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An Introduction to Microbiomes

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Analyzing Microbiomes

  1. Allaband, C., McDonald, D., Vázquez-Baeza, Y., Minich, J. J., Tripathi, A., Brenner, D. A., Loomba, R., Smarr, L., Sandborn, W. J., Schnabl, B., Dorrestein, P., Zarrinpar, A., & Knight, R. (2019). Microbiome 101: Studying, Analyzing, and Interpreting Gut Microbiome Data for Clinicians. Clinical Gastroenterology and Hepatology, 17(2), 218–230. https://doi.org/https://doi.org/10.1016/j.cgh.2018.09.017
  2. Bashiardes, S., Zilberman-Schapira, G., & Elinav, E. (2016). Use of Metatranscriptomics in Microbiome Research. Bioinformatics and Biology Insights, 10, BBI.S34610. https://doi.org/10.4137/BBI.S34610
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  5. Caporaso, J. G., Lauber, C. L., Costello, E. K., Berg-Lyons, D., Gonzalez, A., Stombaugh, J., Knights, D., Gajer, P., Ravel, J., Fierer, N., Gordon, J. I., & Knight, R. (2011). Moving pictures of the human microbiome. Genome Biology, 12(5), R50. https://doi.org/10.1186/gb-2011-12-5-r50
  6. Chen, I.-M. A., Chu, K., Palaniappan, K., Ratner, A., Huang, J., Huntemann, M., Hajek, P., Ritter, S., Varghese, N., Seshadri, R., Roux, S., Woyke, T., Eloe-Fadrosh, E. A., Ivanova, N. N., & Kyrpides, N. C. (2021). The IMG/M data management and analysis system v.6.0: new tools and advanced capabilities. Nucleic Acids Research, 49(D1), D751–D763. https://doi.org/10.1093/nar/gkaa939
  7. Chong, J., Liu, P., Zhou, G., & Xia, J. (2020). Using MicrobiomeAnalyst for comprehensive statistical, functional, and meta-analysis of microbiome data. Nature Protocols, 15(3), 799–821. https://doi.org/10.1038/s41596-019-0264-1
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  19. Jiang, D., Armour, C. R., Hu, C., Mei, M., Tian, C., Sharpton, T. J., & Jiang, Y. (2019). Microbiome Multi-Omics Network Analysis: Statistical Considerations, Limitations, and Opportunities. Frontiers in Genetics, 10. https://www.frontiersin.org/article/10.3389/fgene.2019.00995
  20. Lagier, J.-C., Armougom, F., Million, M., Hugon, P., Pagnier, I., Robert, C., Bittar, F., Fournous, G., Gimenez, G., Maraninchi, M., Trape, J.-F., Koonin, E. v, la Scola, B., & Raoult, D. (2012). Microbial culturomics: paradigm shift in the human gut microbiome study. Clinical Microbiology and Infection, 18(12), 1185–1193. https://doi.org/https://doi.org/10.1111/1469-0691.12023
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  24. Mitchell, A. L., Almeida, A., Beracochea, M., Boland, M., Burgin, J., Cochrane, G., Crusoe, M. R., Kale, V., Potter, S. C., Richardson, L. J., Sakharova, E., Scheremetjew, M., Korobeynikov, A., Shlemov, A., Kunyavskaya, O., Lapidus, A., & Finn, R. D. (2020). MGnify: the microbiome analysis resource in 2020. Nucleic Acids Research, 48(D1), D570–D578. https://doi.org/10.1093/nar/gkz1035
  25. Nkrumah-Elie, Y., Elie, M., & Reisdorph, N. (2018). Chapter 14 – Systems Biology Approaches to Asthma Management. In S. J. Szefler, F. Holguin, & M. E. Wechsler (Eds.), Personalizing Asthma Management for the Clinician (pp. 151–160). Elsevier. https://doi.org/10.1016/B978-0-323-48552-4.00014-7
  26. Rivera-Pinto, J., Egozcue, J. J., Pawlowsky-Glahn, V., Paredes, R., Noguera-Julian, M., Calle, M. L., & Catherine, L. (2022). Balances: a New Perspective for Microbiome Analysis. MSystems, 3(4), e00053-18. https://doi.org/10.1128/mSystems.00053-18
  27. Sajulga, R., Easterly, C., Riffle, M., Mesuere, B., Muth, T., Mehta, S., Kumar, P., Johnson, J., Gruening, B. A., Schiebenhoefer, H., Kolmeder, C. A., Fuchs, S., Nunn, B. L., Rudney, J., Griffin, T. J., & Jagtap, P. D. (2020). Survey of metaproteomics software tools for functional microbiome analysis. PLOS ONE, 15(11), e0241503-. https://doi.org/10.1371/journal.pone.0241503
  28. Sarhan, M. S., Hamza, M. A., Youssef, H. H., Patz, S., Becker, M., ElSawey, H., Nemr, R., Daanaa, H.-S. A., Mourad, E. F., Morsi, A. T., Abdelfadeel, M. R., Abbas, M. T., Fayez, M., Ruppel, S., & Hegazi, N. A. (2019). Culturomics of the plant prokaryotic microbiome and the dawn of plant-based culture media – A review. Journal of Advanced Research, 19, 15–27. https://doi.org/https://doi.org/10.1016/j.jare.2019.04.002
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Human Health and Disease

