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Sadowsky MJ, Matson M, Mathai PP, Pho M, Staley C, Evert C, Weldy M, Khoruts A. Successful Treatment of Recurrent Clostridioides difficile Infection Using a Novel, Drinkable, Oral Formulation of Fecal Microbiota. Dig Dis Sci 2024:10.1007/s10620-024-08351-7. [PMID: 38457115 DOI: 10.1007/s10620-024-08351-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 02/09/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Fecal microbiota transplants can be administered orally in encapsulated form or require invasive procedures to administer liquid formulations. There is a need for an oral liquid formulation of fecal microbiota for patients who are unable to swallow capsules, especially if they require multiple, repeated administrations. AIMS These studies were conducted to develop a protocol to manufacture an organoleptically acceptable powdered fecal microbiota formulation that can be suspended in a liquid carrier and used for fecal microbiota transplantation. METHODS Several processing steps were investigated, including extra washes of microbiota prior to lyophilization and an addition of a flavoring agent. The viability of bacteria in the transplant formulation was tested using live/dead microscopy staining and engraftment into antibiotic-treated mice. After development of a clinical protocol for suspension of the powdered microbiota, the new formulation was tested in three elderly patients with recurrent Clostridioides difficile infections and who have difficulties in swallowing capsules. Changes in the microbial community structure in one of the patients were characterized using 16S rRNA gene profiling and engraftment analysis. RESULTS The processing steps used to produce an organoleptically acceptable suspension of powdered fecal microbiota did not result in loss of its viability. The powder could be easily suspended in a liquid carrier. The use of the new formulation was associated with abrogation of the cycle of C. difficile infection recurrences in the three patients. CONCLUSION We developed a novel organoleptically acceptable liquid formulation of fecal microbiota that is suitable for use in clinical trials for patients with difficulties in swallowing capsules.
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Affiliation(s)
- Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
- Department of Soil, Water, and Climate, Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, USA
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of Minnesota, 3-184 Wallin Medical BioSciences Building, 2101 6th St. S.E., Minneapolis, MN, 55416, USA
| | - Michael Matson
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of Minnesota, 3-184 Wallin Medical BioSciences Building, 2101 6th St. S.E., Minneapolis, MN, 55416, USA
| | - Prince P Mathai
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Maradi Pho
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of Minnesota, 3-184 Wallin Medical BioSciences Building, 2101 6th St. S.E., Minneapolis, MN, 55416, USA
| | - Christopher Staley
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
- Department of Surgery, Division of Basic and Translational Research, University of Minnesota, Minneapolis, MN, USA
| | - Clayton Evert
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of Minnesota, 3-184 Wallin Medical BioSciences Building, 2101 6th St. S.E., Minneapolis, MN, 55416, USA
| | - Melissa Weldy
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of Minnesota, 3-184 Wallin Medical BioSciences Building, 2101 6th St. S.E., Minneapolis, MN, 55416, USA
| | - Alexander Khoruts
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA.
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, University of Minnesota, 3-184 Wallin Medical BioSciences Building, 2101 6th St. S.E., Minneapolis, MN, 55416, USA.
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA.
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Campos MA, Zhang Q, Acuña JJ, Rilling JI, Ruiz T, Carrazana E, Reyno C, Hollenback A, Gray K, Jaisi DP, Ogram A, Bai J, Zhang L, Xiao R, Elias M, Sadowsky MJ, Hu J, Jorquera MA. Structure and Functional Properties of Bacterial Communities in Surface Sediments of the Recently Declared Nutrient-Saturated Lake Villarrica in Southern Chile. Microb Ecol 2023; 86:1513-1533. [PMID: 36752910 DOI: 10.1007/s00248-023-02173-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 01/12/2023] [Indexed: 06/18/2023]
Abstract
Lake Villarrica, one of Chile's main freshwater water bodies, was recently declared a nutrient-saturated lake due to increased phosphorus (P) and nitrogen (N) levels. Although a decontamination plan based on environmental parameters is being established, it does not consider microbial parameters. Here, we conducted high-throughput DNA sequencing and quantitative polymerase chain reaction (qPCR) analyses to reveal the structure and functional properties of bacterial communities in surface sediments collected from sites with contrasting anthropogenic pressures in Lake Villarrica. Alpha diversity revealed an elevated bacterial richness and diversity in the more anthropogenized sediments. The phylum Proteobacteria, Bacteroidetes, Acidobacteria, and Actinobacteria dominated the community. The principal coordinate analysis (PCoA) and redundancy analysis (RDA) showed significant differences in bacterial communities of sampling sites. Predicted functional analysis showed that N cycling functions (e.g., nitrification and denitrification) were significant. The microbial co-occurrence networks analysis suggested Chitinophagaceae, Caldilineaceae, Planctomycetaceae, and Phycisphaerae families as keystone taxa. Bacterial functional genes related to P (phoC, phoD, and phoX) and N (nifH and nosZ) cycling were detected in all samples by qPCR. In addition, an RDA related to N and P cycling revealed that physicochemical properties and functional genes were positively correlated with several nitrite-oxidizing, ammonia-oxidizing, and N-fixing bacterial genera. Finally, denitrifying gene (nosZ) was the most significant factor influencing the topological characteristics of co-occurrence networks and bacterial interactions. Our results represent one of a few approaches to elucidate the structure and role of bacterial communities in Chilean lake sediments, which might be helpful in conservation and decontamination plans.
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Affiliation(s)
- Marco A Campos
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
| | - Qian Zhang
- The BioTechnology Institute, University of Minnesota, 140 Gortner Lab, 1479 Gortner Ave., St Paul, MN, 55108-6106, USA
- Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies, College of the Environment and Ecology, Xiamen University, Xiamen, 361100, People's Republic of China
| | - Jacquelinne J Acuña
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
| | - Joaquin I Rilling
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
| | - Tay Ruiz
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Doctorado en Ciencias de Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
| | - Elizabeth Carrazana
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Doctorado en Ciencias mención Biología Celular y Molecular Aplicada, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
| | - Cristóbal Reyno
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
- Doctorado en Ciencias mención Biología Celular y Molecular Aplicada, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile
| | - Anthony Hollenback
- Department of Plant and Soil Sciences, University of Delaware, Newark, DE, 19716, USA
| | - Katelyn Gray
- Department of Plant and Soil Sciences, University of Delaware, Newark, DE, 19716, USA
| | - Deb P Jaisi
- Department of Plant and Soil Sciences, University of Delaware, Newark, DE, 19716, USA
| | - Andrew Ogram
- Soil and Water Sciences Department, University of Florida, PO Box 110290, Gainesville, FL, 32608-32611, USA
| | - Junhong Bai
- State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China
| | - Ling Zhang
- State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China
| | - Rong Xiao
- College of Environment and Safety Engineering, Fuzhou University, Fuzhou, 350108, China
| | - Mikael Elias
- The BioTechnology Institute, University of Minnesota, 140 Gortner Lab, 1479 Gortner Ave., St Paul, MN, 55108-6106, USA
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, 140 Gortner Lab, 1479 Gortner Ave., St Paul, MN, 55108-6106, USA
| | - Michael J Sadowsky
- The BioTechnology Institute, University of Minnesota, 140 Gortner Lab, 1479 Gortner Ave., St Paul, MN, 55108-6106, USA
| | - Jingming Hu
- College of the Environment & Ecology, Xiamen University, Xiamen, 361100, People's Republic of China
| | - Milko A Jorquera
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile.
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar, 01145, Temuco, Chile.
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Zhou Y, Bi Z, Hamilton MJ, Zhang L, Su R, Sadowsky MJ, Roy S, Khoruts A, Chen C. p-Cresol Sulfate Is a Sensitive Urinary Marker of Fecal Microbiota Transplantation and Antibiotics Treatments in Human Patients and Mouse Models. Int J Mol Sci 2023; 24:14621. [PMID: 37834066 PMCID: PMC10572327 DOI: 10.3390/ijms241914621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 09/05/2023] [Accepted: 09/25/2023] [Indexed: 10/15/2023] Open
Abstract
Fecal microbiota transplantation (FMT) has emerged as a highly effective therapy for recurrent Clostridioides difficile infection (rCDI) and also a potential therapy for other diseases associated with dysbiotic gut microbiota. Monitoring metabolic changes in biofluids and excreta is a noninvasive approach to identify the biomarkers of microbial recolonization and to understand the metabolic influences of FMT on the host. In this study, the pre-FMT and post FMT urine samples from 11 rCDI patients were compared through metabolomic analyses for FMT-induced metabolic changes. The results showed that p-cresol sulfate in urine, a microbial metabolite of tyrosine, was rapidly elevated by FMT and much more responsive than other microbial metabolites of aromatic amino acids (AAAs). Because patients were treated with vancomycin prior to FMT, the influence of vancomycin on the microbial metabolism of AAAs was examined in a mouse feeding trial, in which the decreases in p-cresol sulfate, phenylacetylglycine, and indoxyl sulfate in urine were accompanied with significant increases in their AAA precursors in feces. The inhibitory effects of antibiotics and the recovering effects of FMT on the microbial metabolism of AAAs were further validated in a mouse model of FMT. Overall, urinary p-cresol sulfate may function as a sensitive and convenient therapeutic indicator on the effectiveness of antibiotics and FMT for the desired manipulation of gut microbiota in human patients.
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Affiliation(s)
- Yuyin Zhou
- Department of Food Science and Nutrition, University of Minnesota, St. Paul, MN 55108, USA; (Y.Z.); (Z.B.); (R.S.)
| | - Zheting Bi
- Department of Food Science and Nutrition, University of Minnesota, St. Paul, MN 55108, USA; (Y.Z.); (Z.B.); (R.S.)
| | - Matthew J. Hamilton
- BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA; (M.J.H.); (M.J.S.)
| | - Li Zhang
- Department of Surgery, University of Miami, Miami, FL 33136, USA; (L.Z.); (S.R.)
| | - Rui Su
- Department of Food Science and Nutrition, University of Minnesota, St. Paul, MN 55108, USA; (Y.Z.); (Z.B.); (R.S.)
| | - Michael J. Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA; (M.J.H.); (M.J.S.)
| | - Sabita Roy
- Department of Surgery, University of Miami, Miami, FL 33136, USA; (L.Z.); (S.R.)
| | - Alexander Khoruts
- Division of Gastroenterology, Department of Medicine, Center for Immunology, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Chi Chen
- Department of Food Science and Nutrition, University of Minnesota, St. Paul, MN 55108, USA; (Y.Z.); (Z.B.); (R.S.)
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Wang H, Feyereisen GW, Wang P, Rosen C, Sadowsky MJ, Ishii S. Impacts of biostimulation and bioaugmentation on woodchip bioreactor microbiomes. Microbiol Spectr 2023; 11:e0405322. [PMID: 37747182 PMCID: PMC10581000 DOI: 10.1128/spectrum.04053-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 07/26/2023] [Indexed: 09/26/2023] Open
Abstract
Woodchip bioreactors (WBRs) are used to remove nutrients, especially nitrate, from subsurface drainage. The nitrogen removal efficiency of WBRs, however, is limited by low temperatures and the availability of labile carbon. Bioaugmentation and biostimulation are potential approaches to enhance nitrate removal of WBRs under cold conditions, but their effectiveness is still unclear. Here, we clarified the effects of bioaugmentation and biostimulation on the microbiomes and nitrate removal rates of WBRs. As a bioaugmentation treatment, we inoculated WBR-borne cold-adapted denitrifying bacteria Cellulomonas cellasea strain WB94 and Microvirgula aerodenitrificans strain BE2.4 into the WBRs located at Willmar, MN, USA. As a biostimulation treatment, acetate was added to the WBRs to promote denitrification. Woodchip samples were collected from multiple locations in each WBR before and after the treatments and used for the microbiome analysis. The 16S rRNA gene amplicon sequencing showed that the microbiomes changed by the treatments and season. The high-throughput quantitative PCR for nitrogen cycle genes revealed a higher abundance of denitrification genes at locations closer to the WBR inlet, suggesting that denitrifiers are unevenly present in WBRs. In addition, a positive relationship was identified between the abundance of M. aerodenitrificans strain BE2.4 and those of norB and nosZ in the WBRs. Based on generalized linear modeling, the abundance of norB and nosZ was shown to be useful in predicting the nitrate removal rate of WBRs. Taken together, these results suggest that the bioaugmentation and biostimulation treatments can influence denitrifier populations, thereby influencing the nitrate removal of WBRs. IMPORTANCE Nitrate pollution is a serious problem in agricultural areas in the U.S. Midwest and other parts of the world. Woodchip bioreactor is a promising technology that uses microbial denitrification to remove nitrate from agricultural subsurface drainage, although the reactor's nitrate removal performance is limited under cold conditions. This study showed that the inoculation of cold-adapted denitrifiers (i.e., bioaugmentation) and the addition of labile carbon (i.e., biostimulation) can influence the microbial populations and enhance the reactor's performance under cold conditions. This finding will help establish a strategy to mitigate nitrate pollution.
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Affiliation(s)
- Hao Wang
- Department of Soil, Water, and Climate, University of Minnesota, St. Paul, Minnesota, USA
| | - Gary W. Feyereisen
- USDA-ARS Soil and Water Management Research Unit, St. Paul, Minnesota, USA
| | - Ping Wang
- BioTechnology Institute, University of Minnesota, St. Paul, Minnesota, USA
| | - Carl Rosen
- Department of Soil, Water, and Climate, University of Minnesota, St. Paul, Minnesota, USA
| | - Michael J. Sadowsky
- Department of Soil, Water, and Climate, University of Minnesota, St. Paul, Minnesota, USA
- BioTechnology Institute, University of Minnesota, St. Paul, Minnesota, USA
| | - Satoshi Ishii
- Department of Soil, Water, and Climate, University of Minnesota, St. Paul, Minnesota, USA
- BioTechnology Institute, University of Minnesota, St. Paul, Minnesota, USA
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5
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Lee S, Cho M, Sadowsky MJ, Jang J. Denitrifying Woodchip Bioreactors: A Microbial Solution for Nitrate in Agricultural Wastewater-A Review. J Microbiol 2023; 61:791-805. [PMID: 37594681 DOI: 10.1007/s12275-023-00067-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 08/19/2023]
Abstract
Nitrate (NO3-) is highly water-soluble and considered to be the main nitrogen pollutants leached from agricultural soils. Its presence in aquatic ecosystems is reported to cause various environmental and public health problems. Bioreactors containing microbes capable of transforming NO3- have been proposed as a means to remediate contaminated waters. Woodchip bioreactors (WBRs) are continuous flow, reactor systems located below or above ground. Below ground systems are comprised of a trench filled with woodchips, or other support matrices. The nitrate present in agricultural drainage wastewater passing through the bioreactor is converted to harmless dinitrogen gas (N2) via the action of several bacteria species. The WBR has been suggested as one of the most cost-effective NO3--removing strategy among several edge-of-field practices, and has been shown to successfully remove NO3- in several field studies. NO3- removal in the WBR primarily occurs via the activity of denitrifying microorganisms via enzymatic reactions sequentially reducing NO3- to N2. While previous woodchip bioreactor studies have focused extensively on its engineering and hydrological aspects, relatively fewer studies have dealt with the microorganisms playing key roles in the technology. This review discusses NO3- pollution cases originating from intensive farming practices and N-cycling microbial metabolisms which is one biological solution to remove NO3- from agricultural wastewater. Moreover, here we review the current knowledge on the physicochemical and operational factors affecting microbial metabolisms resulting in removal of NO3- in WBR, and perspectives to enhance WBR performance in the future.
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Affiliation(s)
- Sua Lee
- Division of Biotechnology and Advanced Institute of Environment and Bioscience, Jeonbuk National University, Iksan, Jeonbuk, 54596, Republic of Korea
| | - Min Cho
- Division of Biotechnology and Advanced Institute of Environment and Bioscience, Jeonbuk National University, Iksan, Jeonbuk, 54596, Republic of Korea
| | - Michael J Sadowsky
- BioTechnology Institute, Department of Soil, Water and Climate, and Department of Microbial and Plant Biology, University of Minnesota, St. Paul, MN, 55108, USA
| | - Jeonghwan Jang
- Division of Biotechnology and Advanced Institute of Environment and Bioscience, Jeonbuk National University, Iksan, Jeonbuk, 54596, Republic of Korea.
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Kong W, Wei X, Wu Y, Shao M, Zhang Q, Sadowsky MJ, Ishii S, Reich PB, Wei G, Jiao S, Qiu L, Liu L. Afforestation can lower microbial diversity and functionality in deep soil layers in a semiarid region. Glob Chang Biol 2022; 28:6086-6101. [PMID: 35808859 DOI: 10.1111/gcb.16334] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 06/30/2022] [Indexed: 06/15/2023]
Abstract
Afforestation is an effective approach to rehabilitate degraded ecosystems, but often depletes deep soil moisture. Presently, it is not known how an afforestation-induced decrease in moisture affects soil microbial community and functionality, hindering our ability to understand the sustainability of the rehabilitated ecosystems. To address this issue, we examined the impacts of 20 years of afforestation on soil bacterial community, co-occurrence pattern, and functionalities along vertical profile (0-500 cm depth) in a semiarid region of China's Loess Plateau. We showed that the effects of afforestation with a deep-rooted legume tree on cropland were greater in deep than that of in top layers, resulting in decreased bacterial beta diversity, more responsive bacterial taxa and functional groups, increased homogeneous selection, and decreased network robustness in deep soils (120-500 cm). Organic carbon and nitrogen decomposition rates and multifunctionality also significantly decreased by afforestation, and microbial carbon limitation significantly increased in deep soils. Moreover, changes in microbial community and functionality in deep layer was largely related to changes in soil moisture. Such negative impacts on deep soils should be fully considered for assessing afforestation's eco-environment effects and for the sustainability of ecosystems because deep soils have important influence on forest ecosystems in semiarid and arid climates.
