial Haber-Bosch process, which is energetically costly and environmentally damaging (Liu et al. 2017). Thus, these microbe-driven energy sources can provide a greener and more sustainable alternative to fossil fuels. The scale of possible energy production from these treatment systems should also be considered as well as the initial need to provide treated water. In light of these options, research about the dynamics and metabolic activities of wastewater treatment facilities can have important impacts on renewable energy and waste recovery innovations (Ferreraa and Sánchez 2016).

Figure 14. Wastewater treatment microbial communities produce carbon and nitrogen wastes that can be utilized for power generation and agricultural fertilizer to create a circular bioeconomy.

Figure 14

Wastewater treatment microbial communities produce carbon and nitrogen wastes that can be utilized for power generation and agricultural fertilizer to create a circular bioeconomy.

As highlighted by the wastewater treatment example, microorganisms must be considered as material with a cost, so that they are taken into account and valued. Addition of new microbes into large reactors becomes costly. Product development around materials to “hold” microbes and biofilms or to embed them in a synthetic material to improve their retention in reactors will cut microbe-associated costs and make processes more sustainable (Qureshi et al. 2005). Enhanced microbial retention will require interdisciplinary work from microbiologists, engineers, and material scientists. These products also reduce safety worries about microbial contamination of products, which may increase the public's willingness to embrace these products. Expanding training and increasing the diversity of problem solvers and innovators around microbial processes also will expand the breadth of possible solutions.

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Microbes and the Bioeconomy Summary and Recommendations.

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Biogas plant behind maize field

Conclusions

Climate change is an urgent and pressing issue that threatens all life on Earth, from the smallest microbes to human communities. Microorganisms, being the most abundant and diverse organisms on Earth, should thus be considered in models, policies, and innovations to address climate change. To tackle the challenge of determining how to incorporate microbial sciences in current and future climate change initiatives and remediation processes, the American Academy of Microbiology invited participants with diverse expertise and perspectives to outline current barriers, knowledge gaps, and future sectors of research and innovation.

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Climate change is an urgent and pressing issue that threatens all life on Earth, from the smallest microbes to human communities

The participants agreed that insufficient research and data are important hindrances to improving predictions about how climate change will impact the planet and people. Besides additional data, the group discussed the possibility that a new way of thinking may be needed to analyze and synthesize the results. Novel ways of approaching science and data may be the essential step in connecting microbes and climate change. Just as calculus was needed to appreciate physics fully, a field of “mathematical biology” may be needed to integrate biological data with new analysis tools, e.g., tools that can resolve problems at different scales of time, space, and complexity. Climate change is a significant threat, and thus, significant changes to scientific thinking and processes (both inside and outside microbiology) will be necessary to confront this threat. One new way of thinking includes finding new ways to incorporate diversity and equity principles into research aims and experimental design. Microbe-associated injustices resulting from climate change will exacerbate inequities in public health and well-being. Research is needed to outline the microbial, environmental, and societal drivers of these injustices as well as to investigate the impacts of climate change through the lens of equity. Taking a One Health approach that incorporates justice and equity along with microbiology, ecology, and medicine represents an opportunity to further human health and well-being for all (Figure 15).

Figure 15. A One Health approach to medicine that integrates animal, environmental, societal, and microbiological data to promote human health equitably.

Figure 15

A One Health approach to medicine that integrates animal, environmental, societal, and microbiological data to promote human health equitably.

The participants emphasized that scientists must engage with the general public and vulnerable communities. Collaboration between community leaders and scientists can help amplify the concerns of marginalized groups and incorporate diverse perspectives and insights needed to solve problems. Only by engaging with local communities can scientists align their research goals with the needs and wants of the broader community. The scientific community itself must also become more diverse, so that the questions posed by scientists reflect their diverse cultural backgrounds and concerns. Establishing easy-to-understand metrics about climate change's impacts on microbes, and, in turn, human health and well-being, can help nonscientists comprehend and conceptualize the impact that climate change has on daily life. Public comprehension can spur action and progress toward reducing greenhouse gas emissions. The group noted that improved science communication by researchers with policymakers and industry will be vital to transition science from the bench to the market. These innovations should take into account resource recovery, of both microbial inputs and their wastes, as important means to build a sustainable, circular bioeconomy. This coordination of science, policy, and public interest presents opportunities for the general public to engage in science and empowers them to seek out other sustainable climate solutions.

Just as the Academy's colloquium “Incorporating Microbial Processes Into Climate Models” increased dialogue between microbiologists and climate scientists, hopefully by 2030, the understanding of microbes and climate change will be clearer to the public. This colloquium formed a solid foundation outlining the vast and complex relationship between climate change and microbes, on which future events and policies can be built. Discussions from the colloquium about the One Health approach to climate change, methane mitigation, microbial diversity, cascading effects, microbe-associated bioenergy, etc., will inspire future Academy colloquia and in-depth discussions (Tiedje et al. 2022). More importantly, the report aims to provide the scientific framework to support actions in policy, education, partnership, communications, etc., to tackle this issue. The report is a strategic step toward the goal of the Academy's scientific portfolio to integrate microbes in broader scientific discussions and contribute to the global efforts to address climate change.

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Major Overall Recommendations for the Future.

