Metabolic cooperation and spatiotemporal niche partitioning in a kefir microbial community
Open accessAbstract
Microbial communities often undergo intricate compositional changes yet also maintain stable coexistence of diverse species. The mechanisms underlying long-term coexistence remain unclear as system-wide studies have been largely limited to engineered communities, ex situ adapted cultures or synthetic assemblies. Here, we show how kefir, a natural milk-fermenting community of prokaryotes (predominantly lactic and acetic acid bacteria) and yeasts (family Saccharomycetaceae), realizes stable coexistence through spatiotemporal orchestration of species and metabolite dynamics. During milk fermentation, kefir grains (a polysaccharide matrix synthesized by kefir microorganisms) grow in mass but remain unchanged in composition. In contrast, the milk is colonized in a sequential manner in which early members open the niche for the followers by making available metabolites such as amino acids and lactate. Through metabolomics, transcriptomics and large-scale mapping of inter-species interactions, we show how microorganisms poorly suited for milk survive in-and even dominate-the community, through metabolic cooperation and uneven partitioning between grain and milk. Overall, our findings reveal how inter-species interactions partitioned in space and time lead to stable coexistence.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
L. kefiranofaciens and Lentilactobacillus kefiri co-occurred in milk kefir.
“L. kefiranofaciens and Lentilactobacillus kefiri 93,94 co-occurred in milk kefir,”
From Unexplored microbial diversity from 2,500 food metagenomes and links with the human microbiome. (2024) · cites this paper as [93]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
Love, M. I., Huber, W., & Anders, S. (2014) · Genome Biology · doi:10.1186/s13059-014-0550-8 · Cited by 95,106 · see citing works
DADA2: High–resolution sample inference from Illumina amplicon data
Callahan, B. J., McMurdie, P. J., Rosen, M. J., Han, A. W., Johnson, A. J. A., & Holmes, S. P. (2016) · Nature Methods · doi:10.1038/nmeth.3869 · Cited by 35,698 · see citing works
Cutadapt removes adapter sequences from high-throughput sequencing reads
Martin, M. (2011) · EMBnet.journal · doi:10.14806/ej.17.1.200 · Cited by 33,889 · see citing works
Prokka: rapid prokaryotic genome annotation
Seemann, T. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btu153 · Cited by 18,512 · see citing works
VSEARCH: a versatile open source tool for metagenomics
(2016) · doi:10.7717/peerj.2584 · Cited by 10,773 · see citing works
Klindworth, A., Pruesse, E., Schweer, T., Peplies, J., Quast, C., Horn, M., & Glöckner, F. O. (2013) · Nucleic Acids Research · doi:10.1093/nar/gks808 · Cited by 8,850 · see citing works
Bokulich, N. A., Kaehler, B. D., Rideout, J. R., Dillon, M. R., Bolyen, E. K., Knight, R. D., Huttley, G. A., & Caporaso, J. G. (2018) · Microbiome · doi:10.1186/s40168-018-0470-z · Cited by 5,873 · see citing works
McDonald, D. T., Price, M. N., Goodrich, J. K., Nawrocki, E. P., DeSantis, T. Z., Probst, A. J., Andersen, G. L., Knight, R. D., & Hugenholtz, P. (2011) · The ISME Journal · doi:10.1038/ismej.2011.139 · Cited by 5,010 · see citing works
PEAR: a fast and accurate Illumina Paired-End reAd mergeR
Zhang, J., Kobert, K., Flouri, T., & Stamatakis, A. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btt593 · Cited by 4,497 · see citing works
Towards a unified paradigm for sequence‐based identification of fungi
Kõljalg, U., Nilsson, R. H., Abarenkov, K., Tedersoo, L., Taylor, A., Bahram, M., Bates, S., Bruns, T., Bengtsson-Palme, J., Callaghan, T., et al. (2013) · Molecular Ecology · doi:10.1111/mec.12481 · Cited by 3,289 · see citing works
Fast Genome-Wide Functional Annotation through Orthology Assignment by eggNOG-Mapper
Huerta-Cepas, J., Forslund, K., Coelho, L. P., Szklarczyk, D., Jensen, L. J., von Mering, C., & Bork, P. (2017) · Molecular Biology and Evolution · doi:10.1093/molbev/msx148 · Cited by 2,709 · see citing works
The Long-Term Stability of the Human Gut Microbiota
Faith, J. J., Guruge, J. L., Charbonneau, M., Subramanian, S., Seedorf, H., Goodman, A. L., Clemente, J. C., Knight, R., Heath, A. C., Leibel, R. L., et al. (2013) · Science · doi:10.1126/science.1237439 · Cited by 2,058 · see citing works
Transkingdom Control of Microbiota Diurnal Oscillations Promotes Metabolic Homeostasis
Thaiss, C. A., Zeevi, D., Levy, M., Zilberman-Schapira, G., Suez, J., Tengeler, A. C., Abramson, L., Katz, M. N., Korem, T., Zmora, N., et al. (2014) · Cell · doi:10.1016/j.cell.2014.09.048 · Cited by 1,449 · see citing works
Stability criteria for complex ecosystems
Allesina, S., & Tang, S. (2012) · Nature · doi:10.1038/nature10832 · Cited by 1,232 · see citing works
Emergent simplicity in microbial community assembly
Goldford, J. E., Lu, N., Bajić, D., Estrela, S., Tikhonov, M., Sánchez-Gorostiaga, A., Segrè, D., Mehta, P., & Sánchez, Á. (2018) · Science · doi:10.1126/science.aat1168 · Cited by 1,002 · see citing works
Recovery of gut microbiota of healthy adults following antibiotic exposure
Palleja, A., Mikkelsen, K. H., Forslund, S. K., Kashani, A., Allin, K. H., Nielsen, T., Hansen, T. H., Liang, S., Feng, Q., Zhang, C., et al. (2018) · Nature Microbiology · doi:10.1038/s41564-018-0257-9 · Cited by 875 · see citing works
The Plant Microbiota: Systems-Level Insights and Perspectives