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Affiliation(s)
- Weibo Kong
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, China
- Research Center of Soil and Water Conservation and Ecological Environment, Ministry of Education, Chinese Academy of Sciences, Yangling, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xiaorong Wei
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, China
- Research Center of Soil and Water Conservation and Ecological Environment, Ministry of Education, Chinese Academy of Sciences, Yangling, China
- CAS Center for Excellence in Quaternary Science and Global Change, Xi'an, China
| | - Yonghong Wu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Mingan Shao
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, China
- Research Center of Soil and Water Conservation and Ecological Environment, Ministry of Education, Chinese Academy of Sciences, Yangling, China
- CAS Center for Excellence in Quaternary Science and Global Change, Xi'an, China
| | - Qian Zhang
- BioTechnology Institute, University of Minnesota, St. Paul, Minnesota, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, Minnesota, USA
- Department of Soil, Water, and Climate, University of Minnesota, St. Paul, Minnesota, USA
| | - Satoshi Ishii
- BioTechnology Institute, University of Minnesota, St. Paul, Minnesota, USA
- Department of Soil, Water, and Climate, University of Minnesota, St. Paul, Minnesota, USA
| | - Peter B Reich
- Department of Forest Resources, University of Minnesota, St. Paul, Minnesota, USA
- Institute for Global Change Biology, University of Michigan, Ann Arbor, Michigan, USA
| | - Gehong Wei
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, China
| | - Shuo Jiao
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, China
| | - Liping Qiu
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, China
- Research Center of Soil and Water Conservation and Ecological Environment, Ministry of Education, Chinese Academy of Sciences, Yangling, China
- CAS Center for Excellence in Quaternary Science and Global Change, Xi'an, China
| | - Liling Liu
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, China
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Qiu L, Kong W, Zhu H, Zhang Q, Banerjee S, Ishii S, Sadowsky MJ, Gao J, Feng C, Wang J, Chen C, Lu T, Shao M, Wei G, Wei X. Halophytes increase rhizosphere microbial diversity, network complexity and function in inland saline ecosystem. Sci Total Environ 2022; 831:154944. [PMID: 35367547 DOI: 10.1016/j.scitotenv.2022.154944] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 03/23/2022] [Accepted: 03/27/2022] [Indexed: 06/14/2023]
Abstract
Salinization is an important global environmental problem influencing sustainable development of terrestrial ecosystems. Salt-tolerant halophytes are often used as a promising approach to remedy the saline soils. Yet, how rhizosphere microbes' association and functions vary with halophytes in saline ecosystems remains unclear, restricting our ability to assess the role of halophytes in remedying saline ecosystems. Herein, we examined bacterial and fungal diversities, compositions, and co-occurrence networks in the rhizospheres of six halophytes and bulk soils in a semiarid inland saline ecosystem, and related these parameters to microbial functions. The microbiomes were more diverse and complex and microbial activity and residues were higher in rhizospheres than bulk soils. The connections of taxa in the rhizosphere microbial communities increased with fungi-fungi and bacteria-fungi connections and fungal diversity. The proportion of the fungi-related central connections were larger in rhizospheres (13-73%) than bulk soils (3%). Moreover, microbial activity and residues were significantly correlated with microbial composition and co-occurrence network complexity. These results indicated that enhanced association between fungi and bacteria increased microbial co-occurring network complexity in halophytes rhizosphere, which contributed to the higher microbial functions (microbial activities and residue) in this inland saline ecosystem.
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Affiliation(s)
- Liping Qiu
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China; CAS Center for Excellence in Quaternary Science and Global Change, Xi'an, Shaanxi 710061, China
| | - Weibo Kong
- Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China
| | - Hansong Zhu
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Qian Zhang
- BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA
| | - Samiran Banerjee
- Department of Microbiological Sciences, North Dakota State University, Fargo, ND 58102, USA
| | - Satoshi Ishii
- BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA; Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN 55108, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA; Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN 55108, USA
| | - Jianlun Gao
- Yulin Meteorological Office of Shaanxi Province, Yulin, Shaanxi 718600, China
| | - Changzeng Feng
- Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Jingjing Wang
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Chunliang Chen
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Tianhui Lu
- Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China
| | - Mingan Shao
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China; CAS Center for Excellence in Quaternary Science and Global Change, Xi'an, Shaanxi 710061, China
| | - Gehong Wei
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Xiaorong Wei
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China; CAS Center for Excellence in Quaternary Science and Global Change, Xi'an, Shaanxi 710061, China.
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8
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Teigen L, Mathai PP, Lopez S, Matson M, Elkin B, Kozysa D, Kabage AJ, Hamilton M, Vaughn BP, Sadowsky MJ, Khoruts A. Differential hydrogen sulfide production by a human cohort in response to animal- and plant-based diet interventions. Clin Nutr 2022; 41:1153-1162. [PMID: 35500315 DOI: 10.1016/j.clnu.2022.03.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 03/24/2022] [Accepted: 03/30/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Hydrogen sulfide (H2S) is a toxic end-product of microbial fermentation produced in the colon that may play a role in the pathogenesis of several diseases, including ulcerative colitis and colon cancer. However, the effect of diet interventions on intestinal burden of H2S gas exposure remains poorly understood. OBJECTIVE Determine the effect of short-term (1-week) plant- and animal-based eating patterns on ex vivo fecal H2S production in healthy human volunteers. METHODS The study design was an open-label, cross-over diet study and diets were self-administered. Each participant consumed two interventional diets: 1) an animal-based, low fiber (i.e. western) diet and 2) a plant-based, high fiber diet, separated by a two-week washout period. Participants collected full stool samples at the end of each week, which were processed within 2 h of collection to capture H2S production. Microfluidic qPCR (MFQPCR) was used to simultaneously quantify multiple taxonomic and functional groups involved in sulfate reduction and the fecal microbiota was characterized through high-throughput DNA sequencing. RESULTS Median H2S production was higher following the animal-based diet compared to the plant-based diet (p = 0.02; median difference 29 ppm/g, 95% CI 16-97). However, there was substantial individual variability and 2 of 11 individuals (18%) produced more H2S on the plant-based diet. Using the top and bottom quartiles of H2S percent change between animal- and plant-based diet weeks to define responders and non-responders, significant taxonomic differences were observed between the responder and non-responder cohorts. CONCLUSIONS Here we report that substrate changes associated with a 1-week plant-based diet intervention resulted in lower ex vivo H2S production compared to a 1-week animal-based diet intervention in most healthy individuals. However, H2S responsiveness to diet was not uniform across the entire cohort, and potential H2S production enterotypes were characterized that may predict individualized H2S responsiveness to diet.
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Affiliation(s)
- Levi Teigen
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Prince P Mathai
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Sharon Lopez
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Michael Matson
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Baila Elkin
- Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Daria Kozysa
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Amanda J Kabage
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Matthew Hamilton
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Byron P Vaughn
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Soil, Water, and Climate, USA; Department of Plant and Microbial Biology, USA
| | - Alexander Khoruts
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Minnesota, Minneapolis, MN, USA; BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Center for Immunology, University of Minnesota, Minneapolis, MN, USA.
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9
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Jang J, Forbes VE, Sadowsky MJ. Probable role of Cutibacterium acnes in the gut of the polychaete Capitella teleta. Sci Total Environ 2022; 809:151127. [PMID: 34688749 DOI: 10.1016/j.scitotenv.2021.151127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 10/05/2021] [Accepted: 10/17/2021] [Indexed: 06/13/2023]
Abstract
Capitella teleta, a marine polychaete that feeds on a refractory diet consisting of sediment, was shown to contain unique gut microbiota comprised of microbial functional groups involved in fermentation. Results of our previous studies showed that C. teleta's core gut microbiota were dominated by propionibacteria, and that these bacteria were more abundant in worms than in sediment and feces. In order to test the hypothesis that the worm nutritionally benefits from its gut microbiota, we identified, and genetically and biochemically characterized Cutibacterium acnes strains (formerly Propionibacterium acnes) that were isolated from the gut of C. teleta. Here we show that 13 worm-isolated Cutibacterium acnes strains primarily belonged to phylotype group IB, likely as a clonal population. We also provide evidence that all tested strains produced propionate and vitamin B12, which are essential host-requiring microbial metabolites. The presence of C. acnes in C. teleta was not unique to our worm culture and was also found in those obtained from geographically distant laboratories located in the U.S. and Europe. Moreover, populations of worm gut-associated C. acnes increased following antibiotic treatment. Collectively, results of this study demonstrated that C. acnes is a member of the worm's core functional microbiota and is likely selectively favored by the physiology and chemistry of the host gut environment. To our knowledge, this is the first report of the presence of C. acnes in the C. teleta gut. Our data strongly suggest that C. acnes, a bacterium previously studied as an opportunistic pathogen, can likely act as a symbiont in C. teleta providing the host essential nutrients for survival, growth, and reproduction.
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Affiliation(s)
- Jeonghwan Jang
- Division of Biotechnology, Jeonbuk National University, Iksan, Republic of Korea; BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, USA
| | - Valery E Forbes
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, USA.
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Soil, Water and Climate, University of Minnesota, St. Paul, MN, USA; Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, USA.
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10
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Brandão J, Weiskerger C, Valério E, Pitkänen T, Meriläinen P, Avolio L, Heaney CD, Sadowsky MJ. Climate Change Impacts on Microbiota in Beach Sand and Water: Looking Ahead. Int J Environ Res Public Health 2022; 19:1444. [PMID: 35162479 PMCID: PMC8834802 DOI: 10.3390/ijerph19031444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 01/18/2022] [Accepted: 01/24/2022] [Indexed: 12/05/2022]
Abstract
Beach sand and water have both shown relevance for human health and their microbiology have been the subjects of study for decades. Recently, the World Health Organization recommended that recreational beach sands be added to the matrices monitored for enterococci and Fungi. Global climate change is affecting beach microbial contamination, via changes to conditions like water temperature, sea level, precipitation, and waves. In addition, the world is changing, and humans travel and relocate, often carrying endemic allochthonous microbiota. Coastal areas are amongst the most frequent relocation choices, especially in regions where desertification is taking place. A warmer future will likely require looking beyond the use of traditional water quality indicators to protect human health, in order to guarantee that waterways are safe to use for bathing and recreation. Finally, since sand is a complex matrix, an alternative set of microbial standards is necessary to guarantee that the health of beach users is protected from both sand and water contaminants. We need to plan for the future safer use of beaches by adapting regulations to a climate-changing world.
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Affiliation(s)
- João Brandão
- Department of Environmental Health, National Institute of Health Doutor Ricardo Jorge, 1649-016 Lisboa, Portugal;
- Centre for Environmental and Marine Studies (CESAM), Department of Animal Biology, Faculty of Sciences, University of Lisboa, 1749-016 Lisboa, Portugal
| | - Chelsea Weiskerger
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI 48824, USA;
| | - Elisabete Valério
- Department of Environmental Health, National Institute of Health Doutor Ricardo Jorge, 1649-016 Lisboa, Portugal;
- Centre for Environmental and Marine Studies (CESAM), Department of Animal Biology, Faculty of Sciences, University of Lisboa, 1749-016 Lisboa, Portugal
| | - Tarja Pitkänen
- Department of Health Security, The Finnish Institute for Health and Welfare, 70210 Kuopio, Finland; (T.P.); (P.M.)
- Department of Food Hygiene and Environmental Health, Faculty of Veterinary Medicine, University of Helsinki, 00100 Helsinki, Finland
| | - Päivi Meriläinen
- Department of Health Security, The Finnish Institute for Health and Welfare, 70210 Kuopio, Finland; (T.P.); (P.M.)
| | - Lindsay Avolio
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD 21205, USA; (L.A.); (C.D.H.)
| | - Christopher D. Heaney
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD 21205, USA; (L.A.); (C.D.H.)
| | - Michael J. Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA;
- Department of Soil, Water & Climate, University of Minnesota, St. Paul, MN 55108, USA
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN 55108, USA
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11
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Ahmed W, Simpson SL, Bertsch PM, Bibby K, Bivins A, Blackall LL, Bofill-Mas S, Bosch A, Brandão J, Choi PM, Ciesielski M, Donner E, D'Souza N, Farnleitner AH, Gerrity D, Gonzalez R, Griffith JF, Gyawali P, Haas CN, Hamilton KA, Hapuarachchi HC, Harwood VJ, Haque R, Jackson G, Khan SJ, Khan W, Kitajima M, Korajkic A, La Rosa G, Layton BA, Lipp E, McLellan SL, McMinn B, Medema G, Metcalfe S, Meijer WG, Mueller JF, Murphy H, Naughton CC, Noble RT, Payyappat S, Petterson S, Pitkänen T, Rajal VB, Reyneke B, Roman FA, Rose JB, Rusiñol M, Sadowsky MJ, Sala-Comorera L, Setoh YX, Sherchan SP, Sirikanchana K, Smith W, Steele JA, Sabburg R, Symonds EM, Thai P, Thomas KV, Tynan J, Toze S, Thompson J, Whiteley AS, Wong JCC, Sano D, Wuertz S, Xagoraraki I, Zhang Q, Zimmer-Faust AG, Shanks OC. Minimizing errors in RT-PCR detection and quantification of SARS-CoV-2 RNA for wastewater surveillance. Sci Total Environ 2022. [PMID: 34818780 DOI: 10.20944/preprints202104.0481.v1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Wastewater surveillance for pathogens using reverse transcription-polymerase chain reaction (RT-PCR) is an effective and resource-efficient tool for gathering community-level public health information, including the incidence of coronavirus disease-19 (COVID-19). Surveillance of Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) in wastewater can potentially provide an early warning signal of COVID-19 infections in a community. The capacity of the world's environmental microbiology and virology laboratories for SARS-CoV-2 RNA characterization in wastewater is increasing rapidly. However, there are no standardized protocols or harmonized quality assurance and quality control (QA/QC) procedures for SARS-CoV-2 wastewater surveillance. This paper is a technical review of factors that can cause false-positive and false-negative errors in the surveillance of SARS-CoV-2 RNA in wastewater, culminating in recommended strategies that can be implemented to identify and mitigate some of these errors. Recommendations include stringent QA/QC measures, representative sampling approaches, effective virus concentration and efficient RNA extraction, PCR inhibition assessment, inclusion of sample processing controls, and considerations for RT-PCR assay selection and data interpretation. Clear data interpretation guidelines (e.g., determination of positive and negative samples) are critical, particularly when the incidence of SARS-CoV-2 in wastewater is low. Corrective and confirmatory actions must be in place for inconclusive results or results diverging from current trends (e.g., initial onset or reemergence of COVID-19 in a community). It is also prudent to perform interlaboratory comparisons to ensure results' reliability and interpretability for prospective and retrospective analyses. The strategies that are recommended in this review aim to improve SARS-CoV-2 characterization and detection for wastewater surveillance applications. A silver lining of the COVID-19 pandemic is that the efficacy of wastewater surveillance continues to be demonstrated during this global crisis. In the future, wastewater should also play an important role in the surveillance of a range of other communicable diseases.
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Affiliation(s)
- Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia.