Acknowledgements

This publication would not have been possible without the dedication and guidance of the Colloquium Steering Committee. Thank you as well to the Gordon and Betty Moore Foundation for its generous donation to make the Colloquium possible.

We would like to give special thanks to Nguyen K. Nguyen, Ph.D, MBA, Director, American Academy of Microbiology, and Rachel M. Burckhardt, Ph.D., Associate, Scientific Analysis, for their expertise, dedicated efforts, and leadership to develop the colloquium and this report. Dr. Burckhardt developed the first draft of the report.

We deeply appreciated the leadership and support from Stefano Bertuzzi, Ph.D., MPH, ASM Chief Executive Officer, and Jonathan Stevens-Garcia, MBA, MPH, ASM Chief Operating Officer, for this Colloquium. Many ASM departments and staff were vital to the Colloquium. We would like to thank Allen Segal, J.D., Mary Lee Watts, MPH, Amalia Corby, M.S., and Annie Scrimenti, M.S., from the Public Policy & Advocacy Department as well as Christine Rousseau, Ph.D., from the Business Development Department for their participation in the Colloquium, idea contribution, and critical review of the report. We want to thank to Kelly Andrews, CMP, DES, and Khoa Le in the Meetings Department for organizing the virtual Colloquium. Thank you to the Marketing and Communications Department, especially Aleea Khan, Ashley Hagen, M.S., Ashley Jones Robbins, MELP, Josipa Ilić, M.S., and Soha Jameel for promoting the report. Finally, thank you also to Johnny Chang and Lou Moriconi for designing the report.

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Algal blooms:

proliferation and accumulation of algae in aquatic environments beyond normal seasonal growth

Bioeconomy:

biobased economy where products, services, and processes are derived from biological resources

Carbon dioxide (CO2):

greenhouse gas associated with global warming

Cascading effects:

unintended or unknown outcomes arising from a change, such as a shift in diversity of a microbial community

Climate change:

a long-term change in Earth's, or a specific region's, climate

Coral bleaching:

stress mechanism of coral in which they expel their symbiotic algae (zooxanthellae) that provide their color, thereby appearing faded or “bleached”

Cyanobacteria (blue-green algae):

photosynthetic bacteria found in aquatic ecosystems

Disaster microbiology:

proposed field of study focused on the microbial impacts from severe storms and natural disasters

Dysbiosis:

disruption to the microbiota homeostasis

Elemental flows:

flux of elements such as carbon, nitrogen, and phosphorus through the environment

Endothermy:

ability of an organism to maintain a set temperature

Eutrophication:

enrichment of an ecosystem with nutrients

Food insecurity:

disruption of food availability or eating habits

Global warming:

the increase in Earth's average surface temperature due to rising levels of greenhouse gases

Horizontal gene transfer:

passage of genetic material between microorganisms other than by hereditary means

Human microbiome:

collection of microorganisms associated with the human body

Marine carbon pump:

biologically driven depletion of carbon from air and land to the ocean's interior and seafloor sediments

Methane (CH4):

a greenhouse gas 34 times more potent at absorbing heat in the atmosphere than CO2 on a 100-year timescale

Methanogenesis:

formation of methane by microbes

Methanotrophy:

consumption of methane by microbes as a sole carbon and energy source

Microbial injustice:

inequitable microbial exposure and risk experienced by disadvantaged communities

Microbial loop:

process in which dissolved organic carbon is incorporated into microbial biomass to enter higher trophic levels in aquatic ecosystems

Microbial metabolism:

all the biochemical reactions that provide microorganisms the energy and nutrients needed to grow and reproduce

Microbiologically influenced corrosion:

corrosion resulting from the presence and/or activity of microorganisms

Microbiome:

collection of all microorganisms in a location

Mycotoxin:

toxin produced by fungi that can negatively impact human and animal health

Nitrous oxide (N2O):

greenhouse gas about 300 times more potent at absorbing heat in the atmosphere than CO2 on a 100-year timescale

One Health:

idea to integrate information about “people, animals, plants, and their shared environment” to inform and promote human health

Permafrost:

ground that remains at or below freezing for two consecutive years

Photosynthesis:

use of sunlight to synthesize foods from carbon dioxide and water

Phytohormones:

chemical regulators of plant growth, development, stress tolerance, and plant-plant and plant-microbe interactions

Porosity:

amount of void space

Probiotics:

“live microorganisms which when administered in adequate amounts confer a health benefit on the host” as defined by the Food and Agriculture Organization of the United Nations and the WHO

Process engineering:

understanding and application of engineering principles and natural laws that ensure transformations of raw material and energy into products at an industrial level

Radiative Forcing:

change in energy flux in the atmosphere. Positive values indicate that Earth is receiving more incoming energy from sunlight than it radiates to space, which causes warming.

Symbiotic:

mutually beneficial relationship between at least two species

Vector:

living organism that transmits an infectious species

Viral shunt:

process in which dissolved organic matter in microorganisms is recycled into dissolved organic matter in aquatic ecosystems

Virome:

total collection of viruses of a particular ecosystem

Zoonotic disease:

infectious disease transmitted from an animal species to humans

Copyright 2022 American Academy of Microbiology.

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Bookshelf ID: NBK580166PMID: 35544665DOI: 10.1128/AAMCol.Nov.2021

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