  1. Dąbrowska, K., & Witkiewicz, W. (2016). Correlations of Host Genetics and Gut Microbiome Composition. Frontiers in Microbiology, 7, 1357. https://www.frontiersin.org/article/10.3389/fmicb.2016.01357
  2. Kates, A. E., Jarrett, O., Skarlupka, J. H., Sethi, A., Duster, M., Watson, L., Suen, G., Poulsen, K., & Safdar, N. (2020). Household Pet Ownership and the Microbial Diversity of the Human Gut Microbiota. Frontiers in Cellular and Infection Microbiology, 10, 73. https://www.frontiersin.org/article/10.3389/fcimb.2020.00073
  3. Kiecolt-Glaser, J. K., Wilson, S. J., & Madison, A. (2019). Marriage and Gut (Microbiome) Feelings: Tracing Novel Dyadic Pathways to Accelerated Aging. Psychosomatic Medicine, 81(8), 704–710. https://doi.org/10.1097/PSY.0000000000000647
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The Gut Microbiome

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  6. Boulangé, C. L., Neves, A. L., Chilloux, J., Nicholson, J. K., & Dumas, M.-E. (2016). Impact of the gut microbiota on inflammation, obesity, and metabolic disease. Genome Medicine, 8(1), 42. https://doi.org/10.1186/s13073-016-0303-2
  7. Camacho-Ortiz, A., Gutiérrez-Delgado, E. M., Garcia-Mazcorro, J. F., Mendoza-Olazarán, S., Martínez-Meléndez, A., Palau-Davila, L., Baines, S. D., Maldonado-Garza, H., & Garza-González, E. (2017). Randomized clinical trial to evaluate the effect of fecal microbiota transplant for initial Clostridium difficile infection in intestinal microbiome. PLOS ONE, 12(12), e0189768-. https://doi.org/10.1371/journal.pone.0189768
  8. Cammarota, G., Masucci, L., Ianiro, G., Bibbò, S., Dinoi, G., Costamagna, G., Sanguinetti, M., & Gasbarrini, A. (2015). Randomised clinical trial: faecal microbiota transplantation by colonoscopy vs. vancomycin for the treatment of recurrent Clostridium difficile infection. Alimentary Pharmacology & Therapeutics, 41(9), 835–843. https://doi.org/10.1111/apt.13144
  9. Cani, P. D., Amar, J., Iglesias, M. A., Poggi, M., Knauf, C., Bastelica, D., Neyrinck, A. M., Fava, F., Tuohy, K. M., Chabo, C., Waget, A., Delmée, E., Cousin, B., Sulpice, T., Chamontin, B., Ferrières, J., Tanti, J.-F., Gibson, G. R., Casteilla, L., … Burcelin, R. (2007). Metabolic Endotoxemia Initiates Obesity and Insulin Resistance. Diabetes, 56(7), 1761. https://doi.org/10.2337/db06-1491
  10. Clooney, A. G., Sutton, T. D. S., Shkoporov, A. N., Holohan, R. K., Daly, K. M., O’Regan, O., Ryan, F. J., Draper, L. A., Plevy, S. E., Ross, R. P., & Hill, C. (2019). Whole-Virome Analysis Sheds Light on Viral Dark Matter in Inflammatory Bowel Disease. Cell Host & Microbe, 26(6), 764-778.e5. https://doi.org/10.1016/j.chom.2019.10.009
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  13. David, L. A., Maurice, C. F., Carmody, R. N., Gootenberg, D. B., Button, J. E., Wolfe, B. E., Ling, A. v, Devlin, A. S., Varma, Y., Fischbach, M. A., Biddinger, S. B., Dutton, R. J., & Turnbaugh, P. J. (2014). Diet rapidly and reproducibly alters the human gut microbiome. Nature, 505(7484), 559–563. https://doi.org/10.1038/nature12820
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  15. DeFilipp, Z., Bloom, P. P., Torres Soto, M., Mansour, M. K., Sater, M. R. A., Huntley, M. H., Turbett, S., Chung, R. T., Chen, Y.-B., & Hohmann, E. L. (2019). Drug-Resistant E. coli Bacteremia Transmitted by Fecal Microbiota Transplant. New England Journal of Medicine, 381(21), 2043–2050. https://doi.org/10.1056/NEJMoa1910437
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  17. Forbes, J. D., Bernstein, C. N., Tremlett, H., van Domselaar, G., & Knox, N. C. (2019). A Fungal World: Could the Gut Mycobiome Be Involved in Neurological Disease? Frontiers in Microbiology, 9, 3249. https://www.frontiersin.org/article/10.3389/fmicb.2018.03249
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  27. Jackson, M. A., Verdi, S., Maxan, M.-E., Shin, C. M., Zierer, J., Bowyer, R. C. E., Martin, T., Williams, F. M. K., Menni, C., Bell, J. T., Spector, T. D., & Steves, C. J. (2018). Gut microbiota associations with common diseases and prescription medications in a population-based cohort. Nature Communications, 9(1), 2655. https://doi.org/10.1038/s41467-018-05184-7
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The Oral Microbiome