| | | | - Paul M Bertsch
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Kyle Bibby
- Department of Civil & Environmental Engineering & Earth Science, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, USA
| | - Aaron Bivins
- Department of Civil & Environmental Engineering & Earth Science, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, USA
| | - Linda L Blackall
- School of BioSciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Sílvia Bofill-Mas
- Laboratory of Virus Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, Faculty of Biology, University of Barcelona, 08028 Barcelona, Spain
| | - Albert Bosch
- Enteric Virus Laboratory, Department of Genetics, Microbiology and Statistics, University of Barcelona, Avda. Diagonal 643, 08028 Barcelona, Spain
| | - João Brandão
- Department of Environmental Health, National Institute of Health Dr. Ricardo Jorge, Lisboa, Portugal
| | - Phil M Choi
- Water Unit, Health Protection Branch, Prevention Division, Queensland Health, QLD, Australia; The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Mark Ciesielski
- University of North Carolina at Chapel Hill, Institute of Marine Sciences, Morehead City, NC, United States
| | - Erica Donner
- Future Industries Institute, University of South Australia, University Boulevard, Mawson Lakes, SA 5095, Australia
| | - Nishita D'Souza
- Department of Fisheries and Wildlife, Michigan State University, E. Lansing, MI, USA
| | - Andreas H Farnleitner
- Institute of Chemical, Environmental & Bioscience Engineering, Research Group Environmental Microbiology and Molecular Diagnostic, 166/5/3, Technische Universität Wien, Vienna, Austria; Research Division Water Quality and Health, Department Pharmacology, Physiology and Microbiology, Karl Landsteiner University of Health Sciences, Dr. Karl-Dorrek-Straβe 30, 3500 Krems an der Donau, Austria
| | - Daniel Gerrity
- Southern Nevada Water Authority, P.O. Box 99954, Las Vegas, NV 89193, USA
| | - Raul Gonzalez
- Hampton Roads Sanitation District, 1434 Air Rail Avenue, Virginia Beach, VA 23455, USA
| | - John F Griffith
- Southern California Coastal Water Research Project, Costa Mesa, CA 92626, USA
| | - Pradip Gyawali
- Institute of Environmental Science and Research Ltd (ESR), Porirua 5240, New Zealand
| | | | - Kerry A Hamilton
- School of Sustainable Engineering and the Built Environment and The Biodesign Institute Center for Environmental Health Engineering, Arizona State University, Tempe, AZ 85287, USA
| | | | - Valerie J Harwood
- Department of Integrative Biology, University of South Florida, Tampa, FL, USA
| | - Rehnuma Haque
- Environmental Interventions Unit, Icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka 1212, Bangladesh
| | - Greg Jackson
- Water Unit, Health Protection Branch, Prevention Division, Queensland Health, QLD, Australia
| | - Stuart J Khan
- Water Research Centre, School of Civil and Environmental Engineering, University of New South Wales, NSW 2052, Australia
| | - Wesaal Khan
- Department of Microbiology, Faculty of Science, Stellenbosch University, Private Bag X1, Stellenbosch 7602, South Africa
| | - Masaaki Kitajima
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13 West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - Asja Korajkic
- United States Environmental Protection Agency, Office of Research and Development, 26W Martin Luther King Jr. Drive, Cincinnati, OH 45268, USA
| | - Giuseppina La Rosa
- Department of Environment and Health, Istituto Superiore di Sanità, Rome, Italy
| | - Blythe A Layton
- Department of Research & Innovation, Clean Water Services, Hillsboro, OR, USA
| | - Erin Lipp
- Environmental Health Sciences Department, University of Georgia, Athens, GA 30602, USA
| | - Sandra L McLellan
- School of Freshwater Sciences, University of Wisconsin-Milwaukee, WI, USA
| | - Brian McMinn
- United States Environmental Protection Agency, Office of Research and Development, 26W Martin Luther King Jr. Drive, Cincinnati, OH 45268, USA
| | - Gertjan Medema
- KWR Water Research Institute, Groningenhaven 7, 3433 PE Nieuwegein, the Netherlands
| | - Suzanne Metcalfe
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Wim G Meijer
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Jochen F Mueller
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Heather Murphy
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | - Coleen C Naughton
- University of California Merced, Department of Civil and Environmental Engineering, 5200 N. Lake Rd., Merced, CA 95343, USA
| | - Rachel T Noble
- University of North Carolina at Chapel Hill, Institute of Marine Sciences, Morehead City, NC, United States
| | - Sudhi Payyappat
- Sydney Water, 1 Smith Street, Parramatta, NSW 2150, Australia
| | - Susan Petterson
- Water and Health Pty Ltd., 13 Lord St, North Sydney, NSW 2060, Australia; School of Medicine, Griffith University, Parklands Drive, Gold Coast, Australia
| | - Tarja Pitkänen
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, P.O. Box 95, FI-70701 Kuopio, Finland; University of Helsinki, Faculty of Veterinary Medicine, Department of Food Hygiene and Environmental Health, P.O. Box 66, FI-00014, Finland
| | - Veronica B Rajal
- Facultad de Ingeniería and Instituto de Investigaciones para la Industria Química (INIQUI) - CONICET and Universidad Nacional de Salta, Av. Bolivia 5150, Salta, Argentina
| | - Brandon Reyneke
- Department of Microbiology, Faculty of Science, Stellenbosch University, Private Bag X1, Stellenbosch 7602, South Africa
| | - Fernando A Roman
- University of California Merced, Department of Civil and Environmental Engineering, 5200 N. Lake Rd., Merced, CA 95343, USA
| | - Joan B Rose
- Department of Fisheries and Wildlife, Michigan State University, E. Lansing, MI, USA
| | - Marta Rusiñol
- Institute of Environmental Assessment & Water Research (IDAEA), CSIC, Barcelona, Spain
| | - Michael J Sadowsky
- Biotechnology Institute and Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN, USA
| | - Laura Sala-Comorera
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Yin Xiang Setoh
- Environmental Health Institute, National Environment Agency, Singapore
| | - Samendra P Sherchan
- Department of Environmental Health Sciences, Tulane University, 1440 Canal Street, New Orleans, LA 70112, USA
| | - Kwanrawee Sirikanchana
- Research Laboratory of Biotechnology, Chulabhorn Research Institute, 54 Kampangpetch 6 Road, Laksi, Bangkok 10210, Thailand
| | - Wendy Smith
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Joshua A Steele
- Southern California Coastal Water Research Project, Costa Mesa, CA 92626, USA
| | - Rosalie Sabburg
- CSIRO Agriculture and Food, Bioscience Precinct, St Lucia, QLD 4067, Australia
| | - Erin M Symonds
- College of Marine Science, University of South Florida, St. Petersburg, FL, USA
| | - Phong Thai
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Kevin V Thomas
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Josh Tynan
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Simon Toze
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Janelle Thompson
- Asian School of the Environment, Nanyang Technological University, Singapore 639798, Singapore; Singapore Centre for Environmental Life Sciences Engineering (SCELSE) Singapore 637551
| | | | | | - Daisuke Sano
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-Ku, Sendai, Miyagi 980-8597, Japan
| | - Stefan Wuertz
- Singapore Centre for Environmental Life Sciences Engineering (SCELSE) Singapore 637551; School of Civil and Environmental Engineering, Nanyang Technological University, Singapore 639798
| | - Irene Xagoraraki
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI 48824, USA
| | - Qian Zhang
- Biotechnology Institute and Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN, USA
| | | | - Orin C Shanks
- United States Environmental Protection Agency, Office of Research and Development, 26W Martin Luther King Jr. Drive, Cincinnati, OH 45268, USA
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12
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Ahmed W, Simpson SL, Bertsch PM, Bibby K, Bivins A, Blackall LL, Bofill-Mas S, Bosch A, Brandão J, Choi PM, Ciesielski M, Donner E, D'Souza N, Farnleitner AH, Gerrity D, Gonzalez R, Griffith JF, Gyawali P, Haas CN, Hamilton KA, Hapuarachchi HC, Harwood VJ, Haque R, Jackson G, Khan SJ, Khan W, Kitajima M, Korajkic A, La Rosa G, Layton BA, Lipp E, McLellan SL, McMinn B, Medema G, Metcalfe S, Meijer WG, Mueller JF, Murphy H, Naughton CC, Noble RT, Payyappat S, Petterson S, Pitkänen T, Rajal VB, Reyneke B, Roman FA, Rose JB, Rusiñol M, Sadowsky MJ, Sala-Comorera L, Setoh YX, Sherchan SP, Sirikanchana K, Smith W, Steele JA, Sabburg R, Symonds EM, Thai P, Thomas KV, Tynan J, Toze S, Thompson J, Whiteley AS, Wong JCC, Sano D, Wuertz S, Xagoraraki I, Zhang Q, Zimmer-Faust AG, Shanks OC. Minimizing errors in RT-PCR detection and quantification of SARS-CoV-2 RNA for wastewater surveillance. Sci Total Environ 2022; 805:149877. [PMID: 34818780 PMCID: PMC8386095 DOI: 10.1016/j.scitotenv.2021.149877] [Citation(s) in RCA: 115] [Impact Index Per Article: 57.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 08/20/2021] [Accepted: 08/20/2021] [Indexed: 05/18/2023]
Abstract
Wastewater surveillance for pathogens using reverse transcription-polymerase chain reaction (RT-PCR) is an effective and resource-efficient tool for gathering community-level public health information, including the incidence of coronavirus disease-19 (COVID-19). Surveillance of Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) in wastewater can potentially provide an early warning signal of COVID-19 infections in a community. The capacity of the world's environmental microbiology and virology laboratories for SARS-CoV-2 RNA characterization in wastewater is increasing rapidly. However, there are no standardized protocols or harmonized quality assurance and quality control (QA/QC) procedures for SARS-CoV-2 wastewater surveillance. This paper is a technical review of factors that can cause false-positive and false-negative errors in the surveillance of SARS-CoV-2 RNA in wastewater, culminating in recommended strategies that can be implemented to identify and mitigate some of these errors. Recommendations include stringent QA/QC measures, representative sampling approaches, effective virus concentration and efficient RNA extraction, PCR inhibition assessment, inclusion of sample processing controls, and considerations for RT-PCR assay selection and data interpretation. Clear data interpretation guidelines (e.g., determination of positive and negative samples) are critical, particularly when the incidence of SARS-CoV-2 in wastewater is low. Corrective and confirmatory actions must be in place for inconclusive results or results diverging from current trends (e.g., initial onset or reemergence of COVID-19 in a community). It is also prudent to perform interlaboratory comparisons to ensure results' reliability and interpretability for prospective and retrospective analyses. The strategies that are recommended in this review aim to improve SARS-CoV-2 characterization and detection for wastewater surveillance applications. A silver lining of the COVID-19 pandemic is that the efficacy of wastewater surveillance continues to be demonstrated during this global crisis. In the future, wastewater should also play an important role in the surveillance of a range of other communicable diseases.
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Affiliation(s)
- Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia.
| | | | - Paul M Bertsch
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Kyle Bibby
- Department of Civil & Environmental Engineering & Earth Science, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, USA
| | - Aaron Bivins
- Department of Civil & Environmental Engineering & Earth Science, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, USA
| | - Linda L Blackall
- School of BioSciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Sílvia Bofill-Mas
- Laboratory of Virus Contaminants of Water and Food, Department of Genetics, Microbiology and Statistics, Faculty of Biology, University of Barcelona, 08028 Barcelona, Spain
| | - Albert Bosch
- Enteric Virus Laboratory, Department of Genetics, Microbiology and Statistics, University of Barcelona, Avda. Diagonal 643, 08028 Barcelona, Spain
| | - João Brandão
- Department of Environmental Health, National Institute of Health Dr. Ricardo Jorge, Lisboa, Portugal
| | - Phil M Choi
- Water Unit, Health Protection Branch, Prevention Division, Queensland Health, QLD, Australia; The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Mark Ciesielski
- University of North Carolina at Chapel Hill, Institute of Marine Sciences, Morehead City, NC, United States
| | - Erica Donner
- Future Industries Institute, University of South Australia, University Boulevard, Mawson Lakes, SA 5095, Australia
| | - Nishita D'Souza
- Department of Fisheries and Wildlife, Michigan State University, E. Lansing, MI, USA
| | - Andreas H Farnleitner
- Institute of Chemical, Environmental & Bioscience Engineering, Research Group Environmental Microbiology and Molecular Diagnostic, 166/5/3, Technische Universität Wien, Vienna, Austria; Research Division Water Quality and Health, Department Pharmacology, Physiology and Microbiology, Karl Landsteiner University of Health Sciences, Dr. Karl-Dorrek-Straβe 30, 3500 Krems an der Donau, Austria
| | - Daniel Gerrity
- Southern Nevada Water Authority, P.O. Box 99954, Las Vegas, NV 89193, USA
| | - Raul Gonzalez
- Hampton Roads Sanitation District, 1434 Air Rail Avenue, Virginia Beach, VA 23455, USA
| | - John F Griffith
- Southern California Coastal Water Research Project, Costa Mesa, CA 92626, USA
| | - Pradip Gyawali
- Institute of Environmental Science and Research Ltd (ESR), Porirua 5240, New Zealand
| | | | - Kerry A Hamilton
- School of Sustainable Engineering and the Built Environment and The Biodesign Institute Center for Environmental Health Engineering, Arizona State University, Tempe, AZ 85287, USA
| | | | - Valerie J Harwood
- Department of Integrative Biology, University of South Florida, Tampa, FL, USA
| | - Rehnuma Haque
- Environmental Interventions Unit, Icddr,b, 68 Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka 1212, Bangladesh
| | - Greg Jackson
- Water Unit, Health Protection Branch, Prevention Division, Queensland Health, QLD, Australia
| | - Stuart J Khan
- Water Research Centre, School of Civil and Environmental Engineering, University of New South Wales, NSW 2052, Australia
| | - Wesaal Khan
- Department of Microbiology, Faculty of Science, Stellenbosch University, Private Bag X1, Stellenbosch 7602, South Africa
| | - Masaaki Kitajima
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13 West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - Asja Korajkic
- United States Environmental Protection Agency, Office of Research and Development, 26W Martin Luther King Jr. Drive, Cincinnati, OH 45268, USA
| | - Giuseppina La Rosa
- Department of Environment and Health, Istituto Superiore di Sanità, Rome, Italy
| | - Blythe A Layton
- Department of Research & Innovation, Clean Water Services, Hillsboro, OR, USA
| | - Erin Lipp
- Environmental Health Sciences Department, University of Georgia, Athens, GA 30602, USA
| | - Sandra L McLellan
- School of Freshwater Sciences, University of Wisconsin-Milwaukee, WI, USA
| | - Brian McMinn
- United States Environmental Protection Agency, Office of Research and Development, 26W Martin Luther King Jr. Drive, Cincinnati, OH 45268, USA
| | - Gertjan Medema
- KWR Water Research Institute, Groningenhaven 7, 3433 PE Nieuwegein, the Netherlands
| | - Suzanne Metcalfe
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Wim G Meijer
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Jochen F Mueller
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Heather Murphy
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | - Coleen C Naughton
- University of California Merced, Department of Civil and Environmental Engineering, 5200 N. Lake Rd., Merced, CA 95343, USA
| | - Rachel T Noble
- University of North Carolina at Chapel Hill, Institute of Marine Sciences, Morehead City, NC, United States
| | - Sudhi Payyappat
- Sydney Water, 1 Smith Street, Parramatta, NSW 2150, Australia
| | - Susan Petterson
- Water and Health Pty Ltd., 13 Lord St, North Sydney, NSW 2060, Australia; School of Medicine, Griffith University, Parklands Drive, Gold Coast, Australia
| | - Tarja Pitkänen
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, P.O. Box 95, FI-70701 Kuopio, Finland; University of Helsinki, Faculty of Veterinary Medicine, Department of Food Hygiene and Environmental Health, P.O. Box 66, FI-00014, Finland
| | - Veronica B Rajal
- Facultad de Ingeniería and Instituto de Investigaciones para la Industria Química (INIQUI) - CONICET and Universidad Nacional de Salta, Av. Bolivia 5150, Salta, Argentina
| | - Brandon Reyneke
- Department of Microbiology, Faculty of Science, Stellenbosch University, Private Bag X1, Stellenbosch 7602, South Africa
| | - Fernando A Roman
- University of California Merced, Department of Civil and Environmental Engineering, 5200 N. Lake Rd., Merced, CA 95343, USA
| | - Joan B Rose
- Department of Fisheries and Wildlife, Michigan State University, E. Lansing, MI, USA
| | - Marta Rusiñol
- Institute of Environmental Assessment & Water Research (IDAEA), CSIC, Barcelona, Spain
| | - Michael J Sadowsky
- Biotechnology Institute and Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN, USA
| | - Laura Sala-Comorera
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Yin Xiang Setoh
- Environmental Health Institute, National Environment Agency, Singapore
| | - Samendra P Sherchan
- Department of Environmental Health Sciences, Tulane University, 1440 Canal Street, New Orleans, LA 70112, USA
| | - Kwanrawee Sirikanchana
- Research Laboratory of Biotechnology, Chulabhorn Research Institute, 54 Kampangpetch 6 Road, Laksi, Bangkok 10210, Thailand
| | - Wendy Smith
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Joshua A Steele
- Southern California Coastal Water Research Project, Costa Mesa, CA 92626, USA
| | - Rosalie Sabburg
- CSIRO Agriculture and Food, Bioscience Precinct, St Lucia, QLD 4067, Australia
| | - Erin M Symonds
- College of Marine Science, University of South Florida, St. Petersburg, FL, USA
| | - Phong Thai
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Kevin V Thomas
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Josh Tynan
- The University of Queensland, Queensland Alliance for Environmental Health Sciences, QLD, Australia
| | - Simon Toze
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Janelle Thompson
- Asian School of the Environment, Nanyang Technological University, Singapore 639798, Singapore; Singapore Centre for Environmental Life Sciences Engineering (SCELSE) Singapore 637551
| | | | | | - Daisuke Sano
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-Ku, Sendai, Miyagi 980-8597, Japan
| | - Stefan Wuertz
- Singapore Centre for Environmental Life Sciences Engineering (SCELSE) Singapore 637551; School of Civil and Environmental Engineering, Nanyang Technological University, Singapore 639798
| | - Irene Xagoraraki
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI 48824, USA
| | - Qian Zhang
- Biotechnology Institute and Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN, USA
| | | | - Orin C Shanks
- United States Environmental Protection Agency, Office of Research and Development, 26W Martin Luther King Jr. Drive, Cincinnati, OH 45268, USA
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13
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Mathai PP, Byappanahalli MN, Johnson NS, Sadowsky MJ. Corrigendum: Gut Microbiota Associated With Different Sea Lamprey ( Petromyzon marinus) Life Stages. Front Microbiol 2021; 12:807068. [PMID: 34966379 PMCID: PMC8710771 DOI: 10.3389/fmicb.2021.807068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 11/11/2021] [Indexed: 11/13/2022] Open
Abstract
[This corrects the article DOI: 10.3389/fmicb.2021.706683.].
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Affiliation(s)
- Prince P Mathai
- BioTechnology Institute, University of Minnesota, St. Paul, MN, United States
| | - Muruleedhara N Byappanahalli
- U.S. Geological Survey, Great Lakes Science Center, Lake Michigan Ecological Research Station, Chesterton, IN, United States
| | - Nicholas S Johnson
- U.S. Geological Survey, Great Lakes Science Center, Hammond Bay Biological Station, Millersburg, MI, United States
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, United States.,Department of Soil, Water and Climate, University of Minnesota, St. Paul, MN, United States.,Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, United States
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14
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Farooq A, Kim J, Raza S, Jang J, Han D, Sadowsky MJ, Unno T. A hybrid DNA sequencing approach is needed to properly link genotype to phenotype in multi-drug resistant bacteria. Environ Pollut 2021; 289:117856. [PMID: 34330011 DOI: 10.1016/j.envpol.2021.117856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 06/30/2021] [Accepted: 07/25/2021] [Indexed: 06/13/2023]
Abstract
Antibiotic resistance genes (ARGs) are now viewed as emerging contaminants posing a potential worldwide human health risk. The degree to which ARGs are transferred to other bacteria via mobile genetic elements (MGEs), including insertion sequences (ISs), plasmids, and phages, has a strong association with their likelihood to function as resistance transfer determinants. Consequently, understanding the structure and function of MGEs is paramount to assessing future health risks associated with ARGs in an environment subjected to strong antibiotic pressure. In this study we used whole genome sequencing, done using MinION and HiSeq platforms, to examine antibiotic resistance determinants among four multidrug resistant bacteria isolated from fish farm effluent in Jeju, South Korea. The combined data was used to ascertain the association between ARGs and MGEs. Hybrid assembly using HiSeq and MinION reads revealed the presence of IncFIB(K) and pVPH2 plasmids, whose sizes were verified using pulsed field gel electrophoresis. Twenty four ARGs and 95 MGEs were identified among the 955 coding sequences annotated on these plasmids. More importantly, 22 of 24 ARGs conferring resistance to various antibiotics were found to be located near MGEs, whereas about a half of the ARGs (11 out of 21) were so in chromosomes. Our results also suggest that the total phenotypic resistance exhibited by the isolates was mainly contributed by these putatively mobilizable ARGs. The study gives genomic insights into the origins of putatively mobilizable ARGs in bacteria subjected to selection pressure.
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Affiliation(s)
- Adeel Farooq
- Faculty of Biotechnology, School of Life Sciences, SARI, Jeju National University, Jeju, 63243, Republic of Korea
| | - Jungman Kim
- Research Institute for Basic Sciences (RIBS), Jeju National University, Jeju, 63243, Republic of Korea
| | - Shahbaz Raza
- Faculty of Biotechnology, School of Life Sciences, SARI, Jeju National University, Jeju, 63243, Republic of Korea
| | - Jeonghwan Jang
- Division of Biotechnology, Jeonbuk National University, Iksan, 54596, Republic of Korea
| | - Dukki Han
- Department of Marine Molecular Bioscience, Gangneung-Wonju National University, Gangneung, 25457, Republic of Korea
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Soil, Water & Climate, and Department of Microbial and Plant Biology, University of Minnesota, St. Paul, MN, USA
| | - Tatsuya Unno
- Faculty of Biotechnology, School of Life Sciences, SARI, Jeju National University, Jeju, 63243, Republic of Korea.