Müller, D. B., Vogel, C., Bai, Y., & Vorholt, J. A. (2016) · Annual Review of Genetics · doi:10.1146/annurev-genet-120215-034952 · Cited by 849 · see citing works
Fast automated reconstruction of genome-scale metabolic models for microbial species and communities
Machado, D., Andrejev, S., Tramontano, M., & Patil, K. R. (2018) · Nucleic Acids Research · doi:10.1093/nar/gky537 · Cited by 724 · see citing works
Self-citationWolfe, B. E., Button, J. E., Santarelli, M., & Dutton, R. J. (2014) · Cell · doi:10.1016/j.cell.2014.05.041 · Cited by 648 · see citing works
Intercellular Nanotubes Mediate Bacterial Communication
Dubey, G. P., & Ben‐Yehuda, S. (2011) · Cell · doi:10.1016/j.cell.2011.01.015 · Cited by 567 · see citing works
Biodiversity increases and decreases ecosystem stability
Pennekamp, F., Pontarp, M., Tabi, A., Altermatt, F., Alther, R., Choffat, Y., Fronhofer, E. A., Ganesanandamoorthy, P., Garnier, A., Griffiths, J. I., et al. (2018) · Nature · doi:10.1038/s41586-018-0627-8 · Cited by 559 · see citing works
Community Structure Follows Simple Assembly Rules in Microbial Microcosms
Friedman, J., Higgins, L. M., & Gore, J. (2017) · Nature Ecology & Evolution · doi:10.1038/s41559-017-0109 · Cited by 557 · see citing works
Deciphering microbial interactions in synthetic human gut microbiome communities
Venturelli, O. S., Carr, A. V., Fisher, G., Hsu, R. H., Lau, R., Bowen, B. P., Hromada, S. E., Northen, T. R., & Arkin, A. P. (2018) · Molecular Systems Biology · doi:10.15252/msb.20178157 · Cited by 539 · see citing works
Modifying and reacting to the environmental pH can drive bacterial interactions
Ratzke, C., & Gore, J. (2018) · PLoS Biology · doi:10.1371/journal.pbio.2004248 · Cited by 456 · see citing works
The Microbiota and Health Promoting Characteristics of the Fermented Beverage Kefir
Bourrie, B. C. T., Willing, B. P., & Cotter, P. D. (2016) · Frontiers in Microbiology · doi:10.3389/fmicb.2016.00647 · Cited by 449 · see citing works
Microbial abundance, activity and population genomic profiling with mOTUs2
Milanese, A., Mende, D. R., Paoli, L., Salazar, G., Ruscheweyh, H.-J., Cuenca, M., Hingamp, P., Alves, R., Costea, P. I., Coelho, L. P., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-08844-4 · Cited by 446 · see citing works
Self-citationHandbook of Fermented Functional Foods
Farnworth, E. R. (2003) · CRC Press eBooks · doi:10.1201/9780203009727 · Cited by 431 · see citing works
Milk kefir: Composition, microbial cultures, biological activities, and related products
Prado, M. R., Blandón, L. M., Vandenberghe, L. P. S., Rodrigues, C., Castro, G. R., Thomaz-Soccol, V., & Soccol, C. R. (2015) · Frontiers in Microbiology · doi:10.3389/fmicb.2015.01177 · Cited by 423 · see citing works
Yeast Creates a Niche for Symbiotic Lactic Acid Bacteria through Nitrogen Overflow
Ponomarova, O., Gabrielli, N., Sévin, D. C., Mülleder, M., Zirngibl, K., Bulyha, K., Andrejev, S., Kafkia, E., Typas, A., Sauer, U., et al. (2017) · Cell Systems · doi:10.1016/j.cels.2017.09.002 · Cited by 409 · see citing works
Self-citationFuhrer, T., Heer, D., Begemann, B., & Zamboni, N. (2011) · Analytical Chemistry · doi:10.1021/ac201267k · Cited by 407 · see citing works
Emergent cooperation in microbial metabolism
Wintermute, E. H., & Silver, P. A. (2010) · Molecular Systems Biology · doi:10.1038/msb.2010.66 · Cited by 349 · see citing works
Dynamics in microbial communities: unraveling mechanisms to identify principles
Konopka, A. E., Lindemann, S. R., & Fredrickson, J. K. (2014) · The ISME Journal · doi:10.1038/ismej.2014.251 · Cited by 340 · see citing works
Factors Influencing Biogenic Amines Accumulation in Dairy Products
Linares, D. M., del Río, B., Ladero, V., Martínez, N., Fernández, M., Martín, M. C., & Álvarez, M. A. (2012) · Frontiers in Microbiology · doi:10.3389/fmicb.2012.00180 · Cited by 286 · see citing works
Bacteria and yeast microbiota in milk kefir grains from different Italian regions
Garofalo, C., Osimani, A., Milanović, V., Aquilanti, L., Filippis, F. D., Stellato, G., Mauro, S. D., Turchetti, B., Buzzini, P., Ercolini, D., et al. (2015) · Food Microbiology · doi:10.1016/j.fm.2015.01.017 · Cited by 276 · see citing works
Fast genome-wide functional annotation through orthology assignment by eggNOG-mapperPreprint
Huerta‐Cepas, J., Forslund, S. K., Szklarczyk, D., Jensen, L. J., von Mering, C., & Peer Bork, B. (2016) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/076331 · Cited by 269 · see citing works
Real-time metabolome profiling of the metabolic switch between starvation and growth
Link, H., Fuhrer, T., Gerosa, L., Zamboni, N., & Sauer, U. (2015) · Nature Methods · doi:10.1038/nmeth.3584 · Cited by 248 · see citing works
Self-citationNiche engineering demonstrates a latent capacity for fungal-algal mutualism
Hom, E. F. Y., & Murray, A. W. (2014) · Science · doi:10.1126/science.1253320 · Cited by 237 · see citing works
Lake microbial communities are resilient after a whole-ecosystem disturbance
Shade, A. L., Read, J. S., Youngblut, N. D., Fierer, N., Knight, R. D., Kratz, T. K., Lottig, N. R., Roden, E., Stanley, E. H., Stombaugh, J., et al. (2012) · The ISME Journal · doi:10.1038/ismej.2012.56 · Cited by 233 · see citing works
Exometabolite niche partitioning among sympatric soil bacteria
Baran, R., Brodie, E., Mayberry-Lewis, J., Hummel, E., da Rocha, U. N., Chakraborty, R., Bowen, B. P., Karaöz, U., Cadillo‐Quiroz, H., García‐Pichel, F., et al. (2015) · Nature Communications · doi:10.1038/ncomms9289 · Cited by 225 · see citing works