  1. Aas, J. A., Paster, B. J., Stokes, L. N., Ingar, O., & Dewhirst, F. E. (2005). Defining the Normal Bacterial Flora of the Oral Cavity. Journal of Clinical Microbiology, 43(11), 5721–5732. https://doi.org/10.1128/JCM.43.11.5721-5732.2005
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  90. Tribble, G. D., Angelov, N., Weltman, R., Wang, B.-Y., Eswaran, S. v, Gay, I. C., Parthasarathy, K., Dao, D.-H. v, Richardson, K. N., Ismail, N. M., Sharina, I. G., Hyde, E. R., Ajami, N. J., Petrosino, J. F., & Bryan, N. S. (2019). Frequency of Tongue Cleaning Impacts the Human Tongue Microbiome Composition and Enterosalivary Circulation of Nitrate. Frontiers in Cellular and Infection Microbiology, 9, 39. https://www.frontiersin.org/article/10.3389/fcimb.2019.00039
  91. van der Meulen, T. A., Harmsen, H. J. M., Bootsma, H., Liefers, S. C., Vich Vila, A., Zhernakova, A., Fu, J., Wijmenga, C., Spijkervet, F. K. L., Kroese, F. G. M., & Vissink, A. (2018). Dysbiosis of the buccal mucosa microbiome in primary Sjögren’s syndrome patients. Rheumatology, 57(12), 2225–2234. https://doi.org/10.1093/rheumatology/key215
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  96. Wang, T.-F., Jen, I.-A., Chou, C., & Lei, Y.-P. (2014). Effects of periodontal therapy on metabolic control in patients with type 2 diabetes mellitus and periodontal disease: a meta-analysis. Medicine, 93(28), e292–e292. https://doi.org/10.1097/MD.0000000000000292
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  98. Welch, J. L., Utter, D. R., Rossetti, B. J., Mark Welch, D. B., Eren, A. M., & Borisy, G. G. (2014). Dynamics of tongue microbial communities with single-nucleotide resolution using oligotyping. Frontiers in Microbiology, 5, 568. https://www.frontiersin.org/article/10.3389/fmicb.2014.00568
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The Skin Microbiome