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15
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Mathai PP, Byappanahalli MN, Johnson NS, Sadowsky MJ. Gut Microbiota Associated With Different Sea Lamprey ( Petromyzon marinus) Life Stages. Front Microbiol 2021; 12:706683. [PMID: 34539605 PMCID: PMC8446677 DOI: 10.3389/fmicb.2021.706683] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 07/31/2021] [Indexed: 11/25/2022] Open
Abstract
Sea lamprey (SL; Petromyzon marinus), one of the oldest living vertebrates, have a complex metamorphic life cycle. Following hatching, SL transition into a microphagous, sediment burrowing larval stage, and after 2–10+ years, the larvae undergo a dramatic metamorphosis, transforming into parasitic juveniles that feed on blood and bodily fluids of fishes; adult lamprey cease feeding, spawn, and die. Since gut microbiota are critical for the overall health of all animals, we examined the microbiota associated with SLs in each life history stage. We show that there were significant differences in the gut bacterial communities associated with the larval, parasitic juvenile, and adult life stages. The transition from larval to the parasitic juvenile stage was marked with a significant shift in bacterial community structure and reduction in alpha diversity. The most abundant SL-associated phyla were Proteobacteria, Fusobacteria, Bacteroidetes, Verrucomicrobia, Actinobacteria, and Firmicutes, with their relative abundances varying among the stages. Moreover, while larval SL were enriched with unclassified Fusobacteriaceae, unclassified Verrucomicrobiales and Cetobacterium, members of the genera with fastidious nutritional requirements, such as Streptococcus, Haemophilus, Cutibacterium, Veillonella, and Massilia, were three to four orders of magnitude greater in juveniles than in larvae. In contrast, adult SLs were enriched with Aeromonas, Iodobacter, Shewanella, and Flavobacterium. Collectively, our findings show that bacterial communities in the SL gut are dramatically different among its life stages. Understanding how these communities change over time within and among SL life stages may shed more light on the role that these gut microbes play in host growth and fitness.
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Affiliation(s)
- Prince P Mathai
- BioTechnology Institute, University of Minnesota, St. Paul, MN, United States
| | - Muruleedhara N Byappanahalli
- U.S. Geological Survey, Great Lakes Science Center, Lake Michigan Ecological Research Station, Chesterton, IN, United States
| | - Nicholas S Johnson
- U.S. Geological Survey, Great Lakes Science Center, Hammond Bay Biological Station, Millersburg, MI, United States
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, United States.,Department of Soil, Water and Climate, University of Minnesota, St. Paul, MN, United States.,Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, United States
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16
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Durán P, Tortella G, Sadowsky MJ, Viscardi S, Barra PJ, Mora MDLL. Engineering Multigenerational Host-Modulated Microbiota against Soilborne Pathogens in Response to Global Climate Change. Biology (Basel) 2021; 10:865. [PMID: 34571742 PMCID: PMC8472835 DOI: 10.3390/biology10090865] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/26/2021] [Accepted: 08/27/2021] [Indexed: 11/17/2022]
Abstract
Crop migration caused by climatic events has favored the emergence of new soilborne diseases, resulting in the colonization of new niches (emerging infectious diseases, EIDs). Soilborne pathogens are extremely persistent in the environment. This is in large part due to their ability to reside in the soil for a long time, even without a host plant, using survival several strategies. In this regard, disease-suppressive soils, characterized by a low disease incidence due to the presence of antagonist microorganisms, can be an excellent opportunity for the study mechanisms of soil-induced immunity, which can be applied in the development of a new generation of bioinoculants. Therefore, here we review the main effects of climate change on crops and pathogens, as well as the potential use of soil-suppressive microbiota as a natural source of biocontrol agents. Based on results of previous studies, we also propose a strategy for the optimization of microbiota assemblages, selected using a host-mediated approach. This process involves an increase in and prevalence of specific taxa during the transition from a conducive to a suppressive soil. This strategy could be used as a model to engineer microbiota assemblages for pathogen suppression, as well as for the reduction of abiotic stresses created due to global climate change.
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Affiliation(s)
- Paola Durán
- Scientific and Technological Bioresource Nucleus, Universidad de La Frontera, Temuco 4811230, Chile; (P.J.B.); (M.d.l.L.M.)
- Biocontrol Research Laboratory, Universidad de La Frontera, Temuco 4811230, Chile
| | - Gonzalo Tortella
- Centro de Excelencia en Investigación Biotecnológica Aplicada al Medio Ambiente (CIBAMA-BIOREN), Facultad de Ingeniería y Ciencias, Universidad de La Frontera, Temuco 4811230, Chile;
| | - Michael J. Sadowsky
- BioTechnology Institute, University of Minnesota, Minneapolis, MN 55108, USA;
| | - Sharon Viscardi
- Núcleo de Investigación en Producción Alimentaria, Facultad de Recursos Naturales, Universidad Católica de Temuco, P.O. Box 15-D, Temuco 4813302, Chile;
| | - Patricio Javier Barra
- Scientific and Technological Bioresource Nucleus, Universidad de La Frontera, Temuco 4811230, Chile; (P.J.B.); (M.d.l.L.M.)
- Biocontrol Research Laboratory, Universidad de La Frontera, Temuco 4811230, Chile
| | - Maria de la Luz Mora
- Scientific and Technological Bioresource Nucleus, Universidad de La Frontera, Temuco 4811230, Chile; (P.J.B.); (M.d.l.L.M.)
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17
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Zimmer-Faust AG, Steele JA, Xiong X, Staley C, Griffith M, Sadowsky MJ, Diaz M, Griffith JF. A Combined Digital PCR and Next Generation DNA-Sequencing Based Approach for Tracking Nearshore Pollutant Dynamics Along the Southwest United States/Mexico Border. Front Microbiol 2021; 12:674214. [PMID: 34421839 PMCID: PMC8377738 DOI: 10.3389/fmicb.2021.674214] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 05/25/2021] [Indexed: 12/27/2022] Open
Abstract
Ocean currents, multiple fecal bacteria input sources, and jurisdictional boundaries can complicate pollution source tracking and associated mitigation and management efforts within the nearshore coastal environment. In this study, multiple microbial source tracking tools were employed to characterize the impact and reach of an ocean wastewater treatment facility discharge in Mexico northward along the coast and across the Southwest United States- Mexico Border. Water samples were evaluated for fecal indicator bacteria (FIB), Enterococcus by culture-based methods, and human-associated genetic marker (HF183) and Enterococcus by droplet digital polymerase chain reaction (ddPCR). In addition, 16S rRNA gene sequence analysis was performed and the SourceTracker algorithm was used to characterize the bacterial community of the wastewater treatment plume and its contribution to beach waters. Sampling dates were chosen based on ocean conditions associated with northern currents. Evidence of a gradient in human fecal pollution that extended north from the wastewater discharge across the United States/Mexico border from the point source was observed using human-associated genetic markers and microbial community analysis. The spatial extent of fecal contamination observed was largely dependent on swell and ocean conditions. These findings demonstrate the utility of a combination of molecular tools for understanding and tracking specific pollutant sources in dynamic coastal water environments.
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Affiliation(s)
- Amity G Zimmer-Faust
- Southern California Coastal Water Research Project, Costa Mesa, CA, United States
| | - Joshua A Steele
- Southern California Coastal Water Research Project, Costa Mesa, CA, United States
| | - Xianyi Xiong
- BioTechnology Institute, University of Minnesota Twin Cities, Saint Paul, MN, United States
| | - Christopher Staley
- BioTechnology Institute, University of Minnesota Twin Cities, Saint Paul, MN, United States
| | - Madison Griffith
- Southern California Coastal Water Research Project, Costa Mesa, CA, United States
| | - Michael J Sadowsky
- Department of Soil, Water, and Climate, University of Minnesota Twin Cities, Saint Paul, MN, United States
| | - Margarita Diaz
- Proyecto Fronterizo de Educación Ambiental, A.C., Tijuana, Mexico
| | - John F Griffith
- Southern California Coastal Water Research Project, Costa Mesa, CA, United States
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18
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Qiu L, Zhang Q, Zhu H, Reich PB, Banerjee S, van der Heijden MGA, Sadowsky MJ, Ishii S, Jia X, Shao M, Liu B, Jiao H, Li H, Wei X. Erosion reduces soil microbial diversity, network complexity and multifunctionality. ISME J 2021; 15:2474-2489. [PMID: 33712698 PMCID: PMC8319411 DOI: 10.1038/s41396-021-00913-1] [Citation(s) in RCA: 125] [Impact Index Per Article: 41.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Revised: 01/18/2021] [Accepted: 01/25/2021] [Indexed: 01/31/2023]
Abstract
While soil erosion drives land degradation, the impact of erosion on soil microbial communities and multiple soil functions remains unclear. This hinders our ability to assess the true impact of erosion on soil ecosystem services and our ability to restore eroded environments. Here we examined the effect of erosion on microbial communities at two sites with contrasting soil texture and climates. Eroded plots had lower microbial network complexity, fewer microbial taxa, and fewer associations among microbial taxa, relative to non-eroded plots. Soil erosion also shifted microbial community composition, with decreased relative abundances of dominant phyla such as Proteobacteria, Bacteroidetes, and Gemmatimonadetes. In contrast, erosion led to an increase in the relative abundances of some bacterial families involved in N cycling, such as Acetobacteraceae and Beijerinckiaceae. Changes in microbiota characteristics were strongly related with erosion-induced changes in soil multifunctionality. Together, these results demonstrate that soil erosion has a significant negative impact on soil microbial diversity and functionality.
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Affiliation(s)
- Liping Qiu
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China ,CAS Center for Excellence in Quaternary Science and Global Change, Xi’an, Shaanxi China ,grid.144022.10000 0004 1760 4150College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi China
| | - Qian Zhang
- grid.17635.360000000419368657BioTechnology Institute, University of Minnesota, St. Paul, MN USA ,grid.12955.3a0000 0001 2264 7233College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China
| | - Hansong Zhu
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China ,grid.144022.10000 0004 1760 4150College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi China
| | - Peter B. Reich
- grid.17635.360000000419368657Department of Forest Resources, University of Minnesota, St. Paul, MN USA ,grid.1029.a0000 0000 9939 5719Hawkesbury Institute for the Environment, Western Sydney University, Penrith South DC, NSW Australia
| | - Samiran Banerjee
- grid.261055.50000 0001 2293 4611Department of Microbiological Sciences, North Dakota State University, Fargo, ND USA
| | - Marcel G. A. van der Heijden
- grid.417771.30000 0004 4681 910XAgroscope, Department of Agroecology & Environment, Zürich, Switzerland ,grid.7400.30000 0004 1937 0650Department of Plant and Microbial Biology, University of Zürich, Zürich, Switzerland
| | - Michael J. Sadowsky
- grid.17635.360000000419368657BioTechnology Institute, University of Minnesota, St. Paul, MN USA ,grid.17635.360000000419368657Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN USA
| | - Satoshi Ishii
- grid.17635.360000000419368657BioTechnology Institute, University of Minnesota, St. Paul, MN USA ,grid.17635.360000000419368657Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN USA
| | - Xiaoxu Jia
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China ,grid.9227.e0000000119573309Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
| | - Mingan Shao
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China ,grid.9227.e0000000119573309Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
| | - Baoyuan Liu
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China
| | - Huan Jiao
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China ,grid.144022.10000 0004 1760 4150College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi China
| | - Haiqiang Li
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China ,grid.144022.10000 0004 1760 4150College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi China
| | - Xiaorong Wei
- grid.144022.10000 0004 1760 4150State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi China ,CAS Center for Excellence in Quaternary Science and Global Change, Xi’an, Shaanxi China ,grid.410726.60000 0004 1797 8419University of Chinese Academy of Sciences, Beijing, China
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19
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Abou-Shanab RAI, Santelli CM, Sadowsky MJ. Bioaugmentation with As-transforming bacteria improves arsenic availability and uptake by the hyperaccumulator plant Pteris vittata (L). Int J Phytoremediation 2021; 24:420-428. [PMID: 34334062 DOI: 10.1080/15226514.2021.1951654] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Inorganic arsenic (As) is a toxic and carcinogenic pollutant that has long-term impacts on environmental quality and human health. Pteris vittata plants hyperaccumulate As from soils. Soil bacteria are critical for As-uptake by P. vittata. We examined the use of taxonomically diverse soil bacteria to modulate As speciation in soil and their effect on As-uptake by P. vittata. Aqueous media inoculated with Pseudomonas putida MK800041, P. monteilii MK344656, P. plecoglossicida MK345459, Ochrobactrum intermedium MK346993 or Agrobacterium tumefaciens MK346997 resulted in the oxidation of 5-30% As(III) and a 49-79% reduction of As(V). Soil inoculated with P. monteilii increased extractable As(III) and As(V) from 0.5 and 0.09 in controls to 0.9 and 0.39 mg As kg-1 soil dry weight, respectively. Moreover, and P. vittata plants inoculated with P. monteilii, P. plecoglossicida, O. intermedium strains, and A. tumefaciens strains MK344655, MK346994, MK346997, significantly increased As-uptake by 43, 32, 12, 18, 16, and 14%, respectively, compared to controls. The greatest As-accumulation (1.9 ± 0.04 g kg-1 frond Dwt) and bioconcentration factor (16.3 ± 0.35) was achieved in plants inoculated with P. monteilii. Our findings indicate that the tested bacterial strains can increase As-availability in soils, thus enhancing As-accumulation by P. vittata. Novelty statement Pteris vittata, a well-known As-hyperaccumulator, has the remarkable ability to accumulate higher levels of As in their above-ground biomass. The As-tolerant bacteria-plant interactions play a significant role in bioremediation by mediating As-redox and controlling As-availability and uptake by P. vittata. Our studies indicated that most of the tested bacterial strains isolated from As-impacted soil significantly enhanced As-uptake by P. vittata. P. monteilii oxidized 20% of As(III) and reduced 50% of As(V), increased As-extraction from soils, and increased As-uptake by 43% greater compared with control. Therefore, these strains associated with P. vittata can be used in large-scale field applications to remediate As-contaminated soil.
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Affiliation(s)
| | - Cara M Santelli
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
- Department of Earth and Environmental Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
- Department of Soil, Water & Climate, University of Minnesota, St. Paul, MN, USA
- Department of Plant & Microbial Biology, University of Minnesota, St. Paul, MN, USA
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20
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Welmillage SU, Zhang Q, Sreevidya VS, Sadowsky MJ, Gyaneshwar P. Inoculation of Mimosa Pudica with Paraburkholderia phymatum Results in Changes to the Rhizoplane Microbial Community Structure. Microbes Environ 2021; 36. [PMID: 33716243 PMCID: PMC7966945 DOI: 10.1264/jsme2.me20153] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Nitrogen fixing symbiosis between rhizobia and legumes contributes significant amounts of N to agricultural and natural environments. In natural soils, rhizobia compete with indigenous bacterial communities to colonize legume roots, which leads to symbiotic interactions. However, limited information is currently available on the effects of the rhizobial symbiont on the resident microbial community in the legume rhizosphere, rhizoplane, and endosphere, which is partly due to the presence of native nodulating rhizobial strains. In the present study, we used a symbiotic system comprised of Paraburkholderia phymatum and Mimosa pudica to examine the interaction of an inoculant strain with indigenous soil bacteria. The effects of a symbiont inoculation on the native bacterial community was investigated using high throughput sequencing and an analysis of 16S rRNA gene amplicons. The results obtained revealed that the inoculation induced significant alterations in the microbial community present in the rhizoplane+endosphere of the roots, with 13 different taxa showing significant changes in abundance. No significant changes were observed in the rhizospheric soil. The relative abundance of P. phymatum significantly increased in the rhizoplane+endosphere of the root, but significant decreased in the rhizospheric soil. While the rhizosphere, rhizoplane, and root endosphere contained a wide diversity of bacteria, the nodules were predominantly colonized by P. phymatum. A network analysis revealed that the operational taxonomic units of Streptomyces and Phycicoccus were positively associated with P. phymatum as potential keystone taxa. Collectively, these results suggest that the success of an inoculated symbiont depends on its ability to colonize the roots in the face of competition by other soil bacteria. A more detailed understanding of the mechanisms by which an inoculated strain colonizes its plant host is crucial for realizing the full potential of microbial inoculants in sustainable agriculture.
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Affiliation(s)
| | - Qian Zhang
- Department of Soil and Water and Climate, University of Minnesota
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21
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Rilling JI, Maruyama F, Sadowsky MJ, Acuña JJ, Jorquera MA. CRISPR loci-PCR as Tool for Tracking Azospirillum sp. Strain B510. Microorganisms 2021; 9:1351. [PMID: 34206618 PMCID: PMC8307223 DOI: 10.3390/microorganisms9071351] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 06/16/2021] [Accepted: 06/17/2021] [Indexed: 11/16/2022] Open
Abstract
Azospirillum-based plant and soil inoculants are widely used in agriculture. The inoculated Azospirillum strains are commonly tracked by both culture-dependent and culture-independent methods, which are time-consuming or expensive. In this context, clustered regularly interspaced short palindromic repeats (CRISPR) loci structure is unique in the bacterial genome, including some Azospirillum species. Here, we investigated the use of CRISPR loci to track specific Azospirillum strains in soils systems by PCR. Primer sets for Azospirillum sp. strain B510 were designed and evaluated by colony and endpoint PCR. The CRISPRloci-PCR approach was standardized for Azospirillum sp. strain B510, and its specificity was observed by testing against 9 different Azospirillum strains, and 38 strains of diverse bacterial genera isolated from wheat plants. The CRISPRloci-PCR approach was validated in assays with substrate and wheat seedlings. Azospirillum sp. strain B510 was detected after of two weeks of inoculation in both sterile and nonsterile substrates as well as rhizosphere grown in sterile substrate. The CRISPRloci-PCR approach was found to be a useful molecular tool for specific tracking of Azospirillum at the strain level. This technique can be easily adapted to other microbial inoculants carrying CRISPR loci and can be used to complement other microbiological techniques.
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Affiliation(s)
- Joaquin I. Rilling
- Applied Microbial Ecology Laboratory (EMAlab), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Temuco 4780000, Chile;
- Center of Plant, Soil Interaction and Natural Resources Biotechnology, Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco 4780000, Chile
| | - Fumito Maruyama
- Office of Industry-Academia-Government and Community Collaboration, Hiroshima University, Hiroshima 739-8511, Japan;
| | - Michael J. Sadowsky
- Department of Soil, Water, and Climate, Department of Plant and Microbial Biology, and BioTechnology Institute, University of Minnesota, St. Paul, MN 55812, USA;
| | - Jacquelinne J. Acuña
- Applied Microbial Ecology Laboratory (EMAlab), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Temuco 4780000, Chile;
- Center of Plant, Soil Interaction and Natural Resources Biotechnology, Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco 4780000, Chile
| | - Milko A. Jorquera
- Applied Microbial Ecology Laboratory (EMAlab), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Temuco 4780000, Chile;
- Center of Plant, Soil Interaction and Natural Resources Biotechnology, Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco 4780000, Chile
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22
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Schwab M, Bergonzi C, Sakkos J, Staley C, Zhang Q, Sadowsky MJ, Aksan A, Elias M. Corrigendum: Signal Disruption Leads to Changes in Bacterial Community Population. Front Microbiol 2021; 12:691552. [PMID: 34040599 PMCID: PMC8142889 DOI: 10.3389/fmicb.2021.691552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 04/13/2021] [Indexed: 11/13/2022] Open
Abstract
[This corrects the article DOI: 10.3389/fmicb.2019.00611.].