Proteolytic enzymes of lactic acid bacteria
Law, J., & Haandrikman, A. (1997) · International Dairy Journal · doi:10.1016/0958-6946(95)00073-9 · Cited by 225 · see citing works
Marsh, A. J., O’Sullivan, Ó., Hill, C., Ross, R. P., & Cotter, P. D. (2013) · PLoS ONE · doi:10.1371/journal.pone.0069371 · Cited by 221 · see citing works
Handbook of Fermented Functional Foods
Farnworth, E. R. (2008) · CRC Press eBooks · doi:10.1201/9781420053289 · Cited by 218 · see citing works
Corradini, C., Cavazza, A., & Bignardi, C. (2012) · International Journal of Carbohydrate Chemistry · doi:10.1155/2012/487564 · Cited by 176 · see citing works
Proteomics evidence for kefir dairy in Early Bronze Age China
Yang, Y., Shevchenko, A., Knaust, A., Abuduresule, I., Li, W., Hu, X., Wang, C., & Shevchenko, A. (2014) · Journal of Archaeological Science · doi:10.1016/j.jas.2014.02.005 · Cited by 174 · see citing works
Davies, D. T., & White, J. C. D. (1960) · Journal of Dairy Research · doi:10.1017/s0022029900010256 · Cited by 157 · see citing works
Enke, T. N., Leventhal, G. E., Metzger, M., Saavedra, J. T., & Cordero, O. X. (2018) · Nature Communications · doi:10.1038/s41467-018-05159-8 · Cited by 130 · see citing works
Embree, M., Nagarajan, H., Movahedi, N. S., Chitsaz, H., & Zengler, K. (2013) · The ISME Journal · doi:10.1038/ismej.2013.187 · Cited by 128 · see citing works
Data correction strategy for metabolomics analysis using gas chromatography–mass spectrometry
Kanani, H., & Klapa, M. I. (2006) · Metabolic Engineering · doi:10.1016/j.ymben.2006.08.001 · Cited by 123 · see citing works
Dols‐Lafargue, M., Chraibi, W., Remaud‐Siméon, M., Lindley, N. D., & MONSAN, P. F. (1997) · Applied and Environmental Microbiology · doi:10.1128/aem.63.6.2159-2165.1997 · Cited by 112 · see citing works
Adler, P., Frey, L. J., Berger, A., Bolten, C. J., Hansen, C. E., & Wittmann, C. (2014) · Applied and Environmental Microbiology · doi:10.1128/aem.01048-14 · Cited by 112 · see citing works
Rosenthal, A. Z., Matson, E. G., Eldar, A., & Leadbetter, J. R. (2011) · The ISME Journal · doi:10.1038/ismej.2011.3 · Cited by 96 · see citing works
Apelblat, A. (2014) · Springer eBooks · doi:10.1007/978-3-319-11233-6 · Cited by 92 · see citing works
Multiple stable states in microbial communities explained by the stable marriage problem
Goyal, A., Dubinkina, V. B., & Maslov, S. (2018) · The ISME Journal · doi:10.1038/s41396-018-0222-x · Cited by 88 · see citing works
Investigation on Culturable Microflora in Tibetan Kefir Grains from Different Areas of China
Gao, J., Gu, F., Abdella, N. H., Ruan, H., & He, G. (2012) · Journal of Food Science · doi:10.1111/j.1750-3841.2012.02805.x · Cited by 87 · see citing works
Nonlinear analogue of the May−Wigner instability transition
Fyodorov, Y. V., & Khoruzhenko, B. A. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1601136113 · Cited by 85 · see citing works
Mullin, W. J., & Emmons, D. B. (1997) · Food Research International · doi:10.1016/s0963-9969(97)00026-4 · Cited by 83 · see citing works
Machado, D., Herrgård, M. J., & Rocha, I. (2016) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1005140 · Cited by 82 · see citing works
Self-citationAlessi, A. M., Bird, S. M., Oates, N. C., Li, Y., Dowle, A., Novotny, E. H., DeAzevedo, E. R., Bennett, J. P., Polikarpov, I., Young, J. P. W., et al. (2018) · Biotechnology for Biofuels · doi:10.1186/s13068-018-1164-2 · Cited by 80 · see citing works
Model microbial communities for ecosystems biology
Blasche, S., Kim, Y., Oliveira, A. P., & Patil, K. R. (2017) · Current Opinion in Systems Biology · doi:10.1016/j.coisb.2017.09.002 · Cited by 61 · see citing works
Self-citationThe relative importance of relative nonlinearity and the storage effect in the lottery model
Yuan, C., & Chesson, P. (2015) · Theoretical Population Biology · doi:10.1016/j.tpb.2015.08.001 · Cited by 57 · see citing works
Lacroix, N., St‐Gelais, D., Champagne, C. P., & Vuillemard, J.-C. (2013) · Dairy Science and Technology · doi:10.1007/s13594-013-0127-4 · Cited by 52 · see citing works
Taxonomy, physiology and growth of Lactococcus lactis: a review
Samaržija, D., Antunac, N., & Havranek, J. (2001) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 43 · see citing works
The need for country specific composition data on milk
Schönfeldt, H. C., Hall, N., & Smit, L. E. (2011) · Food Research International · doi:10.1016/j.foodres.2011.05.018 · Cited by 42 · see citing works
Motaghi, M., Mazaheri, M., Moazami, N., Farkhondeh, A., Fooladi, M., & Goltapeh, E. M. (1997) · World Journal of Microbiology and Biotechnology · doi:10.1023/a:1018577728412 · Cited by 39 · see citing works
Dynamic exometabolome analysis reveals active metabolic pathways in non‐replicating mycobacteria
Zimmermann, M., Kuehne, A., Boshoff, H. I., Barry, C. E., Zamboni, N., & Sauer, U. (2015) · Environmental Microbiology · doi:10.1111/1462-2920.13056 · Cited by 35 · see citing works
Self-citationMarty-Teysset, C., Lolkema, J. S., Schmitt, P., Diviès, C., & Konings, W. N. (1996) · Journal of Bacteriology · doi:10.1128/jb.178.21.6209-6215.1996 · Cited by 34 · see citing works
Bellengier, P., RICHARD, J., & Foucaud, C. (1997) · Journal of Dairy Research · doi:10.1017/s0022029996001902 · Cited by 23 · see citing works
Impact of goat milk and milk products on human nutrition.