  1. Bek-Thomsen, M., Lomholt, H. B., & Kilian, M. (2008). Acne is Not Associated with Yet-Uncultured Bacteria. Journal of Clinical Microbiology, 46(10), 3355–3360. https://doi.org/10.1128/JCM.00799-08
  2. Belkaid, Y., & Harrison, O. J. (2017). Homeostatic Immunity and the Microbiota. Immunity, 46(4), 562–576. https://doi.org/10.1016/j.immuni.2017.04.008
  3. Bierber, T. (2008). Mechanisms of disease: atopic dermatitis. N Engl J Med358, 358-1483.
  4. Blicharz, L., Rudnicka, L., & Samochocki, Z. (2019). Staphylococcus aureus: an underestimated factor in the pathogenesis of atopic dermatitis? Postepy Dermatologii i Alergologii, 36(1), 11–17. https://doi.org/10.5114/ada.2019.82821
  5. Byrd, A. L., Belkaid, Y., & Segre, J. A. (2018). The human skin microbiome. Nature Reviews Microbiology, 16(3), 143–155. https://doi.org/10.1038/nrmicro.2017.157
  6. Capone, K. A., Dowd, S. E., Stamatas, G. N., & Nikolovski, J. (2011). Diversity of the Human Skin Microbiome Early in Life. Journal of Investigative Dermatology, 131(10), 2026–2032. https://doi.org/10.1038/jid.2011.168
  7. Casas, C., Paul, C., Lahfa, M., Livideanu, B., Lejeune, O., Alvarez-Georges, S., Saint-Martory, C., Degouy, A., Mengeaud, V., Ginisty, H., Durbise, E., Schmitt, A. M., & Redoulès, D. (2012). Quantification of Demodex folliculorum by PCR in rosacea and its relationship to skin innate immune activation. Experimental Dermatology, 21(12), 906–910. https://doi.org/10.1111/exd.12030
  8. Cogen, A. L., Yamasaki, K., Sanchez, K. M., Dorschner, R. A., Lai, Y., MacLeod, D. T., Torpey, J. W., Otto, M., Nizet, V., Kim, J. E., & Gallo, R. L. (2010). Selective Antimicrobial Action Is Provided by Phenol-Soluble Modulins Derived from Staphylococcus epidermidis, a Normal Resident of the Skin. Journal of Investigative Dermatology, 130(1), 192–200. https://doi.org/10.1038/jid.2009.243
  9. Dominguez-Bello, M. G., Costello, E. K., Contreras, M., Magris, M., Hidalgo, G., Fierer, N., & Knight, R. (2010). Delivery mode shapes the acquisition and structure of the initial microbiota across multiple body habitats in newborns. Proceedings of the National Academy of Sciences, 107(26), 11971. https://doi.org/10.1073/pnas.1002601107
  10. Dreno, B., Martin, R., Moyal, D., Henley, J. B., Khammari, A., & Seité, S. (2017). Skin microbiome and acne vulgaris: Staphylococcus, a new actor in acne. Experimental Dermatology, 26(9), 798–803. https://doi.org/10.1111/exd.13296
  11. Fahlén, A., Engstrand, L., Baker, B. S., Powles, A., & Fry, L. (2012). Comparison of bacterial microbiota in skin biopsies from normal and psoriatic skin. Archives of Dermatological Research, 304(1), 15–22. https://doi.org/10.1007/s00403-011-1189-x
  12. Findley, K., & Grice, E. A. (2014). The Skin Microbiome: A Focus on Pathogens and Their Association with Skin Disease. PLOS Pathogens, 10(11), e1004436-. https://doi.org/10.1371/journal.ppat.1004436
  13. Findley, K., Oh, J., Yang, J., Conlan, S., Deming, C., Meyer, J. A., Schoenfeld, D., Nomicos, E., Park, M., Becker, J., Benjamin, B., Blakesley, R., Bouffard, G., Brooks, S., Coleman, H., Dekhtyar, M., Gregory, M., Guan, X., Gupta, J., … Program, N. I. H. I. S. C. C. S. (2013). Topographic diversity of fungal and bacterial communities in human skin. Nature, 498(7454), 367–370. https://doi.org/10.1038/nature12171
  14. Fitz-Gibbon, S., Tomida, S., Chiu, B.-H., Nguyen, L., Du, C., Liu, M., Elashoff, D., Erfe, M. C., Loncaric, A., Kim, J., Modlin, R. L., Miller, J. F., Sodergren, E., Craft, N., Weinstock, G. M., & Li, H. (2013). Propionibacterium acnes Strain Populations in the Human Skin Microbiome Associated with Acne. Journal of Investigative Dermatology, 133(9), 2152–2160. https://doi.org/10.1038/jid.2013.21
  15. Forton, F. M. N. (2012). Papulopustular rosacea, skin immunity and Demodex: pityriasis folliculorum as a missing link. Journal of the European Academy of Dermatology and Venereology, 26(1), 19–28. https://doi.org/10.1111/j.1468-3083.2011.04310.x
  16. Forton, F., & Seys, B. (1993). Density of Demodex folliculorum in rosacea: a case-control study using standardized skin-surface biopsy. British Journal of Dermatology, 128(6), 650–659. https://doi.org/10.1111/j.1365-2133.1993.tb00261.x
  17. Gao, Z., Tseng, C., Strober, B. E., Pei, Z., & Blaser, M. J. (2008). Substantial Alterations of the Cutaneous Bacterial Biota in Psoriatic Lesions. PLOS ONE, 3(7), e2719-. https://doi.org/10.1371/journal.pone.0002719
  18. Gardiner M, Vicaretti M, Sparks J, Bansal S, Bush S, Liu M, Darling A, Harry E, Burke CM. (2017). A longitudinal study of the diabetic skin and wound microbiome. PeerJ 5:e3543 https://doi.org/10.7717/peerj.3543
  19. Georgala, S., Katoulis, A. C., Kylafis, G. D., Koumantaki-Mathioudaki, E., Georgala, C., & Aroni, K. (2001). Increased density of Demodex folliculorum and evidence of delayed hypersensitivity reaction in subjects with papulopustular rosacea. Journal of the European Academy of Dermatology and Venereology, 15(5), 441–444. https://doi.org/10.1046/j.1468-3083.2001.00331.x
  20. Grice, E. A., & Segre, J. A. (2011). The skin microbiome. Nature Reviews Microbiology, 9(4), 244–253. https://doi.org/10.1038/nrmicro2537
  21. Grice, E. A., Kong, H. H., Conlan, S., Deming, C. B., Davis, J., Young, A. C., Nisc Comparative Sequencing Program, Bouffard, G. G., Blakesley, R. W., Muray, P. R., Green, E. D., Turner, M. L., & Segre, J. A. (2009). Topographical and Temporal Diversity of the Human Skin Microbiome. Science, 324(5931), 1190–1192. https://doi.org/10.1126/science.1171700
  22. Iwase, T., Uehara, Y., Shinji, H., Tajima, A., Seo, H., Takada, K., Agata, T., & Mizunoe, Y. (2010). Staphylococcus epidermidis Esp inhibits Staphylococcus aureus biofilm formation and nasal colonization. Nature, 465(7296), 346–349. https://doi.org/10.1038/nature09074