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Affiliation(s)
- Michael Schwab
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Biotechnology Institute, University of Minnesota, Twin Cities, St. Paul, MN, United States
| | - Celine Bergonzi
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Biotechnology Institute, University of Minnesota, Twin Cities, St. Paul, MN, United States
| | - Jonathan Sakkos
- Department of Mechanical Engineering, University of Minnesota, Twin Cities, St. Paul, MN, United States
| | - Christopher Staley
- Biotechnology Institute, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Department of Surgery, University of Minnesota, Twin Cities, St. Paul, MN, United States
| | - Qian Zhang
- Biotechnology Institute, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Department of Soil, Water, and Climate, University of Minnesota, Twin Cities, St. Paul, MN, United States
| | - Michael J Sadowsky
- Biotechnology Institute, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Department of Soil, Water, and Climate, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Department of Plant and Microbial Biology, University of Minnesota, Twin Cities, St. Paul, MN, United States
| | - Alptekin Aksan
- Biotechnology Institute, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Department of Mechanical Engineering, University of Minnesota, Twin Cities, St. Paul, MN, United States
| | - Mikael Elias
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Twin Cities, St. Paul, MN, United States.,Biotechnology Institute, University of Minnesota, Twin Cities, St. Paul, MN, United States
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23
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Mathai PP, Bertram JH, Padhi SK, Singh V, Tolo IE, Primus A, Mor SK, Phelps NBD, Sadowsky MJ. Influence of Environmental Stressors on the Microbiota of Zebra Mussels (Dreissena polymorpha). Microb Ecol 2021; 81:1042-1053. [PMID: 33244619 PMCID: PMC8062372 DOI: 10.1007/s00248-020-01642-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 11/11/2020] [Indexed: 06/03/2023]
Abstract
Host-associated microbiota play a critical role in host fitness by providing nutrition, enhancing digestion capabilities, and by providing protection from pathogens. Here, we investigated the effects of two environmental stressors, temperature, and salinity, on the microbiota associated with zebra mussels (ZMs), a highly invasive bivalve in North America. To examine this in detail, lake-collected ZMs were acclimated to laboratory conditions, and subjected to temperature and salinity stress conditions. The impact of these stressors on the diversity, composition, and dynamics of ZM-associated microbiota were assessed by using amplicon- and shotgun-based sequencing, and qPCR-based approaches. Elevated temperature was found to be the primary driver of ZM mortality, although salinity alone also increased its likelihood. Stressor-induced ZM mortality, which ranged between 53 and 100%, was concomitant with significant increases in the relative abundance of several genera of putative opportunistic pathogens including Aeromonas. These genera were only present in low relative abundance in ZMs obtained from the control tank with 0% mortality. Shotgun sequencing and qPCR analyses indicated that the relative and absolute abundances of pathogenic Aeromonas species (particularly A. veronii) were significantly greater in temperature-induced dead ZMs. Taken together, our results show that environmental stress, especially elevated temperature (> 25 °C), is associated with the rapid mortality of ZMs as well as the proliferation of putative opportunistic bacterial pathogens.
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Affiliation(s)
- Prince P Mathai
- BioTechnology Institute, University of Minnesota, 1479 Gortner Ave., 140 Gortner Labs, St. Paul, MN, 55108, USA
| | - Jonathan H Bertram
- BioTechnology Institute, University of Minnesota, 1479 Gortner Ave., 140 Gortner Labs, St. Paul, MN, 55108, USA
| | - Soumesh K Padhi
- Department of Fisheries, Wildlife, and Conservation Biology, University of Minnesota, St. Paul, MN, USA
| | - Vikash Singh
- Department of Veterinary Population Medicine, University of Minnesota, St. Paul, MN, USA
| | - Isaiah E Tolo
- Department of Fisheries, Wildlife, and Conservation Biology, University of Minnesota, St. Paul, MN, USA
| | - Alexander Primus
- Department of Veterinary Population Medicine, University of Minnesota, St. Paul, MN, USA
| | - Sunil K Mor
- Department of Veterinary Population Medicine, University of Minnesota, St. Paul, MN, USA
| | - Nicholas B D Phelps
- Department of Fisheries, Wildlife, and Conservation Biology, University of Minnesota, St. Paul, MN, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, 1479 Gortner Ave., 140 Gortner Labs, St. Paul, MN, 55108, USA.
- Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN, USA.
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, USA.
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24
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Shamseldin A, Epstein B, Sadowsky MJ, Zhang Q. Comparative genomic analysis of diverse rhizobia and effective nitrogen-fixing clover-nodulating Rhizobium strains adapted to Egyptian dry ecosystems. Symbiosis 2021. [DOI: 10.1007/s13199-021-00764-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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25
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Souza FFC, Mathai PP, Pauliquevis T, Balsanelli E, Pedrosa FO, Souza EM, Baura VA, Monteiro RA, Cruz LM, Souza RAF, Andreae MO, Barbosa CGG, de Angelis IH, Sánchez-Parra B, Pӧhlker C, Weber B, Ruff E, Reis RA, Godoi RHM, Sadowsky MJ, Huergo LF. Influence of seasonality on the aerosol microbiome of the Amazon rainforest. Sci Total Environ 2021; 760:144092. [PMID: 33341626 DOI: 10.1016/j.scitotenv.2020.144092] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 11/14/2020] [Accepted: 11/22/2020] [Indexed: 06/12/2023]
Abstract
The Amazon rainforest is the world's largest tropical forest, and this biome may be a significant contributor to primary biological aerosol (PBA) emissions on a global scale. These aerosols also play a pivotal role in modulating ecosystem dynamics, dispersing biological material over geographic barriers and influencing climate through radiation absorption, light scattering, or acting as cloud condensation nuclei. Despite their importance, there are limited studies investigating the effect of environmental variables on the bioaerosol composition in the Amazon rainforest. Here we present a 16S rRNA gene-based amplicon sequencing approach to investigate the bacterial microbiome in aerosols of the Amazon rainforest during distinct seasons and at different heights above the ground. Our data revealed that seasonal changes in temperature, relative humidity, and precipitation are the primary drivers of compositional changes in the Amazon rainforest aerosol microbiome. Interestingly, no significant differences were observed in the bacterial community composition of aerosols collected at ground and canopy levels. The core airborne bacterial families present in Amazon aerosol were Enterobacteriaceae, Beijerinckiaceae, Polyangiaceae, Bacillaceae and Ktedonobacteraceae. By correlating the bacterial taxa identified in the aerosol with literature data, we speculate that the phyllosphere may be one possible source of airborne bacteria in the Amazon rainforest. Results of this study indicate that the aerosol microbiota of the Amazon Rainforest are fairly diverse and principally impacted by seasonal changes in temperature and humidity.
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Affiliation(s)
| | - Prince P Mathai
- Biotechnology Institute, University of Minnesota, St. Paul, MN, USA
| | | | - Eduardo Balsanelli
- Departamento de Bioquímica e Biologia Molecular, UFPR, Curitiba, PR, Brazil
| | - Fabio O Pedrosa
- Departamento de Bioquímica e Biologia Molecular, UFPR, Curitiba, PR, Brazil
| | - Emanuel M Souza
- Departamento de Bioquímica e Biologia Molecular, UFPR, Curitiba, PR, Brazil
| | - Valter A Baura
- Departamento de Bioquímica e Biologia Molecular, UFPR, Curitiba, PR, Brazil
| | - Rose A Monteiro
- Departamento de Bioquímica e Biologia Molecular, UFPR, Curitiba, PR, Brazil
| | - Leonardo M Cruz
- Departamento de Bioquímica e Biologia Molecular, UFPR, Curitiba, PR, Brazil
| | - Rodrigo A F Souza
- Meteorology Department, State University of Amazonas - UEA, Manaus, AM, Brazil
| | - Meinrat O Andreae
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, Mainz, Germany; Scripps Institution of Oceanography, University of San Diego, La Jolla, CA, USA
| | - Cybelli G G Barbosa
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, Mainz, Germany
| | | | | | - Christopher Pӧhlker
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, Mainz, Germany
| | - Bettina Weber
- Multiphase Chemistry Department, Max Planck Institute for Chemistry, Mainz, Germany; Institut für Biologie, University of Graz, Graz, Austria
| | - Emil Ruff
- Ecosystems Center, Marine Biological Laboratory, Woods Hole, USA; J Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods Hole, USA
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26
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Nakhi A, Wong HL, Weldy M, Khoruts A, Sadowsky MJ, Dosa PI. Structural modifications that increase gut restriction of bile acid derivatives. RSC Med Chem 2021; 12:394-405. [PMID: 34046622 DOI: 10.1039/d0md00425a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 01/30/2021] [Indexed: 11/21/2022] Open
Abstract
Bile acid derivatives have been investigated as possible therapeutics for a wide array of conditions, including several for which gut-restricted analogs would likely be preferred. These include the prevention of Clostridioides difficile infection (CDI) and the treatment of inflammatory bowel disease (IBD). The design of gut-restricted bile acid analogs, however, is complicated by the highly efficient enterohepatic circulation system that typically reabsorbs these compounds from the digestive tract for subsequent return to the liver. Herein, we report that incorporation of a sulfate group at the 7-position of the bile acid scaffold reduces oral bioavailability and increases fecal recovery in two pairs of compounds designed to inhibit the germination of C. difficile spores. A different approach was necessary for designing gut-restricted bile acid-based TGR5 agonists for the treatment of IBD, as the incorporation of a 7-sulfate group reduces activity at this receptor. Instead, building on our previous discovery that incorporation of a 7-methoxy group into chenodeoxycholic acid derivatives greatly increases their TGR5 receptor potency, we determined that an N-methyl-d-glucamine group could be conjugated to the scaffold to obtain a compound with an excellent mix of potency at the TGR5 receptor, low oral exposure, and good fecal recovery.
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Affiliation(s)
- Ali Nakhi
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry, University of Minnesota 717 Delaware Street SE Minneapolis Minnesota 55414 USA +1 612 626 6318 +1 612 625 7948
| | - Henry L Wong
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry, University of Minnesota 717 Delaware Street SE Minneapolis Minnesota 55414 USA +1 612 626 6318 +1 612 625 7948
| | - Melissa Weldy
- BioTechnology Institute, University of Minnesota 1479 Gortner Avenue St. Paul Minnesota 55108 USA.,Department of Medicine, Division of Gastroenterology, University of Minnesota Minneapolis Minnesota 55414 USA
| | - Alexander Khoruts
- BioTechnology Institute, University of Minnesota 1479 Gortner Avenue St. Paul Minnesota 55108 USA.,Department of Medicine, Division of Gastroenterology, University of Minnesota Minneapolis Minnesota 55414 USA.,Center for Immunology, University of Minnesota Minneapolis Minnesota 55414 USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota 1479 Gortner Avenue St. Paul Minnesota 55108 USA.,Department of Soil, Water & Climate, Department of Plant and Microbial Biology, University of Minnesota St. Paul Minnesota USA
| | - Peter I Dosa
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry, University of Minnesota 717 Delaware Street SE Minneapolis Minnesota 55414 USA +1 612 626 6318 +1 612 625 7948
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27
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Jang J, Hochstein R, Forbes VE, Sadowsky MJ. Bioturbation by the marine polychaete Capitella teleta alters the sediment microbial community by ingestion and defecation of sediment particles. Sci Total Environ 2021; 752:142239. [PMID: 33207493 DOI: 10.1016/j.scitotenv.2020.142239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/31/2020] [Accepted: 09/04/2020] [Indexed: 06/11/2023]
Abstract
Deposit-feeding benthic invertebrates are known to modify sediment structure and impact microbial processes associated with biogeochemical cycles in marine sedimentary environments. Despite this, however, there is limited information on how sediment ingestion and defecation by marine benthos alters microbial community structure and function in sediments. In the current study, we used high-throughput sequencing data of 16S rRNA genes obtained from a previous microcosm study to examine how sediment processing by the marine polychaete Capitella teleta specifically affects sediment microbiota. Here we show that both sediment ingestion and defecation by C. teleta significantly alters overall microbial community structure and function. Sediment processing by C. teleta resulted in significant enrichment of sediment microbial communities involved in sulfur and carbon cycling in worm fecal pellets. Moreover, C. teleta's microbiota was predominantly comprised of bacterial functional groups involved in fermentation, relative to microbiota found outside of the host. Collectively, results of this study indicate that C. teleta has the ability to alter microbial biogeochemical cycles in the benthic sedimentary environment by altering microbial assemblages in the worm gut, and in the sediment ingested and defecated by worms as they feed on sediment particles. In this sense, C. teleta plays an important role as an ecosystem engineer and in shaping nutrient cycling in the benthic environment.
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Affiliation(s)
- Jeonghwan Jang
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, USA; BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Rebecca Hochstein
- Separation and Purification Sciences Division, 3M Company, St. Paul, MN, USA
| | - Valery E Forbes
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, USA.
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Soil, Water and Climate, University of Minnesota, St. Paul, MN, USA; Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, USA.
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28
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Ahmed W, Toze S, Veal C, Fisher P, Zhang Q, Zhu Z, Staley C, Sadowsky MJ. Comparative decay of culturable faecal indicator bacteria, microbial source tracking marker genes, and enteric pathogens in laboratory microcosms that mimic a sub-tropical environment. Sci Total Environ 2021; 751:141475. [PMID: 32890804 DOI: 10.1016/j.scitotenv.2020.141475] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/02/2020] [Accepted: 08/02/2020] [Indexed: 06/11/2023]
Abstract
Enteric pathogens can be present in drinking water catchments due to several point and non-point sources of faecal contamination. Pathogen and contaminant signatures will decay due to environmental stresses, such as temperature, Ultra Violet (UV) radiation, salinity, and predation. In this study, we determined the decay of the culturable faecal indicator bacterium (FIB) Escherichia coli (E. coli), two sewage-associated marker genes (Bacteroides HF183 and crAssphage CPQ_056), and enteric pathogens (Campylobacter spp., human adenovirus 40/41, and Cryptosporidium parvum) in two freshwater laboratory microcosms using culture-based, quantitative PCR (qPCR) and vital dye (determine the fraction of viable Cryptosporidium oocysts) assays. Freshwater samples from the Lake Wappa and Lake Wivenhoe (Australia) were seeded with untreated sewage and C. parvum oocysts, and their declining concentrations were measured over a 28-day period. Moreover, 16S rRNA amplicon sequencing was also undertaken to determine the change/shift in sewage-associated bacterial communities using SourceTracker. Overall, culturable E. coli and the HF183 marker gene decayed significantly (p < 0.05) faster than did the qPCR measured enteric pathogens suggesting that the absence of culturable FIB or qPCR HF183 in water samples may not indicate the absence of pathogens. The decay of crAssphage was similar to that of HAdV 40/41 and other pathogens tested, suggesting crAssphage may be a better surrogate for enteric viruses in sub-tropical catchment waters. The decay rates were greater at 25 °C compared to 15 °C, suggesting that FIB and pathogens persist longer in the winter season compared to summer. Overall decay rates of the tested microorganisms in this microcosm study suggest that sub-tropical conditions, especially temperature, have a negative impact on the persistence of tested microorganisms. Sewage-associated bacterial communities also showed similar patterns. Based on the results, which showed differences in simulated summer and winter temperatures for pathogen decay, corresponding management options and treatment need to be adjusted accordingly to minimize human health risks effectively.
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Affiliation(s)
- Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD, Australia.
| | - Simon Toze
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD, Australia
| | - Cameron Veal
- Seqwater, 117 Brisbane Street, Ipswich, QLD, Australia
| | - Paul Fisher
- Seqwater, 117 Brisbane Street, Ipswich, QLD, Australia
| | - Qian Zhang
- Department of Soil, Water, and Climate, and the BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA
| | - Zhigang Zhu
- Department of Surgery, University of Minnesota, MN 55455, USA
| | | | - Michael J Sadowsky
- Department of Soil, Water, and Climate, and the BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA
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29
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Pileggi M, Pileggi SA, Sadowsky MJ. Herbicide bioremediation: from strains to bacterial communities. Heliyon 2020; 6:e05767. [PMID: 33392402 PMCID: PMC7773584 DOI: 10.1016/j.heliyon.2020.e05767] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 08/23/2020] [Accepted: 12/15/2020] [Indexed: 01/12/2023] Open
Abstract
There is high demand for herbicides based on the necessity to increase crop production to satisfy world-wide demands. Nevertheless, there are negative impacts of herbicide use, manifesting as selection for resistant weeds, production of toxic metabolites from partial degradation of herbicides, changes in soil microbial communities and biogeochemical cycles, alterations in plant nutrition and soil fertility, and persistent environmental contamination. Some herbicides damage non-target microorganisms via directed interference with host metabolism and via oxidative stress mechanisms. For these reasons, it is necessary to identify sustainable, efficient methods to mitigate these environmental liabilities. Before the degradation process can be initiated by microbial enzymes and metabolic pathways, microorganisms need to tolerate the oxidative stresses caused by the herbicides themselves. This can be achieved via a complex system of enzymatic and non-enzymatic antioxidative stress systems. Many of these response systems are not herbicide specific, but rather triggered by a variety of substances. Collectively, these nonspecific response systems enhance the survival and fitness potential of microorganisms. Biodegradation studies and remediation approaches have relied on individually selected strains to effectively remediate herbicides in the environment. Nevertheless, it has been shown that microbial communication systems that modulate social relationships and metabolic pathways inside biofilm structures among microorganisms are complex; therefore, use of isolated strains for xenobiotic degradation needs to be enhanced using a community-based approach with biodegradation pathway integration. Bioremediation efforts can use omics-based technologies to gain a deeper understanding of the molecular complexes of bacterial communities to achieve to more efficient elimination of xenobiotics. With this knowledge, the possibility of altering microbial communities is increased to improve the potential for bioremediation without causing other environmental impacts not anticipated by simpler approaches. The understanding of microbial community dynamics in free-living microbiota and those present in complex communities and in biofilms is paramount to achieving these objectives. It is also essential that non-developed countries, which are major food producers and consumers of pesticides, have access to these techniques to achieve sustainable production, without causing impacts through unknown side effects.
