Ludwig Geistlinger headshot

Ludwig Geistlinger, PhD

Director of Computational Biology, Core for Computational Biomedicine

Ludwig Geistlinger is the Director of Computational Biology at the Core for Computational Biomedicine, where he is leading a team of data scientists and software engineers in its mission to support the broad use of leading-edge computational and analytic methods at Harvard Medical School.

Dr. Geistlinger received a PhD in bioinformatics from the University of Munich, Germany, focusing on network-based analysis of gene expression data. He then completed a post-doctoral fellowship at the University of São Paulo, Brazil, where he analyzed the effects of structural genome variation on gene expression. He then held a post-doctoral research position in the lab of Levi Waldron at the School of Public Health of the City University of New York, where he developed integrative and scalable solutions for cancer genomics in R/Bioconductor.

Dr. Geistlinger is a long-term contributor to the Bioconductor project and a member of Bioconductor’s Technical Advisory Board. He is a co-author and co-maintainer of the “Orchestrating single-cell analysis with Bioconductor” (OSCA) paper and online book, which serves as an analysis template for many single-cell gene expression studies. He has served as an instructor of several genomic data science workshops at Harvard and other renowned research institutions and hospitals in Germany and the US, which have been completed by hundreds of participants.

Dr. Geistlinger's research interests are in computational biology and biostatistics, with applications in single-cell and spatial omics data analysis, gene set and network enrichment analysis, copy number variation analysis, human microbiome analysis, and multi-omic analysis in the cancer genomics field.

Learning and teaching biological data science in the Bioconductor community.
Authors: Drnevich J, Tan FJ, Almeida-Silva F, Castelo R, Culhane AC, Davis S, Doyle MA, Geistlinger L, Ghazi AR, Holmes S, Lahti L, Mahmoud A, Nishida K, Ramos M, Rue-Albrecht K, Shih DJH, Gatto L, Soneson C.
PLoS Comput Biol
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Learning and teaching biological data science in the Bioconductor community.
Authors: Drnevich J, Tan FJ, Almeida-Silva F, Castelo R, Culhane AC, Davis S, Doyle MA, Geistlinger L, Ghazi AR, Holmes S, Lahti L, Mahmoud A, Nishida K, Ramos M, Rue-Albrecht K, Shih DJ, Gatto L, Soneson C.
ArXiv
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Spatial transcriptomics of healthy and fibrotic human liver at single-cell resolution.
Authors: Watson BR, Paul B, Rahman RU, Amir-Zilberstein L, Segerstolpe Å, Epstein ET, Murphy S, Geistlinger L, Lee T, Shih A, Deguine J, Xavier RJ, Moffitt JR, Mullen AC.
Nat Commun
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AlphaMissenseR: an integrated framework for investigating missense mutations in human protein-coding genes.
Authors: Nguyen TN, Lee T, Turaga N, Gentleman R, Geistlinger L, Morgan M.
Bioinform Adv
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Thyroid hormone remodels cortex to coordinate body-wide metabolism and exploration.
Authors: Hochbaum DR, Hulshof L, Urke A, Wang W, Dubinsky AC, Farnsworth HC, Hakim R, Lin S, Kleinberg G, Robertson K, Park C, Solberg A, Yang Y, Baynard C, Nadaf NM, Beron CC, Girasole AE, Chantranupong L, Cortopassi MD, Prouty S, Geistlinger L, Banks AS, Scanlan TS, Datta SR, Greenberg ME, Boulting GL, Macosko EZ, Sabatini BL.
Cell
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BugSigDB captures patterns of differential abundance across a broad range of host-associated microbial signatures.
Authors: Geistlinger L, Mirzayi C, Zohra F, Azhar R, Elsafoury S, Grieve C, Wokaty J, Gamboa-Tuz SD, Sengupta P, Hecht I, Ravikrishnan A, Gonçalves RS, Franzosa E, Raman K, Carey V, Dowd JB, Jones HE, Davis S, Segata N, Huttenhower C, Waldron L.
Nat Biotechnol
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Charting the cellular biogeography in colitis reveals fibroblast trajectories and coordinated spatial remodeling.
Authors: Cadinu P, Sivanathan KN, Misra A, Xu RJ, Mangani D, Yang E, Rone JM, Tooley K, Kye YC, Bod L, Geistlinger L, Lee T, Mertens RT, Ono N, Wang G, Sanmarco L, Quintana FJ, Anderson AC, Kuchroo VK, Moffitt JR, Nowarski R.
Cell
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Integrated annotation prioritizes metabolites with bioactivity in inflammatory bowel disease.
Authors: Bhosle A, Bae S, Zhang Y, Chun E, Avila-Pacheco J, Geistlinger L, Pishchany G, Glickman JN, Michaud M, Waldron L, Clish CB, Xavier RJ, Vlamakis H, Franzosa EA, Garrett WS, Huttenhower C.
Mol Syst Biol
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Thyroid hormone rewires cortical circuits to coordinate body-wide metabolism and exploratory drive.
Authors: Hochbaum DR, Dubinsky AC, Farnsworth HC, Hulshof L, Kleinberg G, Urke A, Wang W, Hakim R, Robertson K, Park C, Solberg A, Yang Y, Baynard C, Nadaf NM, Beron CC, Girasole AE, Chantranupong L, Cortopassi M, Prouty S, Geistlinger L, Banks A, Scanlan T, Greenberg ME, Boulting GL, Macosko EZ, Sabatini BL.
bioRxiv
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Curated single cell multimodal landmark datasets for R/Bioconductor.
Authors: Eckenrode KB, Righelli D, Ramos M, Argelaguet R, Vanderaa C, Geistlinger L, Culhane AC, Gatto L, Carey V, Morgan M, Risso D, Waldron L.
PLoS Comput Biol
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