  23. Kalan, L. R., Meisel, J. S., Loesche, M. A., Horwinski, J., Soaita, I., Chen, X., Uberoi, A., Gardner, S. E., & Grice, E. A. (2019). Strain- and Species-Level Variation in the Microbiome of Diabetic Wounds Is Associated with Clinical Outcomes and Therapeutic Efficacy. Cell Host & Microbe, 25(5), 641-655.e5. https://doi.org/10.1016/j.chom.2019.03.006
  24. Kennedy, E. A., Connolly, J., Hourihane, J. O., Fallon, P. G., McLean, W. H. I., Murray, D., Jo, J.-H., Segre, J. A., Kong, H. H., & Irvine, A. D. (2017). Skin microbiome before development of atopic dermatitis: Early colonization with commensal staphylococci at 2 months is associated with a lower risk of atopic dermatitis at 1 year. Journal of Allergy and Clinical Immunology, 139(1), 166–172. https://doi.org/10.1016/j.jaci.2016.07.029
  25. Koller, B., Müller-Wiefel, A. S., Rupec, R., Korting, H. C., & Ruzicka, T. (2011). Chitin Modulates Innate Immune Responses of Keratinocytes. PLOS ONE, 6(2), e16594-. https://doi.org/10.1371/journal.pone.0016594
  26. Kong, H. H. (2011). Skin microbiome: genomics-based insights into the diversity and role of skin microbes. Trends in Molecular Medicine, 17(6), 320–328. https://doi.org/10.1016/j.molmed.2011.01.013
  27. Kong, H. H., Oh, J., Deming, C., Conlan, S., Grice, E. A., Beatson, M. A., Nomicos, E., Polley, E. C., Komarow, H. D., Program, N. C. S., Murray, P. R., Turner, M. L., & Segre, J. A. (2012). Temporal shifts in the skin microbiome associated with disease flares and treatment in children with atopic dermatitis. Genome Research, 22(5), 850–859. http://genome.cshlp.org/content/22/5/850.abstract
  28. Kuhbacher, A., Burger-Kentischer, A., & Rupp, S. (2017). Interaction of Candida species with the skin. Microorganisms5(2), 32. https://doi.org/10.3390/microorganisms5020032
  29. Lacey, N., Delaney, S., Kavanagh, K., & Powell, F. C. (2007). Mite-related bacterial antigens stimulate inflammatory cells in rosacea. British Journal of Dermatology, 157(3), 474–481. https://doi.org/10.1111/j.1365-2133.2007.08028.x
  30. Lacey, N., Kavanagh, K., & Tseng, S. C. G. (2009). Under the lash: Demodex mites in human diseases. The Biochemist, 31(4), 20–24. https://doi.org/10.1042/BIO03104020
  31. Lacey, N., Ní Raghallaigh, S., & Powell, F. C. (2011). Demodex mites – commensals, parasites or mutualistic organisms? Dermatology, 222(2), 128-30. doi:http://dx.doi.org/10.1159/000323009
  32. McKelvey, K., Xue, M., Whitmont, K., Shen, K., Cooper, A., & Jackson, C. (2012). Potential anti-inflammatory treatments for chronic wounds. Wound Practice & Research: Journal of the Australian Wound Management Association, 20(2), 86–89. https://search.informit.org/doi/10.3316/informit.656354654775105
  33. Naik, S., Bouladoux, N., Linehan, J. L., Han, S.-J., Harrison, O. J., Wilhelm, C., Conlan, S., Himmelfarb, S., Byrd, A. L., Deming, C., Quinones, M., Brenchley, J. M., Kong, H. H., Tussiwand, R., Murphy, K. M., Merad, M., Segre, J. A., & Belkaid, Y. (2015). Commensal–dendritic-cell interaction specifies a unique protective skin immune signature. Nature, 520(7545), 104–108. https://doi.org/10.1038/nature14052
  34. Naik, S., Bouladoux, N., Wilhelm, C., Molloy, M. J., Salcedo, R., Kastenmuller, W., Deming, C., Quinones, M., Koo, L., Conlan, S., Spencer, S., Hall, J. A., Dzutsev, A., Kong, H., Campbell, D. J., Trinchieri, G., Segre, J. A., & Belkaid, Y. (2012). Compartmentalized control of skin immunity by resident commensals. Science (New York, N.Y.)337(6098), 1115–1119. https://doi.org/10.1126/science.1225152
  35. Nakamura, Y., Oscherwitz, J., Cease, K. B., Chan, S. M., Muñoz-Planillo, R., Hasegawa, M., Villaruz, A. E., Cheung, G. Y. C., McGavin, M. J., Travers, J. B., Otto, M., Inohara, N., & Núñez, G. (2013). Staphylococcus δ-toxin induces allergic skin disease by activating mast cells. Nature, 503(7476), 397–401. https://doi.org/10.1038/nature12655
  36. Nakatsuji, T., Chen, T. H., Two, A. M., Chun, K. A., Narala, S., Geha, R. S., Hata, T. R., & Gallo, R. L. (2016). Staphylococcus aureus Exploits Epidermal Barrier Defects in Atopic Dermatitis to Trigger Cytokine Expression. Journal of Investigative Dermatology, 136(11), 2192–2200. https://doi.org/10.1016/j.jid.2016.05.127
  37. Niebuhr, M., Gathmann, M., Scharonow, H., Mamerow, D., Mommert, S., Balaji, H., & Werfel, T. (2011). Staphylococcal Alpha-Toxin Is a Strong Inducer of Interleukin-17 in Humans. Infection and Immunity, 79(4), 1615–1622. https://doi.org/10.1128/IAI.00958-10
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  40. Oh, J., Freeman, A. F., Program, N. C. S., Park, M., Sokolic, R., Candotti, F., Holland, S. M., Segre, J. A., & Kong, H. H. (2013). The altered landscape of the human skin microbiome in patients with primary immunodeficiencies. Genome Research, 23(12), 2103–2114. http://genome.cshlp.org/content/23/12/2103.abstract
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  44. PrabhuDas, M., Adkins, B., Gans, H., King, C., Levy, O., Ramilo, O., & Siegrist, C.-A. (2011). Challenges in infant immunity: implications for responses to infection and vaccines. Nature Immunology, 12(3), 189–194. https://doi.org/10.1038/ni0311-189
  45. Price, L. B., Liu, C. M., Melendez, J. H., Frankel, Y. M., Engelthaler, D., Aziz, M., Bowers, J., Rattray, R., Ravel, J., Kingsley, C., Keim, P. S., Lazarus, G. S., & Zenilman, J. M. (2009). Community Analysis of Chronic Wound Bacteria Using 16S rRNA Gene-Based Pyrosequencing: Impact of Diabetes and Antibiotics on Chronic Wound Microbiota. PLOS ONE, 4(7), e6462-. https://doi.org/10.1371/journal.pone.0006462
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The Respiratory Microbiome