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Affiliation(s)
- Marcos Pileggi
- Laboratory of Environmental Microbiology, Biological Science and Health Institute, Department of Structural and Molecular Biology, and Genetics, State University of Ponta Grossa, Ponta Grossa, Paraná, Brazil
| | - Sônia A.V. Pileggi
- Laboratory of Environmental Microbiology, Biological Science and Health Institute, Department of Structural and Molecular Biology, and Genetics, State University of Ponta Grossa, Ponta Grossa, Paraná, Brazil
| | - Michael J. Sadowsky
- The Biotechnology Institute, Department of Soil, Water, and Climate, Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, MN, USA
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30
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Mathai PP, Staley C, Sadowsky MJ. Sequence-enabled community-based microbial source tracking in surface waters using machine learning classification: A review. J Microbiol Methods 2020; 177:106050. [DOI: 10.1016/j.mimet.2020.106050] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 08/27/2020] [Accepted: 09/01/2020] [Indexed: 12/13/2022]
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31
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Prizment AE, Staley C, Onyeaghala GC, Vivek S, Thyagarajan B, Straka RJ, Demmer RT, Knights D, Meyer KA, Shaukat A, Sadowsky MJ, Church TR. Randomised clinical study: oral aspirin 325 mg daily vs placebo alters gut microbial composition and bacterial taxa associated with colorectal cancer risk. Aliment Pharmacol Ther 2020; 52:976-987. [PMID: 32770859 PMCID: PMC7719064 DOI: 10.1111/apt.16013] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 03/30/2020] [Accepted: 07/14/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Aspirin is associated with decreased risk of colorectal cancer (CRC), potentially by modulating the gut microbiome. AIMS To evaluate the effect of aspirin on the gut microbiome in a double-blinded, randomised placebo-controlled pilot trial. METHODS Healthy volunteers aged 50-75 received a standard dose of aspirin (325 mg, N = 30) or placebo (N = 20) once daily for 6 weeks and provided stool samples every 3 weeks for 12 weeks. Serial measurements of gut microbial community composition and bacterial abundance were derived from 16S rRNA sequences. Linear discriminant analysis of effect size (LEfSe) was tested for between-arm differences in bacterial abundance. Mixed-effect regression with binomial distribution estimated the effect of aspirin use on changes in the relative abundance of individual bacterial taxa via an interaction term (treatment × time). RESULTS Over the study period, there were differences in microbial composition in the aspirin vs placebo arm. After treatment, four taxa were differentially abundant across arms: Prevotella, Veillonella, Clostridium XlVa and Clostridium XVIII clusters. Of pre-specified bacteria associated with CRC (n = 8) or aspirin intake (n = 4) in published studies, interactions were significant for four taxa, suggesting relative increases in Akkermansia, Prevotella and Ruminococcaceae and relative decreases in Parabacteroides, Bacteroides and Dorea in the aspirin vs placebo arm. CONCLUSION Compared to placebo, aspirin intake influenced several microbial taxa (Ruminococcaceae, Clostridium XlVa, Parabacteroides and Dorea) in a direction consistent with a priori hypothesis based on their association with CRC. This suggests that aspirin may influence CRC development through an effect on the gut microbiome. The findings need replication in a larger trial.
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Zhang Q, Campos M, Larama G, Acuña JJ, Valenzuela B, Solis F, Zamorano P, Araya R, Sadowsky MJ, Jorquera MA. Composition and predicted functions of the bacterial community in spouting pool sediments from the El Tatio Geyser field in Chile. Arch Microbiol 2020; 203:389-397. [PMID: 32816051 DOI: 10.1007/s00203-020-02020-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 08/03/2020] [Accepted: 08/10/2020] [Indexed: 10/23/2022]
Abstract
The El Tatio Geyser Field (ETGF), located in Northern Chile, is the main geyser field in the southern hemisphere. Despite this, details of its microbial ecology are still unknown. Here, we briefly report on the composition and predicted functions of the bacterial community in spouting pool sediments from the ETGF as revealed by high-throughput sequencing of 16S rRNA genes. Results of this analysis showed that while there were differences in richness and diversity between samples, bacterial communities were primarily dominated by the phyla Proteobacteria, followed Firmicutes, Bacteroidetes, Acidobacteria, and Chloroflexi. Analyses of predicted functional activity indicated that the functions were mostly attributed to chemoheterotrophy and aerobic chemoheterotrophy, followed by sulfur (respiration of sulfur compounds and sulfate) and nitrogen (nitrate reduction, respiration of nitrogen and nitrate) cycling. Taken together, our results suggest a high diversity in taxonomy and predictive functions of bacterial communities in sediments from spouting pools. This study provides fundamentally important information on the structure and function predictive functions of microbiota communities in spouting pools. Moreover, since the ETGF is intensively visited and impacted by tens of thousands of tourists every year, our results can be used to help guide the design of sustainable conservation strategies.
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Affiliation(s)
- Qian Zhang
- The BioTechnology Institute, University of Minnesota, 140 Gortner Lab, 1479 Gortner Ave, St Paul, MN, 55108-6106, USA
| | - Marco Campos
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile.,Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile
| | - Giovanni Larama
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile.,Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile
| | - Jacquelinne J Acuña
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile.,Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile
| | - Bernardita Valenzuela
- Laboratorio de Extremófilos, Instituto Antofagasta, Universidad de Antofagasta, Av. Angamos 601, Antofagasta, Chile
| | - Francisco Solis
- Laboratorio de Extremófilos, Instituto Antofagasta, Universidad de Antofagasta, Av. Angamos 601, Antofagasta, Chile
| | - Pedro Zamorano
- Laboratorio de Extremófilos, Instituto Antofagasta, Universidad de Antofagasta, Av. Angamos 601, Antofagasta, Chile.,Departamento Biomédico, Universidad de Antofagasta, Antofagasta, Chile
| | - Rubén Araya
- Instituto de Ciencias Naturales Alexander von Humboldt, Universidad de Antofagasta, Av. Angamos 601, Antofagasta, Chile
| | - Michael J Sadowsky
- The BioTechnology Institute, University of Minnesota, 140 Gortner Lab, 1479 Gortner Ave, St Paul, MN, 55108-6106, USA.,Department of Soil, Water, and Climate, and Department of Plant and Microbial Biology, University of Minnesota, 439 Borlaug Hall 1991 Upper Buford Circle, St. Paul, MN, 55108, USA
| | - Milko A Jorquera
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile. .,Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile.
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Daws SC, Cline LA, Rotenberry J, Sadowsky MJ, Staley C, Dalzell B, Kennedy PG. Do shared traits create the same fates? Examining the link between morphological type and the biogeography of fungal and bacterial communities. FUNGAL ECOL 2020. [DOI: 10.1016/j.funeco.2020.100948] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Jang J, Forbes VE, Sadowsky MJ. Lack of evidence for the role of gut microbiota in PAH biodegradation by the polychaete Capitella teleta. Sci Total Environ 2020; 725:138356. [PMID: 32302836 DOI: 10.1016/j.scitotenv.2020.138356] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 03/25/2020] [Accepted: 03/30/2020] [Indexed: 06/11/2023]
Abstract
Capitella teleta is a marine sediment-feeding polychaete known to degrade various polycyclic aromatic hydrocarbons (PAHs) and reported to possess genes involved in PAH transformation, such as those in the P450 cytochrome superfamily. Previous research focusing on biodegradation of PAHs by C. teleta demonstrated that these worms are effective biodegraders, but overlooked the possible role of its gut microbiota in facilitating PAH metabolism. Recently, C. teleta's microbiome was characterized and found to contain several bacterial genera known to contain PAH-degrading members, including Acinetobacter, Thalassotalea, and Achromobacter. Despite this, however, no data have thus far been presented demonstrating the role of C. teleta's gut microbiota in PAH degradation. The present study was designed to more conclusively determine the presence of PAH-degrading bacteria in worm digestive tracts and to more clearly distinguish the relative roles of worm versus gut-microbial metabolism in the removal of PAH from sediment. To do this, we manipulated marine sediment microorganisms and worm gut microbiota by autoclaving and antibiotic treatment, respectively. Our results showed that no fluoranthene degradation occurred in microcosms in the absence of worms. More importantly, there was no significant difference in fluoranthene degradation between antibiotic-treated and non-treated worms. We also found no evidence of fluoranthene degradation using resting cells of gut microbes of C. teleta, and we were unable to isolate fluoranthene-degrading bacterial strains from enrichments of polychaete gut contents, despite multiple attempts. Gut microbiota in worms treated with antibiotics recovered, through bidirectional transfer, between worms and sediment after 2 weeks of microcosm incubation, and gut microbes appear to be required for the survival and growth of C. teleta. Our results build on previous studies suggesting that C. teleta itself is primarily responsible for the metabolism of fluoranthene in ingested sediment. We hypothesize that C. teleta's core microbiota, which includes members of Propionibacterium as the most abundant genus, likely aid worms in obtaining key nutrients (e.g., vitamins) from its sediment diet.
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Affiliation(s)
- Jeonghwan Jang
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, USA; BioTechnology Institute, University of Minnesota, St. Paul, MN, USA.
| | - Valery E Forbes
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, MN, USA.
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Soil, Water and Climate, University of Minnesota, St. Paul, MN, USA; Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, USA.
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35
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Zhang Q, Acuña JJ, Inostroza NG, Duran P, Mora ML, Sadowsky MJ, Jorquera MA. Niche Differentiation in the Composition, Predicted Function, and Co-occurrence Networks in Bacterial Communities Associated With Antarctic Vascular Plants. Front Microbiol 2020; 11:1036. [PMID: 32582056 PMCID: PMC7285837 DOI: 10.3389/fmicb.2020.01036] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 04/27/2020] [Indexed: 12/21/2022] Open
Abstract
Climate change directly affecting the Antarctic Peninsula has been reported to induce the successful colonization of ice-free lands by two Antarctic vascular plants (Deschampsia antarctica and Colobanthus quitensis). While studies have revealed the importance of microbiota for plant growth and stress tolerance in temperate climates, the role that plant-associated microbes play in the colonization of ice-free lands remains unknown. Consequently, we used high-throughput DNA sequence analyses to explore the composition, predicted functions, and interactive networks of plant-associated microbial communities among the rhizosphere, endosphere, and phyllosphere niches of D. antarctica and C. quitensis. Here we report a greater number of operational taxonomic units (OTUs), diversity, and richness in the microbial communities from the rhizosphere, relative to endosphere and phyllosphere. While taxonomic assignments showed greater relative abundances of Proteobacteria, Bacteroidetes, and Actinobacteria in plant niches, principal coordinate analysis revealed differences among the bacterial communities from the other compartments examined. More importantly, however, our results showed that most of OTUs were exclusively found in each plant niche. Major predicted functional groups of these microbiota were attributed to heterotrophy, aerobic heterotrophy, fermentation, and nitrate reduction, independent of plant niches or plant species. Co-occurrences network analyses identified 5 (e.g., Microbacteriaceae, Pseudomonaceae, Lactobacillaceae, and Corynebacteriaceae), 23 (e.g., Chitinophagaceae and Sphingomonadaceae) and 7 (e.g., Rhodospirillaceae) putative keystone taxa present in endosphere, phyllosphere, and rhizosphere, respectively. Our results revealed niche differentiation in Antarctic vascular plants, highlighting some putative microbial indicators and keystone taxa in each niche. However, more studies are required to determine the pivotal role that these microbes play in the successful colonization of ice-free lands by Antarctic plants.
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Affiliation(s)
- Qian Zhang
- The BioTechnology Institute, University of Minnesota, St Paul, MN, United States
| | - Jacquelinne J Acuña
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Temuco, Chile.,Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
| | - Nitza G Inostroza
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Temuco, Chile.,Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
| | - Paola Duran
- Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
| | - María L Mora
- Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
| | - Michael J Sadowsky
- The BioTechnology Institute, University of Minnesota, St Paul, MN, United States.,Department of Soil, Water, and Climate, and Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, United States
| | - Milko A Jorquera
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Químicas y Recursos Naturales, Universidad de La Frontera, Temuco, Chile.,Network for Extreme Environment Research (NEXER), Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
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Abou-Shanab RAI, Mathai PP, Santelli C, Sadowsky MJ. Indigenous soil bacteria and the hyperaccumulator Pteris vittata mediate phytoremediation of soil contaminated with arsenic species. Ecotoxicol Environ Saf 2020; 195:110458. [PMID: 32193021 DOI: 10.1016/j.ecoenv.2020.110458] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 02/20/2020] [Accepted: 03/07/2020] [Indexed: 06/10/2023]
Abstract
Arsenic (As) is a pollutant of major concern worldwide, posing as a threat to both human health and the environment. Phytoremediation has been proposed as a viable mechanism to remediate As-contaminated soil environments. Pot experiments were performed to evaluate the phytoextraction efficiency of As by Pteris vittata, a known As hyperaccumulating fern, from soil amended with different concentrations of arsenate [As(V)] and arsenite [As(III)], the more common, inorganic As forms in soil. The greatest accumulation of As (13.3 ± 0.36 g/kg Dwt) was found in fronds of plants grown in soil spiked with 1.0 g As(V)/kg. The maximum As-bioaccumulation factor (27.3 ± 1.9) was achieved by plants grown in soil amended with 0.05 g As(V)/kg. A total of 864 bacterial cultures were isolated and examined for their ability to enhance phytoremediation of As-contaminated soils. Traits examined included tolerance to As (III and V), production of siderophores, and/or ability to solubilize calcium phosphate and indole acetic acid (IAA) production. A culture-based survey shows greater numbers of viable and As-resistant bacteria were found in the rhizosphere of As-grown plants compared to bulk and unplanted soils. The percentage of bacteria resistant to As(V) was greater (P < 0.0001) than those resistant to As(III) in culture medium containing 0.5, 1, 1.5, and 2 g As/L. Higher (P < 0.0001) percentages of siderophore producing (77%) and phosphate solubilizing (61%) bacteria were observed among cultures isolated from unplanted soil. About 5% (44 of 864) of the isolates were highly resistant to both As (III) and As (V) (2 g/L), and were examined for their As-transformation ability and IAA production. A great proportion of the isolates produced IAA (82%) and promoted As (V)-reduction (95%) or As(III)-oxidation (73%), and 71% exhibited dual capacity for both As(V) reduction and As(III) oxidation. Phylogenetic analysis indicated that 67, 23, and 10% of these isolates belonged to Proteobacteria, Actinobacteria, and Firmicutes, respectively. Analysis of the 16S rRNA gene sequences confirmed that these isolates were closely related to 12 genera and 25 species of bacteria and were dominated by members of the genus Pseudomonas (39%). These results show that these isolates could potentially be developed as inocula for enhancing plant uptake during large scale phytoremediation of As-impacted soils.
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Affiliation(s)
| | - Prince P Mathai
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Cara Santelli
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Earth and Environmental Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Soil, Water & Climate and Department of Plant & Microbial Biology, University of Minnesota, St. Paul, MN, USA.
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Astorga-Eló M, Zhang Q, Larama G, Stoll A, Sadowsky MJ, Jorquera MA. Composition, Predicted Functions and Co-occurrence Networks of Rhizobacterial Communities Impacting Flowering Desert Events in the Atacama Desert, Chile. Front Microbiol 2020; 11:571. [PMID: 32322245 PMCID: PMC7156552 DOI: 10.3389/fmicb.2020.00571] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Accepted: 03/16/2020] [Indexed: 12/22/2022] Open
Abstract
Flowering desert (FD) events consist of the rapid flowering of a wide variety of native plants in the Atacama Desert of Chile, which is categorized as the driest desert in the world. While ephemeral plants are an integral part of the desert ecosystem, there is little knowledge on plant-microbe interactions that occur during FD events. Consequently, the overall goals of this present study were to investigate changes in the composition and potential functions of rhizobacterial community of Cistanthe longiscapa (Montiaceae) during the 2014 and 2015 FD events and determine the composition, potential functions, and co-occurrence networks of rhizobacterial community associated with the root zone of C. longiscapa during pre- (PF) and full-flowering (FF) phenological stages. Results of this study showed that the Proteobacteria and Actinobacteria were the dominant taxa in rhizosphere soils during the three FD events (2014, 2015, and 2017) examined. In general, greater microbial richness and diversity were observed in rhizosphere soils during the 2015-, compared with the 2014-FD event. Similarly, predicted functional analyses indicated that a larger number of sequences were assigned to information processing (e.g., ion channel, transporters and ribosome) and metabolism (e.g., lipids, nitrogen, and sulfur) during 2015 compared with 2014. Despite the lack of significant differences in diversity among PF and FF stages, the combined analysis of rhizobacterial community data, along with data concerning rhizosphere soil properties, evidenced differences among both phenological stages and suggested that sodium is a relevant abiotic factor shaping the rhizosphere. In general, no significant differences in predicted functions (most of them assigned to chemoheterotrophy, magnesium metabolisms, and fermentation) were observed among PF and FF. Co-occurrence analysis revealed the complex rhizobacterial interactions that occur in C. longiscapa during FD, highlighting to Kouleothrixaceae family as keystone taxa. Taken together this study shows that the composition and function of rhizobacteria vary among and during FD events, where some bacterial groups and their activity may influence the growth and flowering of native plants, and therefore, the ecology and trophic webs in Atacama Desert.
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Affiliation(s)
- Marcia Astorga-Eló
- Programa de Doctorado en Ciencias de Recursos Naturales, Universidad de La Frontera, Temuco, Chile.,Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Química y Recursos Naturales, Universidad de La Frontera, Temuco, Chile
| | - Qian Zhang
- BioTechnology Institute, University of Minnesota, Saint Paul, MN, United States
| | - Giovanni Larama
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Química y Recursos Naturales, Universidad de La Frontera, Temuco, Chile
| | - Alexandra Stoll
- Centro de Estudios Avanzados en Zonas Áridas (CEAZA), La Serena, Chile
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, Saint Paul, MN, United States.,Department of Soil, Water, and Climate, University of Minnesota, Saint Paul, MN, United States.,Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, MN, United States
| | - Milko A Jorquera
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Química y Recursos Naturales, Universidad de La Frontera, Temuco, Chile.,The Network for Extreme Environment Research (NEXER), Scientific and Biotechnological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
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Mathai PP, Magnone P, Dunn HM, Sadowsky MJ. Water and sediment act as reservoirs for microbial taxa associated with invasive dreissenid mussels. Sci Total Environ 2020; 703:134915. [PMID: 31767301 DOI: 10.1016/j.scitotenv.2019.134915] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 10/06/2019] [Accepted: 10/08/2019] [Indexed: 06/10/2023]
Abstract
Zebra mussels (Dreissena polymorpha) are invasive, filter-feeding, bivalves that have disrupted the ecology of thousands of freshwater biomes across North America. Due to their efficient filter-feeding activity, zebra mussels (ZMs) and other bivalves are extensively used to detect chemical contamination in waterways. In this study, we evaluated whether water and sediment serve as major sources of ZM tissue-associated microbiota, and whether ZMs serve as a reservoir for potentially pathogenic microbes in aquatic systems. High-throughput DNA sequencing of 16S rRNA gene was done to characterize the microbial community structure in 472 environmental samples, comprising ZMs, sediment, and the water column, collected from 15 lakes during the summer and fall months. Sequence analyses, done using the SourceTracker program, predicted that water and sediment contributed up to 91 and 86%, respectively, to the structure of microbiota within ZMs, and that mussels from the same site showed nearly identical source microbiota profiles. The relatively high local source contribution suggests that the microbiota in ZM tissue has the potential to reflect biological contamination and this phenomenon can be used to monitor microbial water quality. A preferential enrichment of several taxa was also observed in ZM tissues, including potential pathogenic groups such as Aeromonas, Enterobacteriaceae, and Pseudomonas. Taken together, our results contribute to an improved understanding of ZMs as a sentinel species in aquatic habitats and its potential impact to water quality management.