Park, Y. W. (2008) · CABI Reviews · doi:10.1079/pavsnnr20072081 · Cited by 22 · see citing works
Kim, D.-H., Chon, J.-W., Kim, H.-S., Yim, J.-H., Kim, H., & Seo, K.-H. (2015) · Journal of Food Protection · doi:10.4315/0362-028x.jfp-14-329 · Cited by 22 · see citing works
Hache, C., Cachon, R., Waché, Y., Belguendouz, T., Riondet, C., Deraedt, A., & Diviès, C. (1999) · Systematic and Applied Microbiology · doi:10.1016/s0723-2020(99)80002-2 · Cited by 21 · see citing works
Cascade cell lyses and DNA extraction for identification of genes and microorganisms in kefir grains
Kowalczyk, M., Kołakowski, P., Radziwill-Bienkowska, J. M., Szmytkowska, A., & Bardowski, J. K. (2011) · Journal of Dairy Research · doi:10.1017/s0022029911000677 · Cited by 15 · see citing works
Draft Genome Sequence of Corynebacterium kefirresidentii SB, Isolated from Kefir
Blasche, S., Kim, Y., & Patil, K. R. (2017) · Genome Announcements · doi:10.1128/genomea.00877-17 · Cited by 9 · see citing works
Self-citationDraft Genome Sequences of Three Novel Low-Abundance Species Strains Isolated from Kefir Grain
Kim, Y., Blasche, S., & Patil, K. R. (2017) · Genome Announcements · doi:10.1128/genomea.00869-17 · Cited by 3 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- [11]Ponomarova O Yeast creates a stable niche for symbiotic lactic acid bacteria through nitrogen overflow Cell Syst 2017 PMC5660601 28964698
Cited by
Sorted by citations
Dai, T., Wen, D., Bates, C. T., Wu, L., Guo, X. Y., Liu, S., Su, Y., Lei, J., Zhou, J. Z., & Yang, Y. (2022) · Nature Communications · doi:10.1038/s41467-021-27857-6 · Cited by 475 · see citing works
Dai, T., Wen, D., Bates, C. T., Wu, L., Guo, X. Y., Liu, S., Su, Y., Lei, J., Zhou, J. Z., & Yang, Y. (2022) · RePEc: Research Papers in Economics · Cited by 329 · see citing works
Metabolic exchanges are ubiquitous in natural microbial communities
Kost, C., Patil, K. R., Friedman, J., Garcia, S. L., & Ralser, M. (2023) · Nature Microbiology · doi:10.1038/s41564-023-01511-x · Cited by 281 · see citing works
Self-citationEcological modelling approaches for predicting emergent properties in microbial communities
van den Berg, N. I., Machado, D., Santos, S., Rocha, I., Chacón, J. M., Harcombe, W. R., Mitri, S., & Patil, K. R. (2022) · Nature Ecology & Evolution · doi:10.1038/s41559-022-01746-7 · Cited by 253 · see citing works
Self-citationFungi as mediators linking organisms and ecosystems
Bahram, M., & Netherway, T. (2021) · FEMS Microbiology Reviews · doi:10.1093/femsre/fuab058 · Cited by 271 · see citing works
Fermented foods and gastrointestinal health: underlying mechanisms
Mukherjee, A., Breselge, S., Dimidi, E., Marco, M. L., & Cotter, P. D. (2023) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-023-00869-x · Cited by 264 · see citing works
Bello, M. D., Lee, H., Goyal, A., & Gore, J. (2021) · Nature Ecology & Evolution · doi:10.1038/s41559-021-01535-8 · Cited by 217 · see citing works
Wang, Y., Zhang, C., Liu, F., Jin, Z., & Xia, X. (2022) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2021.2025035 · Cited by 220 · see citing works
A citizen-science-enabled catalogue of the vaginal microbiome and associated factors
Lebeer, S., Ahannach, S., Gehrmann, T., Wittouck, S., Eilers, T., Oerlemans, E., Condori, S., Dillen, J., Spacova, I., Vander Donck, L., et al. (2023) · Nature Microbiology · doi:10.1038/s41564-023-01500-0 · Cited by 181 · see citing works
In vitro interaction network of a synthetic gut bacterial community
Weiß, A. S., Burrichter, A. G., Raj, A. C. D., von Strempel, A., Meng, C., Kleigrewe, K., Münch, P. C., Rössler, L., Huber, C., Eisenreich, W., et al. (2021) · The ISME Journal · doi:10.1038/s41396-021-01153-z · Cited by 177 · see citing works
Qiao, Y., Wang, Z., Sun, H., Guo, H., Song, Y., Zhang, H., Ruan, Y., Xu, Q., Huang, Q., Shen, Q., et al. (2024) · Microbiome · doi:10.1186/s40168-024-01814-z · Cited by 146 · see citing works
Unexplored microbial diversity from 2,500 food metagenomes and links with the human microbiome.
Carlino, N., Blanco-Míguez, A., Punčochář, M., Mengoni, C., Pinto, F., Tatti, A., Manghi, P., Armanini, F., Avagliano, M., Barcenilla, C., et al. (2024) · Cell · doi:10.1016/j.cell.2024.07.039 · Cited by 146 · see citing works
“L. kefiranofaciens and Lenti-lactobacillus kefiri 93,94 co-occurred in milk kefir, while water kefir defined a tight cluster dominated by L. paracasei , L. satsumensis (not detected in any other types), and Lentilactobacillus hilgardii .”