  1. Abreu, N. A., Nagalingam, N. A., Song, Y., Roediger, F. C., Pletcher, S. D., Goldberg, A. N., & Lynch, S. V. (2012). Sinus Microbiome Diversity Depletion and Corynebacterium tuberculostearicum Enrichment Mediates Rhinosinusitis. Science Translational Medicine, 4(151), 151ra124-151ra124. https://doi.org/10.1126/scitranslmed.3003783
  2. Beck, J. M., Schloss, P. D., Venkataraman, A., Twigg, H., Jablonski, K. A., Bushman, F. D., Campbell, T. B., Charlson, E. S., Collman, R. G., Crothers, K., Curtis, J. L., Drews, K. L., Flores, S. C., Fontenot, A. P., Foulkes, M. A., Frank, I., Ghedin, E., Huang, L., Lynch, S. v, … Young, V. B. (2015). Multicenter Comparison of Lung and Oral Microbiomes of HIV-infected and HIV-uninfected Individuals. American Journal of Respiratory and Critical Care Medicine, 192(11), 1335–1344. https://doi.org/10.1164/rccm.201501-0128OC
  3. Biesbroek, G., Tsivtsivadze, E., Sanders, E. A. M., Montijn, R., Veenhoven, R. H., Keijser, B. J. F., & Bogaert, D. (2014). Early Respiratory Microbiota Composition Determines Bacterial Succession Patterns and Respiratory Health in Children. American Journal of Respiratory and Critical Care Medicine, 190(11), 1283–1292. https://doi.org/10.1164/rccm.201407-1240OC
  4. Bosch, A. A. T. M., Levin, E., van Houten, M. A., Hasrat, R., Kalkman, G., Biesbroek, G., de Steenhuijsen Piters, W. A. A., de Groot, P.-K. C. M., Pernet, P., Keijser, B. J. F., Sanders, E. A. M., & Bogaert, D. (2016). Development of Upper Respiratory Tract Microbiota in Infancy is Affected by Mode of Delivery. EBioMedicine, 9, 336–345. https://doi.org/10.1016/j.ebiom.2016.05.031
  5. Bousbia, S., Papazian, L., Saux, P., Forel, J. M., Auffray, J.-P., Martin, C., Raoult, D., & la Scola, B. (2012). Repertoire of Intensive Care Unit Pneumonia Microbiota. PLOS ONE, 7(2), e32486-. https://doi.org/10.1371/journal.pone.0032486
  6. Carmody, L. A., Zhao, J., Schloss, P. D., Petrosino, J. F., Murray, S., Young, V. B., Li, J. Z., & LiPuma, J. J. (2013). Changes in Cystic Fibrosis Airway Microbiota at Pulmonary Exacerbation. Annals of the American Thoracic Society, 10(3), 179–187. https://doi.org/10.1513/AnnalsATS.201211-107OC
  7. Chalmers, J. D., Taylor, J. K., Mandal, P., Choudhury, G., Singanayagam, A., Akram, A. R., & Hill, A. T. (2011). Validation of the Infectious Diseases Society of America/American Thoratic Society Minor Criteria for Intensive Care Unit Admission in Community-Acquired Pneumonia Patients Without Major Criteria or Contraindications to Intensive Care Unit Care. Clinical Infectious Diseases, 53(6), 503–511. https://doi.org/10.1093/cid/cir463
  8. Charlson, E. S., Diamond, J. M., Bittinger, K., Fitzgerald, A. S., Yadav, A., Haas, A. R., Bushman, F. D., & Collman, R. G. (2012). Lung-enriched Organisms and Aberrant Bacterial and Fungal Respiratory Microbiota after Lung Transplant. American Journal of Respiratory and Critical Care Medicine, 186(6), 536–545. https://doi.org/10.1164/rccm.201204-0693OC
  9. Cui, L., Morris, A., Huang, L., Beck, J. M., Twigg, H. L., von Mutius, E., & Ghedin, E. (2014). The Microbiome and the Lung. Annals of the American Thoracic Society, 11(Supplement 4), S227–S232. https://doi.org/10.1513/AnnalsATS.201402-052PL
  10. de Steenhuijsen Piters, W. A. A., Huijskens, E. G. W., Wyllie, A. L., Biesbroek, G., van den Bergh, M. R., Veenhoven, R. H., Wang, X., Trzciński, K., Bonten, M. J., Rossen, J. W. A., Sanders, E. A. M., & Bogaert, D. (2016). Dysbiosis of upper respiratory tract microbiota in elderly pneumonia patients. The ISME Journal, 10(1), 97–108. https://doi.org/10.1038/ismej.2015.99
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The Vaginal Microbiome