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Affiliation(s)
- Prince P Mathai
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Paolo Magnone
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Hannah M Dunn
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, St. Paul, MN, USA; Department of Soil, Water, and Climate, University of Minnesota, St. Paul, MN, USA; Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN, USA.
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Wu B, Wang C, Zhang C, Sadowsky MJ, Dzakpasu M, Wang XC. Source-Associated Gastroenteritis Risk from Swimming Exposure to Aging Fecal Pathogens. Environ Sci Technol 2020; 54:921-929. [PMID: 31800232 DOI: 10.1021/acs.est.9b01188] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Human contact with fecally contaminated waters often raises public health concern. The infection potential closely relates to the fecal source type and the aging persistence of waterborne pathogens. In this study, the health risk of contracting gastroenteritis from exposure to aging fecal contamination was predicted using source-associated markers. Microbial decay characteristics in typical summer seawater were incorporated into a pathogen dose estimation model for a constant fecal input. Results show that the median illness probability commensurate with the health benchmark of 36/1000 corresponded to the marker concentrations of ∼7.8, ∼6.6, ∼3.7, and ∼3.5 log10 gene copies/100 mL for seagulls, cattle, raw sewage, and treated effluent, respectively. The error in risk estimates due to neglecting microbial decay was linearly correlated to the decay differences between markers and pathogens. Specifically, the health risk associated with nonhuman sources, which was primarily contributed by bacterial and parasitic pathogens, can be substantially overestimated, while that for virus-dominated human sources was insignificantly affected by the differential decay. Additionally, seagulls dominated the Enterococcus concentration in waters with a mixture of the above-mentioned sources, although they posed limited health risk. This study provides an approach to understanding the influence of fecal aging on health risk estimation.
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Affiliation(s)
- Baolei Wu
- International Science & Technology Cooperation Center for Urban Alternative Water Resources Development; Key Lab of Northwest Water Resource, Environment and Ecology, Ministry of Education; Shaanxi Key Laboratory of Environmental Engineering; and School of Environmental and Municipal Engineering , Xi'an University of Architecture and Technology , Number 13, Yanta Road , Xi'an , Shaanxi 710055 , P. R. China
| | - Chunwei Wang
- International Science & Technology Cooperation Center for Urban Alternative Water Resources Development; Key Lab of Northwest Water Resource, Environment and Ecology, Ministry of Education; Shaanxi Key Laboratory of Environmental Engineering; and School of Environmental and Municipal Engineering , Xi'an University of Architecture and Technology , Number 13, Yanta Road , Xi'an , Shaanxi 710055 , P. R. China
| | - Chongmiao Zhang
- International Science & Technology Cooperation Center for Urban Alternative Water Resources Development; Key Lab of Northwest Water Resource, Environment and Ecology, Ministry of Education; Shaanxi Key Laboratory of Environmental Engineering; and School of Environmental and Municipal Engineering , Xi'an University of Architecture and Technology , Number 13, Yanta Road , Xi'an , Shaanxi 710055 , P. R. China
| | - Michael J Sadowsky
- BioTechnology Institute, Department of Soil, Water, & Climate and Department of Plant & Microbial Biology , University of Minnesota , 1479 Gortner Avenue , Saint Paul , Minnesota 55108 , United States
| | - Mawuli Dzakpasu
- International Science & Technology Cooperation Center for Urban Alternative Water Resources Development; Key Lab of Northwest Water Resource, Environment and Ecology, Ministry of Education; Shaanxi Key Laboratory of Environmental Engineering; and School of Environmental and Municipal Engineering , Xi'an University of Architecture and Technology , Number 13, Yanta Road , Xi'an , Shaanxi 710055 , P. R. China
| | - Xiaochang C Wang
- International Science & Technology Cooperation Center for Urban Alternative Water Resources Development; Key Lab of Northwest Water Resource, Environment and Ecology, Ministry of Education; Shaanxi Key Laboratory of Environmental Engineering; and School of Environmental and Municipal Engineering , Xi'an University of Architecture and Technology , Number 13, Yanta Road , Xi'an , Shaanxi 710055 , P. R. China
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Astorga-Eló M, Zhang Q, Larama G, Stoll A, Sadowsky MJ, Jorquera MA. Composition, Predicted Functions and Co-occurrence Networks of Rhizobacterial Communities Impacting Flowering Desert Events in the Atacama Desert, Chile. Front Microbiol 2020. [PMID: 32322245 DOI: 10.3389/fmicb.2020.00571/bibtex] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023] Open
Abstract
Flowering desert (FD) events consist of the rapid flowering of a wide variety of native plants in the Atacama Desert of Chile, which is categorized as the driest desert in the world. While ephemeral plants are an integral part of the desert ecosystem, there is little knowledge on plant-microbe interactions that occur during FD events. Consequently, the overall goals of this present study were to investigate changes in the composition and potential functions of rhizobacterial community of Cistanthe longiscapa (Montiaceae) during the 2014 and 2015 FD events and determine the composition, potential functions, and co-occurrence networks of rhizobacterial community associated with the root zone of C. longiscapa during pre- (PF) and full-flowering (FF) phenological stages. Results of this study showed that the Proteobacteria and Actinobacteria were the dominant taxa in rhizosphere soils during the three FD events (2014, 2015, and 2017) examined. In general, greater microbial richness and diversity were observed in rhizosphere soils during the 2015-, compared with the 2014-FD event. Similarly, predicted functional analyses indicated that a larger number of sequences were assigned to information processing (e.g., ion channel, transporters and ribosome) and metabolism (e.g., lipids, nitrogen, and sulfur) during 2015 compared with 2014. Despite the lack of significant differences in diversity among PF and FF stages, the combined analysis of rhizobacterial community data, along with data concerning rhizosphere soil properties, evidenced differences among both phenological stages and suggested that sodium is a relevant abiotic factor shaping the rhizosphere. In general, no significant differences in predicted functions (most of them assigned to chemoheterotrophy, magnesium metabolisms, and fermentation) were observed among PF and FF. Co-occurrence analysis revealed the complex rhizobacterial interactions that occur in C. longiscapa during FD, highlighting to Kouleothrixaceae family as keystone taxa. Taken together this study shows that the composition and function of rhizobacteria vary among and during FD events, where some bacterial groups and their activity may influence the growth and flowering of native plants, and therefore, the ecology and trophic webs in Atacama Desert.
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Affiliation(s)
- Marcia Astorga-Eló
- Programa de Doctorado en Ciencias de Recursos Naturales, Universidad de La Frontera, Temuco, Chile
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Química y Recursos Naturales, Universidad de La Frontera, Temuco, Chile
| | - Qian Zhang
- BioTechnology Institute, University of Minnesota, Saint Paul, MN, United States
| | - Giovanni Larama
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Química y Recursos Naturales, Universidad de La Frontera, Temuco, Chile
| | - Alexandra Stoll
- Centro de Estudios Avanzados en Zonas Áridas (CEAZA), La Serena, Chile
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, Saint Paul, MN, United States
- Department of Soil, Water, and Climate, University of Minnesota, Saint Paul, MN, United States
- Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, MN, United States
| | - Milko A Jorquera
- Laboratorio de Ecología Microbiana Aplicada (EMALAB), Departamento de Ciencias Química y Recursos Naturales, Universidad de La Frontera, Temuco, Chile
- The Network for Extreme Environment Research (NEXER), Scientific and Biotechnological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
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Speck JJ, James EK, Sugawara M, Sadowsky MJ, Gyaneshwar P. An Alkane Sulfonate Monooxygenase Is Required for Symbiotic Nitrogen Fixation by Bradyrhizobium diazoefficiens (syn. Bradyrhizobium japonicum) USDA110 T. Appl Environ Microbiol 2019; 85:e01552-19. [PMID: 31562172 PMCID: PMC6881790 DOI: 10.1128/aem.01552-19] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 09/25/2019] [Indexed: 01/18/2023] Open
Abstract
Sulfur (S)-containing molecules play an important role in symbiotic nitrogen fixation and are critical components of nitrogenase and other iron-S proteins. S deficiency inhibits symbiotic nitrogen fixation by rhizobia. However, despite its importance, little is known about the sources of S that rhizobia utilize during symbiosis. We previously showed that Bradyrhizobium diazoefficiens USDA110T can assimilate both inorganic and organic S and that genes involved in organic S utilization are expressed during symbiosis. Here, we show that a B. diazoefficiens USDA110T mutant with a sulfonate monooxygenase (ssuD) insertion is defective in nitrogen fixation. Microscopy analyses revealed that the ΔssuD mutant was defective in root hair infection and that ΔssuD mutant bacteroids showed degradation compared to the wild-type strain. Moreover, the ΔssuD mutant was significantly more sensitive to hydrogen peroxide-mediated oxidative stress than the wild-type strain. Taken together, these results show that the ability of rhizobia to utilize organic S plays an important role in symbiotic nitrogen fixation. Since nodules have been reported to be an important source of reduced S used during symbiosis and nitrogen fixation, further research will be needed to determine the mechanisms involved in the regulation of S assimilation by rhizobia.IMPORTANCE Rhizobia form symbiotic associations with legumes that lead to the formation of nitrogen-fixing nodules. Sulfur-containing molecules play a crucial role in nitrogen fixation; thus, the rhizobia inside nodules require large amounts of sulfur. Rhizobia can assimilate both inorganic (sulfate) and organic (sulfonates) sources of sulfur. However, very little is known about rhizobial sulfur metabolism during symbiosis. In this report, we show that sulfonate utilization by Bradyrhizobium diazoefficiens is important for symbiotic nitrogen fixation in both soybean and cowpea. The symbiotic defect is probably due to increased sensitivity to oxidative stress from sulfur deficiency in the mutant strain defective for sulfonate utilization. The results of this study can be extended to other rhizobium-legume symbioses, as sulfonate utilization genes are widespread in these bacteria.
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Affiliation(s)
- Justin J Speck
- Department of Biological Sciences, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
| | | | - Masayuki Sugawara
- Biotechnology Institute, Department of Soil, Water & Climate, University of Minnesota, Saint Paul, Minnesota, USA
- Graduate School of Life Sciences, Tohoku University, Sendai, Japan
- Biotechnology Institute, Department of Plant & Microbial Biology, University of Minnesota, Saint Paul, Minnesota, USA
| | - Michael J Sadowsky
- Biotechnology Institute, Department of Soil, Water & Climate, University of Minnesota, Saint Paul, Minnesota, USA
- Biotechnology Institute, Department of Plant & Microbial Biology, University of Minnesota, Saint Paul, Minnesota, USA
| | - Prasad Gyaneshwar
- Department of Biological Sciences, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
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O'Dea C, Zhang Q, Staley C, Masters N, Kuballa A, Fisher P, Veal C, Stratton H, Sadowsky MJ, Ahmed W, Katouli M. Compositional and temporal stability of fecal taxon libraries for use with SourceTracker in sub-tropical catchments. Water Res 2019; 165:114967. [PMID: 31430652 DOI: 10.1016/j.watres.2019.114967] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 08/06/2019] [Accepted: 08/08/2019] [Indexed: 06/10/2023]
Abstract
Characterization of microbial communities using high-throughput amplicon sequencing is an emerging approach for microbial source tracking of fecal pollution. This study used SourceTracker software to examine temporal and geographical variability of fecal bacterial community profiles to identify pollutant sources in three freshwater catchments in sub-tropical Australia. Fecal bacterial communities from 10 animal species, humans, and composite wastewater samples from six sewage treatment plants were characterized and compared to freshwater samples using Illumina amplicon sequencing of the V5-V6 regions of the 16S rRNA gene. Source contributions were calculated in SourceTracker using new fecal taxon libraries as well as previously generated libraries to determine the effects of geographic and temporal variability on source assignments. SourceTracker determined 16S rRNA bacterial communites within freshwater samples, shared taxonomic similarities to that of wastewater at low levels (typically <3%). SourceTraker also predicted occasional fecal detection of deer and flying fox sources in the water samples. No significant differences in source contributions were observed within sequences from current and previously characterized fecal samples (P ≥ 0.107). However, significant differences were observed between previously characterized and newly characterized source communities (ANOSIM P ≤ 0.001), which shared <15% community composition. Results suggest temporal instability of fecal taxon libraries among tested sources and highlight continual evaluation of community-based MST using confirmatory qPCR analyses of marker genes.
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Affiliation(s)
- Christian O'Dea
- Genecology Research Centre, School of Health and Sport Sciences, University of the Sunshine Coast, Maroochydore, QLD, 4558, Australia.
| | - Qian Zhang
- The Biotechnology Institute, University of Minnesota, MN, 55108, USA.
| | - Christopher Staley
- The Biotechnology Institute, University of Minnesota, MN, 55108, USA; Department of Surgery, University of Minnesota, MN, 55455, USA.
| | - Nicole Masters
- Genecology Research Centre, School of Health and Sport Sciences, University of the Sunshine Coast, Maroochydore, QLD, 4558, Australia.
| | - Anna Kuballa
- Genecology Research Centre, School of Health and Sport Sciences, University of the Sunshine Coast, Maroochydore, QLD, 4558, Australia.
| | - Paul Fisher
- Seqwater, 117 Brisbane Street, Ipswich, QLD, Australia.
| | - Cameron Veal
- Seqwater, 117 Brisbane Street, Ipswich, QLD, Australia.
| | - Helen Stratton
- School of Environment and Science, Griffith University, Nathan, QLD, Australia.
| | - Michael J Sadowsky
- The Biotechnology Institute, University of Minnesota, MN, 55108, USA; Department of Soil, Water, and Climate, University of Minnesota, MN, 55108, USA; Department of Plant and Microbial Biology, University of Minnesota, MN, 55108, USA.
| | - Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD, Australia.
| | - Mohammad Katouli
- Genecology Research Centre, School of Health and Sport Sciences, University of the Sunshine Coast, Maroochydore, QLD, 4558, Australia.
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Abstract
Introduction: The purpose of this review is to discuss Microbiota Transplant Therapy (MTT), a type of intensive intestinal microbiota transplantation (IMT), for people with autism spectrum disorders (ASD) and chronic gastrointestinal disorders (constipation and/or diarrhea).Areas covered: This paper briefly reviews IMT, gastrointestinal symptoms and gastrointestinal bacteria in children with ASD, and results and lessons learned from intensive MTT for autism.Expert opinion: An open-label study and a two-year follow-up suggest that MTT is relatively safe and effective in significantly reducing gastrointestinal disorders and autism symptoms, changing the gut microbiome structure, and increasing gut microbial diversity. Further research with larger, randomized, double-blind, placebo-controlled studies is warranted.
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Affiliation(s)
- James B Adams
- School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, Arizona, USA
| | | | - Dae-Wook Kang
- Department of Civil & Environmental Engineering, The University of Toledo, Toledo, Ohio, USA
| | - Alexander Khoruts
- Department of Medicine, Division of Gastroenterology; Center for Immunology, BioTechnology Institute, University of Minnesota, Minnepolis, Minnesota, USA
| | - Rosa Krajmalnik-Brown
- Swette Center for Environmental Biotechnology, Arizona State University, Tempe, Arizona, USA
| | - Michael J Sadowsky
- BioTechnology Institute, and Departments of Soil, Water & Climate, and Plant& Microbial Biology, University of Minnesota, St. Paul, Minnesota, USA
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Weiskerger CJ, Brandão J, Ahmed W, Aslan A, Avolio L, Badgley BD, Boehm AB, Edge TA, Fleisher JM, Heaney CD, Jordao L, Kinzelman JL, Klaus JS, Kleinheinz GT, Meriläinen P, Nshimyimana JP, Phanikumar MS, Piggot AM, Pitkänen T, Robinson C, Sadowsky MJ, Staley C, Staley ZR, Symonds EM, Vogel LJ, Yamahara KM, Whitman RL, Solo-Gabriele HM, Harwood VJ. Impacts of a changing earth on microbial dynamics and human health risks in the continuum between beach water and sand. Water Res 2019; 162:456-470. [PMID: 31301475 DOI: 10.1016/j.watres.2019.07.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 07/02/2019] [Accepted: 07/03/2019] [Indexed: 05/16/2023]
Abstract
Although infectious disease risk from recreational exposure to waterborne pathogens has been an active area of research for decades, beach sand is a relatively unexplored habitat for the persistence of pathogens and fecal indicator bacteria (FIB). Beach sand, biofilms, and water all present unique advantages and challenges to pathogen introduction, growth, and persistence. These dynamics are further complicated by continuous exchange between sand and water habitats. Models of FIB and pathogen fate and transport at beaches can help predict the risk of infectious disease from beach use, but knowledge gaps with respect to decay and growth rates of pathogens in beach habitats impede robust modeling. Climatic variability adds further complexity to predictive modeling because extreme weather events, warming water, and sea level change may increase human exposure to waterborne pathogens and alter relationships between FIB and pathogens. In addition, population growth and urbanization will exacerbate contamination events and increase the potential for human exposure. The cumulative effects of anthropogenic changes will alter microbial population dynamics in beach habitats and the assumptions and relationships used in quantitative microbial risk assessment (QMRA) and process-based models. Here, we review our current understanding of microbial populations and transport dynamics across the sand-water continuum at beaches, how these dynamics can be modeled, and how global change factors (e.g., climate and land use) should be integrated into more accurate beachscape-based models.