metaGEM: reconstruction of genome scale metabolic models directly from metagenomes
Zorrilla, F., Buric, F., Patil, K. R., & Zelezniak, A. (2021) · Nucleic Acids Research · doi:10.1093/nar/gkab815 · Cited by 136 · see citing works
Self-citationYu, J., Correia‐Melo, C., Zorrilla, F., Herrera-Domínguez, L., Wu, M., Hartl, J., Campbell, K., Blasche, S., Kreidl, M., Egger, A.-S., et al. (2022) · Nature Microbiology · doi:10.1038/s41564-022-01072-5 · Cited by 132 · see citing works
Self-citationMicrobiome Assembly in Fermented Foods
Louw, N. L., Lele, K., Ye, R., Edwards, C. B., & Wolfe, B. E. (2023) · Annual Review of Microbiology · doi:10.1146/annurev-micro-032521-041956 · Cited by 130 · see citing works
Microbial foods for improving human and planetary health
Jahn, L. J., Rekdal, V. M., & Sommer, M. O. A. (2023) · Cell · doi:10.1016/j.cell.2022.12.002 · Cited by 119 · see citing works
Starter Culture Development and Innovation for Novel Fermented Foods
Gänzle, M. G., Monnin, L., Zheng, J., Zhang, L., Coton, M., Sicard, D., & Walter, J. (2023) · Annual Review of Food Science and Technology · doi:10.1146/annurev-food-072023-034207 · Cited by 121 · see citing works
Microbial interactions shape cheese flavour formation
Melkonian, C., Zorrilla, F., Kjærbølling, I., Blasche, S., Machado, D., Junge, M. P., Sørensen, K. I., Andersen, L. T., Patil, K. R., & Zeidan, A. A. (2023) · Nature Communications · doi:10.1038/s41467-023-41059-2 · Cited by 112 · see citing works
Self-citationMetabolic cross-feeding structures the assembly of polysaccharide degrading communities
Pontrelli, S., Szabo, R. E., Pollak, S., Schwartzman, J. A., Ledezma-Tejeida, D., Cordero, O. X., & Sauer, U. (2022) · Science Advances · doi:10.1126/sciadv.abk3076 · Cited by 104 · see citing works
Self-citationMicrobial interactions and ecology in fermented food ecosystems
Auchtung, J. M., Hallen‐Adams, H. E., & Hutkins, R. W. (2025) · Nature Reviews Microbiology · doi:10.1038/s41579-025-01191-w · Cited by 110 · see citing works
Kang, J., Huang, X., Li, R., Zhang, Y., Chen, X., & Han, B. (2024) · Food Research International · doi:10.1016/j.foodres.2024.114497 · Cited by 93 · see citing works
The community-function landscape of microbial consortia
Sánchez, Á., Bajić, D., Díaz‐Colunga, J., Skwara, A., Vila, J. C. C., & Kuehn, S. (2023) · Cell Systems · doi:10.1016/j.cels.2022.12.011 · Cited by 92 · see citing works
Barber, J. N., Nicholson, L. C., Woods, L. C., Judd, L. M., Sezmis, A. L., Hawkey, J., Holt, K. E., & McDonald, M. J. (2022) · The ISME Journal · doi:10.1038/s41396-022-01191-1 · Cited by 87 · see citing works
Jin, R., Song, J., Liu, C., Lin, R., Liang, D., Aweya, J. J., Weng, W., Zhu, L., Shang, J., & Yang, S. (2024) · Comprehensive Reviews in Food Science and Food Safety · doi:10.1111/1541-4337.13388 · Cited by 89 · see citing works
Construction of stable microbial consortia for effective biochemical synthesis
Jiang, Y., Wu, R., Zhang, W., Xin, F., & Jiang, M. (2023) · Trends in Biotechnology · doi:10.1016/j.tibtech.2023.05.008 · Cited by 86 · see citing works
Tan, Y., Du, H., Zhang, H., Chen, F., Jin, G., Chen, S., Wu, Q. J., Zhang, Y., Zhang, M. H., & Xu, Y. (2022) · Microbiology Spectrum · doi:10.1128/spectrum.01844-22 · Cited by 83 · see citing works
Chen, L., Qin, X., Wang, G., Teng, M., Zheng, Y., Yang, F., Du, H., Wang, L., & Xu, Y. (2024) · Bioresource Technology · doi:10.1016/j.biortech.2024.130854 · Cited by 81 · see citing works
Invited review: Milk kefir microbiota—Direct and indirect antimicrobial effects
González‐Orozco, B. D., García‐Cano, I., Jiménez‐Flores, R., & Alvárez, V. B. (2022) · Journal of Dairy Science · doi:10.3168/jds.2021-21382 · Cited by 77 · see citing works
The LuxS/AI-2 system regulates the probiotic activities of lactic acid bacteria
Meng, F., Zhao, M., & Lu, Z. (2022) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2022.05.014 · Cited by 75 · see citing works
Metatranscriptomics-guided genome-scale metabolic modeling of microbial communities
Zampieri, G., Campanaro, S., Angione, C., & Treu, L. (2023) · Cell Reports Methods · doi:10.1016/j.crmeth.2022.100383 · Cited by 75 · see citing works
Bacteriocins: potentials and prospects in health and agrifood systems
Reuben, R. C., & Torres, C. (2024) · Archives of Microbiology · doi:10.1007/s00203-024-03948-y · Cited by 88 · see citing works
Microbial Biofilms for Environmental Bioremediation of Heavy Metals: a Review
Syed, Z., Sogani, M., Rajvanshi, J., & Sonu, K. (2022) · Applied Biochemistry and Biotechnology · doi:10.1007/s12010-022-04276-x · Cited by 73 · see citing works
Giordano, N., Gaudin, M., Trottier, C., Delage, E., Nef, C., Bowler, C., & Chaffron, S. (2024) · Nature Communications · doi:10.1038/s41467-024-46374-w · Cited by 72 · see citing works
Spatially structured exchange of metabolites enhances bacterial survival and resilience in biofilms
Zhang, Y., Cai, Y., Zhang, B., & Zhang, Y. ‐. P. (2024) · Nature Communications · doi:10.1038/s41467-024-51940-3 · Cited by 71 · see citing works
Polysaccharides influence human health via microbiota-dependent and -independent pathways
Gan, L., Wang, J., & Guo, Y. (2022) · Frontiers in Nutrition · doi:10.3389/fnut.2022.1030063 · Cited by 69 · see citing works
Yang, H., Hao, L., Jin, Y., Huang, J., Zhou, R., & Wu, C. (2024) · Biotechnology Advances · doi:10.1016/j.biotechadv.2024.108397 · Cited by 69 · see citing works
Hernández-Velázquez, R., Flörl, L., Lavrinienko, A., Sebechlebská, Z., Merk, L., Greppi, A., & Bokulich, N. A. (2024) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2024.104569 · Cited by 71 · see citing works
Putting microbial interactions back into community contexts
Pierce, E. C., & Dutton, R. J. (2021) · Current Opinion in Microbiology · doi:10.1016/j.mib.2021.10.008 · Cited by 64 · see citing works
Nikoloudaki, O., Aheto, F., Cagno, R. D., & Gobbetti, M. (2024) · Food Research International · doi:10.1016/j.foodres.2024.114780 · Cited by 66 · see citing works
Srinivas, M., O’Sullivan, Ó., Cotter, P. D., van Sinderen, D., & Kenny, J. G. (2022) · Foods · doi:10.3390/foods11203297 · Cited by 64 · see citing works
Symbioses between fungi and bacteria: from mechanisms to impacts on biodiversity
Pawlowska, T. E. (2024) · Current Opinion in Microbiology · doi:10.1016/j.mib.2024.102496 · Cited by 60 · see citing works
Adaptive laboratory evolution of microbial co‐cultures for improved metabolite secretion
Konstantinidis, D., Pereira, F. M., Geissen, E., Grkovska, K., Kafkia, E., Jouhten, P., Kim, Y., Devendran, S., Zimmermann, M., & Patil, K. R. (2021) · Molecular Systems Biology · doi:10.15252/msb.202010189 · Cited by 60 · see citing works
Self-citationChameleon-like microbes promote microecological differentiation of Daqu.