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Environmental Nutrient Cycling and Human Health

  1. Acinas, S. G., Sánchez, P., Salazar, G., Cornejo-Castillo, F. M., Sebastián, M., Logares, R., Sunagawa, S., Hingamp, P., Ogata, H., Lima-Mendez, G., Roux, S., González, J. M., Arrieta, J. M., Alam, I. S., Kamau, A., Bowler, C., Raes, J., Pesant, S., Bork, P., … Gasol, J. M. (2019). Metabolic Architecture of the Deep Ocean Microbiome. http://hdl.handle.net/10754/656339
  2. Albright, M. B. N., Johansen, R., Thompson, J., Lopez, D., Gallegos-Graves, L. v, Kroeger, M. E., Runde, A., Mueller, R. C., Washburne, A., Munsky, B., Yoshida, T., & Dunbar, J. (2020). Soil Bacterial and Fungal Richness Forecast Patterns of Early Pine Litter Decomposition. Frontiers in Microbiology, 11. https://www.frontiersin.org/article/10.3389/fmicb.2020.542220
  3. Amado, A. M., & Roland, F. (2017). Editorial: Microbial Role in the Carbon Cycle in Tropical Inland Aquatic Ecosystems. Frontiers in Microbiology, 8. https://www.frontiersin.org/article/10.3389/fmicb.2017.00020
  4. Ávila, M. P., Oliveira-Junior, E. S., Reis, M. P., Hester, E. R., Diamantino, C., Veraart, A. J., Lamers, L. P. M., Kosten, S., & Nascimento, A. M. A. (2019). The Water Hyacinth Microbiome: Link Between Carbon Turnover and Nutrient Cycling. Microbial Ecology, 78(3), 575–588. https://doi.org/10.1007/s00248-019-01331-9
  5. Feng, J., Wang, C., Lei, J., Yang, Y., Yan, Q., Zhou, X., Tao, X., Ning, D., Yuan, M. M., Qin, Y., Shi, Z. J., Guo, X., He, Z., van Nostrand, J. D., Wu, L., Bracho-Garillo, R. G., Penton, C. R., Cole, J. R., Konstantinidis, K. T., … Zhou, J. (2020). Warming-induced permafrost thaw exacerbates tundra soil carbon decomposition mediated by microbial community. Microbiome, 8(1), 3. https://doi.org/10.1186/s40168-019-0778-3
  6. Hamilton, T. L., Peters, J. W., Skidmore, M. L., & Boyd, E. S. (2013). Molecular evidence for an active endogenous microbiome beneath glacial ice. The ISME Journal, 7(7), 1402–1412. https://doi.org/10.1038/ismej.2013.31
  7. Hough, M., McClure, A., Bolduc, B., Dorrepaal, E., Saleska, S., Klepac-Ceraj, V., & Rich, V. (2020). Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient. Frontiers in Microbiology, 11. https://www.frontiersin.org/article/10.3389/fmicb.2020.00796
  8. März, C., Butler, P. G., Carter, G. D. O., & Verhagen, I. T. E. (2021). Editorial: The Marine Carbon Cycle: From Ancient Storage to Future Challenges. Frontiers in Earth Science, 9. https://www.frontiersin.org/article/10.3389/feart.2021.748701
  9. Moran, M. A. (2015). The global ocean microbiome. Science, 350(6266), aac8455. https://doi.org/10.1126/science.aac8455
  10. Naylor, D., Sadler, N., Bhattacharjee, A., Graham, E. B., Anderton, C. R., McClure, R., Lipton, M., Hofmockel, K. S., & Jansson, J. K. (2020). Soil Microbiomes Under Climate Change and Implications for Carbon Cycling. Annual Review of Environment and Resources, 45(1), 29–59. https://doi.org/10.1146/annurev-environ-012320-082720
  11. Ochoa-Hueso, R. (2017). Global Change and the Soil Microbiome: A Human-Health Perspective. Frontiers in Ecology and Evolution, 5. https://www.frontiersin.org/article/10.3389/fevo.2017.00071
  12. Paoli, L., Ruscheweyh, H.-J., Forneris, C. C., Kautsar, S., Clayssen, Q., Salazar, G., Milanese, A., Gehrig, D., Larralde, M., Carroll, L. M., Sánchez, P., Zayed, A. A., Cronin, D. R., Acinas, S. G., Bork, P., Bowler, C., Delmont, T. O., Sullivan, M. B., Wincker, P., … Sunagawa, S. (2021). Uncharted biosynthetic potential of the ocean microbiome. BioRxiv, 2021.03.24.436479. https://doi.org/10.1101/2021.03.24.436479
  13. Ray, A. E., Zhang, E., Terauds, A., Ji, M., Kong, W., & Ferrari, B. C. (2020). Soil Microbiomes With the Genetic Capacity for Atmospheric Chemosynthesis Are Widespread Across the Poles and Are Associated With Moisture, Carbon, and Nitrogen Limitation. Frontiers in Microbiology, 11. https://www.frontiersin.org/article/10.3389/fmicb.2020.01936
  14. Robinson, J.; Watkins, H.; Man, I.; Liddicoat, C.; Cameron, R.; Parker, B.; Cruz, M.; Meagher, L. Microbiome-Inspired Green Infrastructure (MIGI): A Bioscience Roadmap for Urban Ecosystem Health. Preprints 2021, 2021040560 (doi: 10.20944/preprints202104.0560.v1).
  15. Trevathan-Tackett, S. M., Kepfer-Rojas, S., Engelen, A. H., York, P. H., Ola, A., Li, J., Kelleway, J. J., Jinks, K. I., Jackson, E. L., Adame, M. F., Pendall, E., Lovelock, C. E., Connolly, R. M., Watson, A., Visby, I., Trethowan, A., Taylor, B., Roberts, T. N. B., Petch, J., … Macreadie, P. I. (2021). Ecosystem type drives tea litter decomposition and associated prokaryotic microbiome communities in freshwater and coastal wetlands at a continental scale. Science of The Total Environment, 782, 146819. https://doi.org/10.1016/j.scitotenv.2021.146819
  16. Tripathi, B. M., Kim1, H. M., Jung, J. Y., Nam, S., Ju, H. T., Kim, M., & Lee, Y. K. (2019). Distinct Taxonomic and Functional Profiles of the Microbiome Associated With Different Soil Horizons of a Moist Tussock Tundra in Alaska. Frontiers in Microbiology, 10. https://www.frontiersin.org/article/10.3389/fmicb.2019.01442
  17. Vigneron, A., Lovejoy, C., Cruaud, P., Kalenitchenko, D., Culley, A., & Vincent, W. F. (2019). Contrasting Winter Versus Summer Microbial Communities and Metabolic Functions in a Permafrost Thaw Lake. Frontiers in Microbiology, 10. https://www.frontiersin.org/article/10.3389/fmicb.2019.01656