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Affiliation(s)
- Chelsea J Weiskerger
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI, USA
| | - João Brandão
- Department of Environmental Health, National Institute of Health Dr. Ricardo Jorge, Lisboa, Portugal; Centre for Environmental and Marine Studies (CESAM) - Department of Animal Biology, University of Lisboa, Lisboa, Portugal.
| | - Warish Ahmed
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Land and Water, Ecosciences Precinct, 41 Boogo Road, Dutton Park, Old, 4102, Australia
| | - Asli Aslan
- Department of Environmental Health Sciences, Georgia Southern University, Statesboro, GA, USA
| | - Lindsay Avolio
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Brian D Badgley
- School of Plant and Environmental Sciences, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | - Alexandria B Boehm
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, USA
| | - Thomas A Edge
- Department of Biology, McMaster University, Ontario, Canada
| | - Jay M Fleisher
- College of Medicine, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Christopher D Heaney
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Luisa Jordao
- Department of Environmental Health, National Institute of Health Dr. Ricardo Jorge, Lisboa, Portugal
| | | | - James S Klaus
- Department of Marine Geosciences, University of Miami, Miami, FL, USA
| | | | - Päivi Meriläinen
- Department of Health Security, National Institute for Health and Welfare, Kuopio, Finland
| | | | - Mantha S Phanikumar
- Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI, USA
| | - Alan M Piggot
- Department of Earth and Environment, Florida International University, Miami, FL, USA
| | - Tarja Pitkänen
- Department of Health Security, National Institute for Health and Welfare, Kuopio, Finland
| | - Clare Robinson
- Department of Civil and Environmental Engineering, Western University, London, Ontario, Canada
| | - Michael J Sadowsky
- BioTechnology Institute and Departments of Soil, Water, & Climate, and Plant and Microbial Biology, University of Minnesota, St. Paul, MN, USA
| | | | | | - Erin M Symonds
- College of Marine Science, University of South Florida, St. Petersburg, FL, USA
| | - Laura J Vogel
- Department of Civil and Environmental Engineering, Western University, London, Ontario, Canada
| | - Kevan M Yamahara
- Monterrey Bay Aquarium Research Institute, Moss Landing, CA, USA
| | - Richard L Whitman
- Great Lakes Science Center, United States Geological Survey, Chesterton, IN, USA
| | - Helena M Solo-Gabriele
- Department of Civil, Architectural, and Environmental Engineering, University of Miami, Coral Gables, FL, USA
| | - Valerie J Harwood
- Department of Integrative Biology, University of South Florida, Tampa, FL, USA
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Castle SC, Samac DA, Sadowsky MJ, Rosen CJ, Gutknecht JLM, Kinkel LL. Impacts of Sampling Design on Estimates of Microbial Community Diversity and Composition in Agricultural Soils. Microb Ecol 2019; 78:753-763. [PMID: 30852638 DOI: 10.1007/s00248-019-01318-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 01/03/2019] [Indexed: 06/09/2023]
Abstract
Soil microbiota play important and diverse roles in agricultural crop nutrition and productivity. Yet, despite increasing efforts to characterize soil bacterial and fungal assemblages, it is challenging to disentangle the influences of sampling design on assessments of communities. Here, we sought to determine whether composite samples-often analyzed as a low cost and effort alternative to replicated individual samples-provide representative summary estimates of microbial communities. At three Minnesota agricultural research sites planted with an oat cover crop, we conducted amplicon sequencing for soil bacterial and fungal communities (16SV4 and ITS2) of replicated individual or homogenized composite soil samples. We compared soil microbiota from within and among plots and then among agricultural sites using both sampling strategies. Results indicated that single or multiple replicated individual samples, or a composite sample from each plot, were sufficient for distinguishing broad site-level macroecological differences among bacterial and fungal communities. Analysis of a single sample per plot captured only a small fraction of the distinct OTUs, diversity, and compositional variability detected in the analysis of multiple individual samples or a single composite sample. Likewise, composite samples captured only a fraction of the diversity represented by the six individual samples from which they were formed, and, on average, analysis of two or three individual samples offered greater compositional coverage (i.e., greater number of OTUs) than a single composite sample. We conclude that sampling design significantly impacts estimates of bacterial and fungal communities even in homogeneously managed agricultural soils, and our findings indicate that while either strategy may be sufficient for broad macroecological investigations, composites may be a poor substitute for replicated samples at finer spatial scales.
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Affiliation(s)
- Sarah C Castle
- Department of Plant Pathology, University of Minnesota, Minneapolis, USA.
| | - Deborah A Samac
- Department of Plant Pathology, University of Minnesota, Minneapolis, USA
- USDA-ARS, Plant Science Research Unit, Saint Paul, MN, USA
| | - Michael J Sadowsky
- Department of Soil, Water, and Climate, University of Minnesota, Minneapolis, MN, USA
- Biotechnology Institute, University of Minnesota, Minneapolis, MN, USA
| | - Carl J Rosen
- Department of Soil, Water, and Climate, University of Minnesota, Minneapolis, MN, USA
| | - Jessica L M Gutknecht
- Department of Soil, Water, and Climate, University of Minnesota, Minneapolis, MN, USA
| | - Linda L Kinkel
- Department of Plant Pathology, University of Minnesota, Minneapolis, USA
- Biotechnology Institute, University of Minnesota, Minneapolis, MN, USA
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Zhang Q, Gallard J, Wu B, Harwood VJ, Sadowsky MJ, Hamilton KA, Ahmed W. Synergy between quantitative microbial source tracking (qMST) and quantitative microbial risk assessment (QMRA): A review and prospectus. Environ Int 2019; 130:104703. [PMID: 31295713 DOI: 10.1016/j.envint.2019.03.051] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Revised: 03/21/2019] [Accepted: 03/21/2019] [Indexed: 05/20/2023]
Abstract
The use of microbial source tracking (MST) marker genes has grown in recent years due to the need to attribute point and non-point fecal contamination to specific sources. Quantitative microbial risk assessment (QMRA) is a modeling approach used to estimate health risks from exposure to feces-contaminated water and associated pathogens. A combination of these approaches [quantitative MST (qMST) and QMRA] can provide additional pathogen-related information for prioritizing and addressing health risks, compared to reliance on conventional fecal indicator bacteria (FIB). To inform expansion of this approach, a review of published qMST-QMRA studies was conducted to summarize the state of the science and to identify research needs. The reviewed studies primarily aimed to identify what levels of MST marker genes in hypothetical recreational waterbodies would exceed the United States Environmental Protection Agency (USEPA) risk benchmarks for primary contact recreators. The QMRA models calculated relationships between MST marker gene(s) and reference pathogens based on published data in the literature. The development of a robust, accurate relationship was identified as an urgent research gap for qMST-QMRA. This metric requires additional knowledge to quantify the relationship between MST marker genes and the degree of variability in decay of pathogens as a dynamic function of environmental conditions and combinations of fecal sources at multiple spatial and temporal scales. Improved characterization of host shedding rates of host-associated microorganisms (i.e., MST marker genes), as well as fate and transport of these microorganisms and their nucleic acids, would facilitate expansion of this approach to other exposure pathways. Incorporation of information regarding the recovery efficiency, and host-specificity of MST marker genes into QMRA model parameters, and the sensitivity analysis, would greatly improve risk management and site-specific water monitoring criteria.
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Affiliation(s)
- Qian Zhang
- BioTechnology Institute, University of Minnesota, 1479 Gortner Ave, St. Paul, MN 55108, USA
| | - Javier Gallard
- Department of Integrative Biology, SCA 110, University of South Florida, 4202 East Fowler Ave, Tampa, FL 33620, USA
| | - Baolei Wu
- School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology, No. 13 Yanta Road, Xi'an, Shaanxi 710055, PR China
| | - Valerie J Harwood
- Department of Integrative Biology, SCA 110, University of South Florida, 4202 East Fowler Ave, Tampa, FL 33620, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, 1479 Gortner Ave, St. Paul, MN 55108, USA; Department of Soil, Water & Climate and Department of Plant & Microbial Biology, University of Minnesota, 1991 Upper Buford Ave, St. Paul, MN 55108, USA
| | - Kerry A Hamilton
- School for Sustainable Engineering and the Built Environment, Arizona State University, 660 S College Ave, Tempe, AZ 85281, USA; The Biodesign Institute Center for Environmental Health Engineering, Arizona State University, 1001 S McAllister Ave, Tempe, AZ 85281, USA
| | - Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia.
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Ahmed W, Zhang Q, Kozak S, Beale D, Gyawali P, Sadowsky MJ, Simpson S. Corrigendum to "Comparative decay of sewage-associated marker genes in beach water and sediment in a subtropical region"[Water Res 149 (2019) 511-521]. Water Res 2019; 159:539-540. [PMID: 31160045 DOI: 10.1016/j.watres.2019.05.080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Affiliation(s)
- Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, Qld, 4102, Australia.
| | - Qian Zhang
- BioTechnology Institute and Departments of Soil, Water & Climate, and Plant & Microbial Biology, University of Minnesota, St. Paul, MN, USA, 55108
| | - Sonya Kozak
- School of Medicine, Griffith University, Gold Coast, Australia
| | - David Beale
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, Qld, 4102, Australia
| | - Pradip Gyawali
- Institute of Environmental Science and Research Ltd., Kenepuru Science Center, Porirura, 5240, New Zealand
| | - Michael J Sadowsky
- BioTechnology Institute and Departments of Soil, Water & Climate, and Plant & Microbial Biology, University of Minnesota, St. Paul, MN, USA, 55108
| | - Stuart Simpson
- CSIRO Land and Water, Lucas Heights, NSW, 2234, Australia
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Staley C, Kaiser T, Vaughn BP, Graiziger C, Hamilton MJ, Kabage AJ, Khoruts A, Sadowsky MJ. Durable Long-Term Bacterial Engraftment following Encapsulated Fecal Microbiota Transplantation To Treat Clostridium difficile Infection. mBio 2019; 10:e01586-19. [PMID: 31337728 PMCID: PMC6650559 DOI: 10.1128/mbio.01586-19] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 06/27/2019] [Indexed: 01/29/2023] Open
Abstract
Fecal microbiota transplantation (FMT) has become a common rescue therapy for recurrent Clostridium difficile infection, and encapsulated delivery (cFMT) of healthy donor microbiota shows similar clinical efficacy as more traditional routes of administration. In this study, we characterized long-term patterns of bacterial engraftment in a cohort of 18 patients, who received capsules from one of three donors, up to 409 days post-FMT. Bacterial communities were characterized using Illumina sequencing of the V5-V6 hypervariable regions of the 16S rRNA gene, and engraftment was determined by using the Bayesian algorithm SourceTracker. All patients recovered clinically and were free of C. difficile infection following cFMT. The majority of patients (61%) showed high levels of engraftment after the first week following FMT, which were sustained throughout the year. A small subset, 22%, experienced a decline in donor engraftment after approximately 1 month, and a few patients (17%), two of whom were taking metformin, showed delayed and low levels of donor engraftment. Members of the genera Bacteroides, Parabacteroides, and Faecalibacterium were significantly and positively correlated with donor similarity (ρ = 0.237 to 0.373, P ≤ 0.017). Furthermore, throughout the year, patient fecal communities showed significant separation based on the donor fecal microbiota that they received (P < 0.001). Results of this study, which characterize long-term engraftment following cFMT, suggest that numerical donor similarity is not strictly related to clinical outcome and identify a persistent donor-specific effect on patient fecal microbial communities. Furthermore, results suggest that members of the Bacteroidetes may be important targets to improve engraftment via cFMT.IMPORTANCE Recurrent Clostridium difficile infection (rCDI) is the most common cause of hospital- and community-acquired diarrheal infection associated with antibiotic use. Fecal microbiota transplantation (FMT), a treatment that involves administration of fecal bacteria from a healthy donor to a recipient patient, is a highly effective rescue therapy for rCDI that is increasingly being incorporated into standard clinical practice. Encapsulated, freeze-dried preparations of fecal microbiota, administered orally, offer the simplest and most convenient route of FMT delivery for patients (cFMT). In this study, we evaluated the extent of bacterial engraftment following cFMT and the duration of donor bacterial persistence. All patients studied recovered clinically but showed differing patterns in long-term microbial community similarity to the donor that were associated with members of the bacterial group Bacteroidetes, previously shown to be prominent contributors to rCDI resistance. Results highlight long-lasting, donor-specific effects on recipient patient microbiota and reveal potential bacterial targets to improve cFMT engraftment.
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Affiliation(s)
- Christopher Staley
- Division of Basic & Translational Research, Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA
- BioTechnology Institute, University of Minnesota, Saint Paul, Minnesota, USA
| | - Thomas Kaiser
- Division of Basic & Translational Research, Department of Surgery, University of Minnesota, Minneapolis, Minnesota, USA
- BioTechnology Institute, University of Minnesota, Saint Paul, Minnesota, USA
| | - Byron P Vaughn
- Division of Gastroenterology, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Carolyn Graiziger
- Division of Gastroenterology, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Matthew J Hamilton
- BioTechnology Institute, University of Minnesota, Saint Paul, Minnesota, USA
| | - Amanda J Kabage
- Division of Gastroenterology, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Alexander Khoruts
- BioTechnology Institute, University of Minnesota, Saint Paul, Minnesota, USA
- Division of Gastroenterology, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Michael J Sadowsky
- BioTechnology Institute, University of Minnesota, Saint Paul, Minnesota, USA
- Department of Soil, Water, and Climate, University of Minnesota, Saint Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, Minnesota, USA
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Nakhi A, McDermott CM, Stoltz KL, John K, Hawkinson JE, Ambrose EA, Khoruts A, Sadowsky MJ, Dosa PI. 7-Methylation of Chenodeoxycholic Acid Derivatives Yields a Substantial Increase in TGR5 Receptor Potency. J Med Chem 2019; 62:6824-6830. [PMID: 31268316 DOI: 10.1021/acs.jmedchem.9b00770] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
TGR5 agonists are potential therapeutics for a variety of conditions including type 2 diabetes, obesity, and inflammatory bowel disease. After screening a library of chenodeoxycholic acid (CDCA) derivatives, it was determined that a range of modifications could be made to the acid moiety of CDCA which significantly increased TGR5 agonist potency. Surprisingly, methylation of the 7-hydroxyl of CDCA led to a further dramatic increase in potency, allowing the identification of 5.6 nM TGR5 agonist 17.
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Affiliation(s)
- Ali Nakhi
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry , University of Minnesota , 717 Delaware Street SE , Minneapolis , Minnesota 55414 , United States
| | - Connor M McDermott
- Department of Medicinal Chemistry , University of Minnesota , 717 Delaware Street SE , Minneapolis , Minnesota 55414 , United States
| | - Kristen L Stoltz
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry , University of Minnesota , 717 Delaware Street SE , Minneapolis , Minnesota 55414 , United States
| | - Kristen John
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry , University of Minnesota , 717 Delaware Street SE , Minneapolis , Minnesota 55414 , United States
| | - Jon E Hawkinson
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry , University of Minnesota , 717 Delaware Street SE , Minneapolis , Minnesota 55414 , United States
| | - Elizabeth A Ambrose
- Department of Medicinal Chemistry , University of Minnesota , 717 Delaware Street SE , Minneapolis , Minnesota 55414 , United States
| | - Alexander Khoruts
- Center for Immunology, Department of Medicine, Division of Gastroenterology , University of Minnesota , Minneapolis , Minnesota 55414 , United States.,BioTechnology Institute, Department of Soil, Water & Climate, and Department of Plant and Microbial Biology , University of Minnesota , St. Paul , Minnesota 55108 , United States
| | - Michael J Sadowsky
- BioTechnology Institute, Department of Soil, Water & Climate, and Department of Plant and Microbial Biology , University of Minnesota , St. Paul , Minnesota 55108 , United States
| | - Peter I Dosa
- Institute for Therapeutics Discovery and Development, Department of Medicinal Chemistry , University of Minnesota , 717 Delaware Street SE , Minneapolis , Minnesota 55414 , United States
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Prizment AE, Menk J, Staley C, Vivek S, Onyeaghala G, Thyagarajan B, Demmer R, Knights D, Meyer K, Shaukat A, Khorutz A, Sadowsky MJ, Straka RJ, Church T. Abstract 5060: Effect of aspirin on gut microbiome in a pilot randomized double-blind trial. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-5060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Aspirin use is associated with decreased risk of colorectal cancer (CRC), possibly by modulating the gut microbiome. We conducted a pilot double-blind randomized trial to evaluate the effect of aspirin on the gut microbiome. (ClinicalTrials.gov NCT02761486).
Methods: Fifty healthy individuals 50-75 years old were randomized (3:2) to receive a daily standard dose of aspirin (325 mg, N=30) or placebo (lactose, N=20) for 6 weeks followed by a 6-week washout. Stool specimens were collected at baseline, 3, 6, 9, and 12 weeks, and analyzed using 16S ribosomal RNA gene sequencing (V4 region) and Mothur software [ver. 1.35.1]. Fifteen genera associated with CRC were pre-specified from a published meta-analysis of the gut microbiome and CRC [Shah, 2017]. Among these 15 genera, eight genera, which were present in >10% of subjects at baseline in our study, were examined. Additionally, we examined four taxa previously associated with aspirin in a cross-sectional study of non-steroidal anti-inflammatory drugs and the gut microbiome [Rogers, 2016]. Mixed-effects logistic regression was used to estimate associations between aspirin use and changes in the relative abundance of taxa from pre- to post-treatment (baseline to week 6) via an interaction term (treatment*time). Log of odds ratio (β estimate) and P-values for the interaction term comparing aspirin to placebo for week 6 versus baseline are presented.
Results and conclusions. Out of the 8 pre-specified genera found to be associated with CRC in the meta-analysis, the interaction term was significant for 3 genera: Parabacteroides (β =-0.43, P<0.0001), Dorea (β =-1.56, P=0.02), and Akkermansia (β =0.30, P=0.009). These results suggest that aspirin decreases the relative abundance of two bacteria increased in CRC cases compared to non-cases - Parabacteroides and Dorea., while it increases the relative abundance of Akkermansia, which has been associated with anti-cancer immune response and improved survival of CRC patients. The following taxa that were previously associated with aspirin [Rogers, 2016] were also associated with aspirin in the present trial: family Ruminococcaceae (β= 0.33, P<0.0001), genera Bacteroides (β= -0.39; P<0.0001) and Prevotella (β= 0.51; P<0.0001). Our study suggests that aspirin changes the relative abundances of several gut bacteria previously shown to be associated with CRC.
Citation Format: Anna E. Prizment, Jeremiah Menk, Christopher Staley, Sithara Vivek, Guillaume Onyeaghala, Bharat Thyagarajan, Ryan Demmer, Dan Knights, Kathie Meyer, Aasma Shaukat, Alexander Khorutz, Michael J. Sadowsky, Robert J. Straka, Timothy Church. Effect of aspirin on gut microbiome in a pilot randomized double-blind trial [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 5060.
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