Yang, L., Fan, W., & Xu, Y. (2022) · Food microbiology · doi:10.1016/j.fm.2022.104144 · Cited by 58 · see citing works
Hu, H., Wang, M., Huang, Y., Xu, Z., Xu, P., Nie, Y., & Tang, H. (2022) · mLife · doi:10.1002/mlf2.12043 · Cited by 58 · see citing works
Zhu, L., Wang, X., Liu, L., Le, B., Tan, C., Dong, C., Yao, X., & Hu, B. (2024) · Environmental Research · doi:10.1016/j.envres.2024.119155 · Cited by 58 · see citing works
Integrated molecular approaches for fermented food microbiome research
Walsh, A. M., Leech, J., Huttenhower, C., Delhomme-Nguyen, H., Crispie, F., Chervaux, C., & Cotter, P. D. (2023) · FEMS Microbiology Reviews · doi:10.1093/femsre/fuad001 · Cited by 56 · see citing works
Liao, H., Luo, Y., Huang, X., & Xia, X. (2022) · Food Chemistry · doi:10.1016/j.foodchem.2022.134936 · Cited by 55 · see citing works
Cooperative microbial interactions drive spatial segregation in porous environments
Wu, Y., Fu, C., Peacock, C. L., Sørensen, S. J., Redmile-Gordon, M. A., Xiao, K., Gao, C., Liu, J., Huang, Q., Li, Z., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-39991-4 · Cited by 55 · see citing works
Lactobacillus kefiranofaciens: From Isolation and Taxonomy to Probiotic Properties and Applications
Georgalaki, M. D., Ζουμποπούλου, Γ., Anastasiou, R., Κάζου, Μ., & Tsakalidou, E. (2021) · Microorganisms · doi:10.3390/microorganisms9102158 · Cited by 55 · see citing works
Li, M., Lao, F., Pan, X. Y., Yuan, L., Zhang, D., & Wu, J. (2024) · Food Research International · doi:10.1016/j.foodres.2024.114033 · Cited by 54 · see citing works
Lactobacilli biology, applications and host interactions
Mejía-Caballero, A., & Marco, M. L. (2025) · Nature Reviews Microbiology · doi:10.1038/s41579-025-01205-7 · Cited by 60 · see citing works
Metabolic adaptation to vitamin auxotrophy by leaf-associated bacteria
Ryback, B. A., Bortfeld‐Miller, M., & Vorholt, J. A. (2022) · The ISME Journal · doi:10.1038/s41396-022-01303-x · Cited by 53 · see citing works
Horizontal gene transfer is predicted to overcome the diversity limit of competing microbial species
Zhu, S., Hong, J., & Wang, T. (2024) · Nature Communications · doi:10.1038/s41467-024-45154-w · Cited by 59 · see citing works
van de Wouw, M., Walsh, C. J., Vigano, G. M. D., Lyte, J. M., Boehme, M., Gual‐Grau, A., Crispie, F., Walsh, A. M., Clarke, G. A., Dinan, T. G., et al. (2021) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2021.07.004 · Cited by 57 · see citing works
Spatially structured microbial consortia and their role in food fermentations
Michielsen, S., Vercelli, G. T., Cordero, O. X., & Bachmann, H. (2024) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2024.103102 · Cited by 49 · see citing works
Engineering Microbial Consortia as Living Materials: Advances and Prospectives
Wang, S., Zhan, Y., Jiang, X., & Lai, Y. (2024) · ACS Synthetic Biology · doi:10.1021/acssynbio.4c00313 · Cited by 50 · see citing works
Li, Q., Du, B., Chen, X., Zhao, Y., Zhu, L., Ma, H., Sun, B., Hao, J., & Li, X. (2024) · Food Bioscience · doi:10.1016/j.fbio.2024.103909 · Cited by 48 · see citing works
Zeng, X., Wang, Y., Jia, H., Wang, Z., Gao, Z., Luo, Y., Sheng, Q., Yuan, Y., & Yue, T. (2021) · Food Research International · doi:10.1016/j.foodres.2021.110849 · Cited by 47 · see citing works
Jiang, X., Peng, Z., & Zhang, J. (2024) · Food Research International · doi:10.1016/j.foodres.2024.114557 · Cited by 48 · see citing works
Chen, L., Wang, G., Teng, M., Wang, L., Yang, F., Jin, G., Du, H., & Xu, Y. (2023) · Comprehensive Reviews in Food Science and Food Safety · doi:10.1111/1541-4337.13135 · Cited by 46 · see citing works
D’Souza, G. G., Schwartzman, J. A., Keegstra, J. M., Schreier, J. E., Daniels, M., Cordero, O. X., Stocker, R., & Ackermann, M. (2023) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2305198120 · Cited by 45 · see citing works
Kharnaior, P., & Tamang, J. P. (2022) · Frontiers in Microbiology · doi:10.3389/fmicb.2022.868383 · Cited by 46 · see citing works
Unravelling metabolic cross‐feeding in a yeast–bacteria community using 13C‐based proteomics
Gabrielli, N., Maga‐Nteve, C., Kafkia, E., Rettel, M., Loeffler, J., Kamrad, S., Typas, A., & Patil, K. R. (2023) · Molecular Systems Biology · doi:10.15252/msb.202211501 · Cited by 44 · see citing works
Self-citationFuentes-Santiago, V., Vazquez, I. V., Vital‐Jácome, M., Zavala‐Méndez, M., Razo‐Flores, E., & Carrillo‐Reyes, J. (2023) · Journal of environmental chemical engineering · doi:10.1016/j.jece.2023.110302 · Cited by 43 · see citing works
Zeng, X., Jia, H., Zhang, X., Wang, X., Wang, Z., Gao, Z., Yuan, Y., & Yue, T. (2021) · Food & Function · doi:10.1039/d1fo01729b · Cited by 42 · see citing works
Glycolytic flux-signaling controls mouse embryo mesoderm development