The Ocean Microbiome and Marine Life

  1. Apprill, A. (2017). Marine Animal Microbiomes: Toward Understanding Host–Microbiome Interactions in a Changing Ocean. Frontiers in Marine Science, 4. https://www.frontiersin.org/article/10.3389/fmars.2017.00222
  2. Doney, S. C., Ruckelshaus, M., Emmett Duffy, J., Barry, J. P., Chan, F., English, C. A., Galindo, H. M., Grebmeier, J. M., Hollowed, A. B., Knowlton, N., Polovina, J., Rabalais, N. N., Sydeman, W. J., & Talley, L. D. (2011). Climate Change Impacts on Marine Ecosystems. Annual Review of Marine Science, 4(1), 11–37. https://doi.org/10.1146/annurev-marine-041911-111611
  3. Moran, M. A. (2015). The global ocean microbiome. Science, 350(6266), aac8455. https://doi.org/10.1126/science.aac8455
  4. Stévenne, C., Micha, M., Plumier, J.-C., & Roberty, S. (2021). Corals and Sponges Under the Light of the Holobiont Concept: How Microbiomes Underpin Our Understanding of Marine Ecosystems. Frontiers in Marine Science, 8. https://doi.org/10.3389/fmars.2021.698853
  5. Sunagawa, S., Pedro, C. L., Samuel, C., Roat, K. J., Karine, L., Guillem, S., Bardya, D., Georg, Z., R, M. D., Adriana, A., M, C.-C. F., I, C. P., Corinne, C., Francesco, d’Ovidio, Stefan, E., Isabel, F., M, G. J., Lionel, G., Falk, H., … Didier, V. (2015). Structure and function of the global ocean microbiome. Science, 348(6237), 1261359. https://doi.org/10.1126/science.1261359

Soil Microbiomes

  1. Gopal, M., & Gupta, A. (2016). Microbiome Selection Could Spur Next-Generation Plant Breeding Strategies. Frontiers in microbiology7, 1971. https://doi.org/10.3389/fmicb.2016.01971
  2. Omotayo, O. P., & Babalola, O. O. (2021). Resident rhizosphere microbiome’s ecological dynamics and conservation: Towards achieving the envisioned Sustainable Development Goals, a review. International Soil and Water Conservation Research, 9(1), 127–142. https://doi.org/10.1016/j.iswcr.2020.08.002
  3. Ray, P., Lakshmanan, V., Labbé, J. L., & Craven, K. D. (2020). Microbe to Microbiome: A Paradigm Shift in the Application of Microorganisms for Sustainable Agriculture. Frontiers in Microbiology, 11. https://www.frontiersin.org/article/10.3389/fmicb.2020.622926
  4. Tosi, M., Mitter, E. K., Gaiero, J., & Dunfield, K. (2020). It takes three to tango: the importance of microbes, host plant, and soil management to elucidate manipulation strategies for the plant microbiome. Canadian Journal of Microbiology, 66(7), 413–433. https://doi.org/10.1139/cjm-2020-0085

Plant Microbiomes

  1. Dastogeer, K. M. G., Tumpa, F. H., Sultana, A., Akter, M. A., & Chakraborty, A. (2020). Plant microbiome–an account of the factors that shape community composition and diversity. Current Plant Biology, 23, 100161. https://doi.org/https://doi.org/10.1016/j.cpb.2020.100161

Pollution and Bioremediation

  1. Jaiswal, S., & Shukla, P. (2020). Alternative Strategies for Microbial Remediation of Pollutants via Synthetic Biology. Frontiers in Microbiology, 11. https://www.frontiersin.org/article/10.3389/fmicb.2020.00808

Forensic Microbiomes

  1. Robinson, J. M., Pasternak, Z., Mason, C. E., & Elhaik, E. (2021). Forensic Applications of Microbiomics: A Review. Frontiers in Microbiology, 11. https://www.frontiersin.org/article/10.3389/fmicb.2020.608101

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