Waldron, Levi

Metagenomic biomarker discovery and explanation

Segata, N., Izard, J., Waldron, L., Gevers, D., Miropolsky, L., Garrett, W. S., & Huttenhower, C. (2011) · Genome Biology

Genomics and Phylogenetic StudiesGut microbiota and health

Cited by 16,192

Multivariable association discovery in population-scale meta-omics studies

Mallick, H., Rahnavard, A., McIver, L. J., Ma, S., Zhang, Y., Nguyen, L. H., Tickle, T. L., Weingart, G., Ren, B., Schwager, E. H., et al. (2021) · PLOS Computational Biology

Gut microbiota and healthOral microbiology and periodontitis research

Cited by 2,596

Metagenomic microbial community profiling using unique clade-specific marker genes

Segata, N., Waldron, L., Ballarini, A., Narasimhan, V., Jousson, O., & Huttenhower, C. (2012) · Nature Methods

Genomics and Phylogenetic StudiesGut microbiota and health

Cited by 1,776

Meta-analysis of fecal metagenomes reveals global microbial signatures that are specific for colorectal cancer

Wirbel, J., Pyl, P. T., Kartal, E., Zych, K., Kashani, A., Milanese, A., Fleck, J. S., Voigt, A. Y., Palleja, A., Ponnudurai, R., et al. (2019) · Nature Medicine

Gut microbiota and healthClostridium difficile and Clostridium perfringens research

Cited by 1,373

Composition of the adult digestive tract bacterial microbiome based on seven mouth surfaces, tonsils, throat and stool samples

Segata, N., Haake, S. K., Mannon, P., Lemon, K. P., Waldron, L., Gevers, D., Huttenhower, C., & Izard, J. (2012) · Genome Biology

Gut microbiota and healthOral microbiology and periodontitis research

Cited by 1,076

Metagenomic analysis of colorectal cancer datasets identifies cross-cohort microbial diagnostic signatures and a link with choline degradation

Thomas, A. M., Manghi, P., Asnicar, F., Pasolli, E., Armanini, F., Zolfo, M., Beghini, F., Manara, S., Karcher, N., Pozzi, C., et al. (2019) · Nature Medicine

Gut microbiota and healthOral microbiology and periodontitis research

Cited by 1,030

Microbiome connections with host metabolism and habitual diet from 1,098 deeply phenotyped individuals

Asnicar, F., Berry, S. E., Valdes, A. M., Nguyen, L. H., Piccinno, G., Drew, D. A., Leeming, E., Gibson, R., Le Roy, C., Khatib, H. A., et al. (2021) · Nature Medicine

Gut microbiota and healthNutrition, Genetics, and Disease

Cited by 995

Orchestrating single-cell analysis with Bioconductor

Amezquita, R. A., Lun, A. T. L., Becht, E., Carey, V. J., Carpp, L. N., Geistlinger, L., Marini, F., Rue-Albrecht, K., Risso, D., Soneson, C., et al. (2020) · Nature Methods

Single-cell and spatial transcriptomicsGenomics and Phylogenetic Studies

Cited by 945

Machine Learning Meta-analysis of Large Metagenomic Datasets: Tools and Biological Insights

Pasolli, E., Truong, D. T., Malik, F., Waldron, L., & Segata, N. (2016) · PLOS Computational Biology

Gut microbiota and healthOral microbiology and periodontitis research

Cited by 659

Transparency and reproducibility in artificial intelligence

Haibe-Kains, B., Adam, G. A., Hosny, A., Khodakarami, F., Massive Analysis Quality Control (MAQC) Society Board of Directors, Shraddha, T., Kusko, R., Sansone, S.-A., Tong, W., Wolfinger, R. D., et al. (2020) · Nature

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 540

Accessible, curated metagenomic data through ExperimentHub

Pasolli, E., Schiffer, L., Manghi, P., Renson, A., Obenchain, V., Truong, D. T., Beghini, F., Malik, F., Ramos, M., Dowd, J. B., et al. (2017) · Nature Methods

Genomics and Phylogenetic StudiesResearch Data Management Practices

Cited by 514

A Guide to Enterotypes across the Human Body: Meta-Analysis of Microbial Community Structures in Human Microbiome Datasets

Koren, O., Knights, D., Gonzalez, A., Waldron, L., Segata, N., Knight, R., Huttenhower, C., & Ley, R. E. (2013) · PLoS Computational Biology

Gut microbiota and healthMicrobial Community Ecology and Physiology

Cited by 508

Cross-cohort gut microbiome associations with immune checkpoint inhibitor response in advanced melanoma

Lee, K. A., Thomas, A. M., Bolte, L. A., Björk, J. R., de Ruijter, L. K., Armanini, F., Asnicar, F., Blanco-Miguez, A., Board, R., Calbet-Llopart, N., et al. (2022) · Nature Medicine

Cancer Immunotherapy and BiomarkersGut microbiota and health

Cited by 464

Racial/ethnic disparities in genomic sequencing

Spratt, D. E., Chan, T., Waldron, L., Speers, C., Feng, F. Y., Ogunwobi, O. O., & Osborne, J. R. (2016) · JAMA Oncology

Cancer Genomics and DiagnosticsRace, Genetics, and Society

Cited by 375

Longitudinal gut microbiome changes in immune checkpoint blockade-treated advanced melanoma

Björk, J. R., Bolte, L. A., Maltez Thomas, A., Lee, K. A., Rossi, N., Wind, T. T., Smit, L. M., Armanini, F., Asnicar, F., Blanco-Miguez, A., et al. (2024) · Nature Medicine

Gut microbiota and healthCancer Immunotherapy and Biomarkers

Cited by 156

CellMapper: rapid and accurate inference of gene expression in difficult-to-isolate cell types

Nelms, B. D., Waldron, L., Barrera, L. A., Weflen, A. W., Goettel, J. A., Guo, G., Montgomery, R. K., Neutra, M. R., Breault, D. T., Snapper, S. B., et al. (2016) · Genome biology

Gene expression and cancer classificationSingle-cell and spatial transcriptomics

Cited by 24