Miyazawa, H., Snaebjornsson, M. T., Prior, N., Kafkia, E., Hammarén, H. M., Tsuchida-Straeten, N., Patil, K. R., Beck, M., & Aulehla, A. (2022) · eLife · doi:10.7554/elife.83299 · Cited by 41 · see citing works
Self-citationGuillen, M. N., Rosener, B., Sayin, S., & Mitchell, A. (2021) · Cell Systems · doi:10.1016/j.cels.2021.08.002 · Cited by 41 · see citing works
Plant pathogenesis: Toward multidimensional understanding of the microbiome
Lv, T., Zhan, C., Pan, Q., Xu, H., Fang, H., Wang, M., & Matsumoto, H. (2023) · iMeta · doi:10.1002/imt2.129 · Cited by 42 · see citing works
Kefir: a fermented plethora of symbiotic microbiome and health
Tingirikari, J. M. R., Sharma, A., & Lee, H. (2024) · Journal of Ethnic Foods · doi:10.1186/s42779-024-00252-4 · Cited by 41 · see citing works
You, L., Jin, H., Kwok, L., Lv, R., Zhao, Z., Bilige, M., Sun, Z., Liu, W., & Zhang, H. (2023) · 中国科学通报:英文版 · doi:10.1016/j.scib.2023.09.001 · Cited by 40 · see citing works
Bacterial quorum sensing orchestrates longitudinal interactions to shape microbiota assembly
Su, Y., Xu, M.-Y., Cui, Y., Chen, R.-Z., Xie, L.-X., Zhang, J., Chen, Y.-Q., & Ding, T. (2023) · Microbiome · doi:10.1186/s40168-023-01699-4 · Cited by 39 · see citing works
Novel fermentations integrate traditional practice and rational design of fermented-food microbiomes
Arrigan, D., Kothe, C. I., Oliverio, A., Evans, J. D., & Wolfe, B. E. (2024) · Current Biology · doi:10.1016/j.cub.2024.09.047 · Cited by 37 · see citing works
Li, Y., Qin, X., Zeng, X., She, M., Chen, L., Lu, J., Han, Y., Yang, F., Tu, H., Du, H., et al. (2025) · Chemical Engineering Journal · doi:10.1016/j.cej.2025.161049 · Cited by 38 · see citing works
Distinct N and C Cross-Feeding Networks in a Synthetic Mouse Gut Consortium
Escriva, P. P., Fuhrer, T., & Sauer, U. (2022) · mSystems · doi:10.1128/msystems.01484-21 · Cited by 35 · see citing works
Self-citationSun, H. L., Chai, L., Fang, G.-Y., Lu, Z., Zhang, X., Wang, S., Shen, C., Shi, J., & Xu, Z. (2022) · Applied and Environmental Microbiology · doi:10.1128/aem.00484-22 · Cited by 35 · see citing works
Acidity drives volatile metabolites in the spontaneous fermentation of sesame flavor-type baijiu
Ji, X., Yu, X., Zhang, L., Wu, Q., Chen, F., Guo, F., & Xu, Y. (2023) · International Journal of Food Microbiology · doi:10.1016/j.ijfoodmicro.2023.110101 · Cited by 35 · see citing works
The complex world of kefir: Structural insights and symbiotic relationships
Cheng, T., Zhang, T., Zhang, P., He, X., Sadiq, F. A., Li, J., Sang, Y., & Gao, J. (2024) · Comprehensive Reviews in Food Science and Food Safety · doi:10.1111/1541-4337.13364 · Cited by 35 · see citing works
A framework for understanding collective microbiome metabolism
Huelsmann, M., Schubert, O. T., & Ackermann, M. (2024) · Nature Microbiology · doi:10.1038/s41564-024-01850-3 · Cited by 35 · see citing works
Oshiro, M., Tanaka, M., Momoda, R., Zendo, T., & Nakayama, J. (2021) · Microbiology Spectrum · doi:10.1128/spectrum.00662-21 · Cited by 35 · see citing works
Metagenomic features of Tibetan kefir grains and its metabolomics analysis during fermentation
Cui, Y., Wang, X., Yue, Y., Du, G., Chen, H., Ning, M., Yuan, Y., & Yue, T. (2023) · LWT · doi:10.1016/j.lwt.2023.114502 · Cited by 34 · see citing works
Raw milk kefir: microbiota, bioactive peptides, and immune modulation
Baars, T., van Esch, B. C. A. M., van Ooijen, L., Zhang, Z., Dekker, P. M., Boeren, S. A., Diks, M. A. P., Garssen, J., Hettinga, K. A., & Kort, R. (2023) · Food & Function · doi:10.1039/d2fo03248a · Cited by 34 · see citing works
Connecting microbial community assembly and function
Bittleston, L. S. (2024) · Current Opinion in Microbiology · doi:10.1016/j.mib.2024.102512 · Cited by 34 · see citing works
Moving from genome-scale to community-scale metabolic models for the human gut microbiome
Quinn-Bohmann, N., Carr, A. V., Diener, C., & Gibbons, S. M. (2025) · Nature Microbiology · doi:10.1038/s41564-025-01972-2 · Cited by 36 · see citing works
Szabo, R. E., Pontrelli, S., Grilli, J., Schwartzman, J. A., Pollak, S., Sauer, U., & Cordero, O. X. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2117748119 · Cited by 32 · see citing works
Self-citationMicron-scale biogeography reveals conservative intra anammox bacteria spatial co-associations
Chen, L., Zhao, B., Palomo, A., Sun, Y., Cheng, Z., Zhang, M., & Xia, Y. (2022) · Water Research · doi:10.1016/j.watres.2022.118640 · Cited by 33 · see citing works
A systematic, complexity-reduction approach to dissect the kombucha tea microbiome
Huang, X., Xin, Y., & Lu, T. (2022) · eLife · doi:10.7554/elife.76401 · Cited by 33 · see citing works
Niu, C., Xing, X., Wang, Y., Li, X., Zheng, F., Liu, C., Wang, J., & Li, Q. (2023) · Food Research International · doi:10.1016/j.foodres.2023.113554 · Cited by 32 · see citing works
Hu, S., Xu, C., Xie, Y., Ma, L., Niu, Q., Han, G., & Huang, J. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.168723 · Cited by 33 · see citing works
