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.

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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RaggedExperiment: the missing link between genomic ranges and matrices in Bioconductor.
Authors: Ramos M, Morgan M, Geistlinger L, Carey VJ, Waldron L.
Bioinformatics
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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, Ono N, Wang G, Sanmarco L, Quintana FJ, Anderson AC, Kuchroo VK, Moffitt JR, Nowarski R.
bioRxiv
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BioPlexR and BioPlexPy: integrated data products for the analysis of human protein interactions.
Authors: Geistlinger L, Vargas R, Lee T, Pan J, Huttlin EL, Gentleman R.
Bioinformatics
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GenomicSuperSignature facilitates interpretation of RNA-seq experiments through robust, efficient comparison to public databases.
Authors: Oh S, Geistlinger L, Ramos M, Blankenberg D, van den Beek M, Taroni JN, Carey VJ, Greene CS, Waldron L, Davis S.
Nat Commun
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