Cell shape affects bacterial colony growth under physical confinement
Sreepadmanabh, M., Ganesh, M., Sanjenbam, P., Kurzthaler, C., Agashe, D., & Bhattacharjee, T. (2024) · Nature Communications · doi:10.1038/s41467-024-53989-6 · Cited by 31 · see citing works
Boruta, T., Ścigaczewska, A., & Bizukojć, M. (2021) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2021.713639 · Cited by 31 · see citing works
An ensemble approach to the structure-function problem in microbial communities
Gopalakrishnappa, C., Gowda, K., Prabhakara, K., & Kuehn, S. (2022) · iScience · doi:10.1016/j.isci.2022.103761 · Cited by 32 · see citing works
Henriksen, N. N. S. E., Hansen, M. F., Kiesewalter, H. T., Russel, J., Nesme, J., Foster, K. R., Svensson, B., Øregaard, G., Herschend, J., & Burmølle, M. (2022) · npj Biofilms and Microbiomes · doi:10.1038/s41522-022-00323-x · Cited by 30 · see citing works
Zhao, S., Niu, C., Wang, Y., Zan, Y., Zheng, F., Liu, C., Wang, J., & Li, Q. (2023) · Applied and Environmental Microbiology · doi:10.1128/aem.00621-23 · Cited by 30 · see citing works
Use and limitations of genome-scale metabolic models in food microbiology
Somerville, V., Grigaitis, P., Battjes, J., Moro, F., & Teusink, B. (2021) · Current Opinion in Food Science · doi:10.1016/j.cofs.2021.12.010 · Cited by 30 · see citing works
Self-citationVolatile organic compounds mediated endogenous microbial interactions in Chinese baijiu fermentation
Hao, H., Yan, R., Miao, Z., Wang, B., Sun, J., & Sun, B. (2022) · International Journal of Food Microbiology · doi:10.1016/j.ijfoodmicro.2022.109955 · Cited by 29 · see citing works
Metagenomic analysis and antibacterial activity of kefir microorganisms
González‐Orozco, B. D., García‐Cano, I., Escobar‐Zepeda, A., Jiménez‐Flores, R., & Alvárez, V. B. (2023) · Journal of Food Science · doi:10.1111/1750-3841.16614 · Cited by 29 · see citing works
Synthetic microbial ecology: engineering habitats for modular consortia
Chen, Y. C., Destouches, L., Cook, A., & Fedorec, A. J. H. (2024) · Journal of Applied Microbiology · doi:10.1093/jambio/lxae158 · Cited by 29 · see citing works
Spatial structure: shaping the ecology and evolution of microbial communities
Bäcker, M., Doekes, H. M., Garza, D. R., Meijer, J., van Vliet, S., Allen, R. J., Hogeweg, P., Dutilh, B. E., & van Dijk, B. (2026) · FEMS Microbiology Reviews · doi:10.1093/femsre/fuaf067 · Cited by 30 · see citing works
Predicting the effect of climatic factors on diversity of flavor compounds in Daqu fermentation
Liang, F., Ban, S., Huang, H., Che, F., Wu, Q., & Xu, Y. (2022) · LWT · doi:10.1016/j.lwt.2022.113984 · Cited by 29 · see citing works
Walsh, L. H., Coakley, M., Walsh, A. M., Crispie, F., O’Toole, P. W., & Cotter, P. D. (2023) · iScience · doi:10.1016/j.isci.2023.108004 · Cited by 29 · see citing works
- Authors
- Blasche, S., Kim, Y., Mars, R. A. T., Machado, D., Maansson, M., Kafkia, E., Milanese, A., Zeller, G., Teusink, B., Nielsen, J., Benes, V., Neves, R., Sauer, U., & Patil, K. R.
- Affiliations
- European Molecular Biology Laboratory (DE)
- ETH Zurich (CH)
- Chr. Hansen (Denmark) (DK)
- University of Cambridge (GB)
- Vrije Universiteit Amsterdam (NL)
- Chalmers University of Technology (SE)
- Corresponding author
- Patil, Kiran Raosaheb
- ORCID
- Venue
- Nature Microbiology
- Published
- 2021-01-04
- Volume
- 6
- Issue
- 2
- Pages
- 196-208
- ISSN
- 2058-5276 (ISSN-L)
- PMC
- PMC7610452
- OpenAlex
- W3120785972
- Cited by
- 328
- References
- 73
- Citations by year
- 2026: 73 · 2025: 59 · 2024: 65 · 2023: 55 · 2022: 46 · 2021: 30
- FWCI
- 29.58
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Nature Microbiology (publishedVersion)
- PubMed (publishedVersion)
- VU Research Portal (publishedVersion)
- PubMed Central (acceptedVersion)
- Chalmers Research (Chalmers University of Technology) (submittedVersion)
- Apollo (University of Cambridge) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Apollo
- Funders
- Bundesministerium für Bildung und Forschung (031A601B)
- Innovationsfonden (6150-00033A)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Food Science › Probiotics and Fermented Foods
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Life Sciences › Agricultural and Biological Sciences › Food Science › Fermentation and Sensory Analysis
- Keywords
- kefir, microbial coexistence, metabolic cooperation, resource partitioning, kefir grains, lactic acid bacteria, acetic acid bacteria, Saccharomycetaceae, dairy fermentation, interspecies interactions, metabolite dynamics, species co-occurrence
- MeSH terms
- Kefir, Bacteria, Saccharomycetales, Fermentation, Phylogeny, Acetic Acid, Lactic Acid, Metabolomics, Microbial Interactions, Microbiota
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review