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.

Reliable Analysis of Clinical Tumor-Only Whole-Exome Sequencing Data.
Authors: Oh S, Geistlinger L, Ramos M, Morgan M, Waldron L, Riester M.
JCO Clin Cancer Inform
View full abstract on Pubmed
Publisher Correction: Orchestrating single-cell analysis with Bioconductor.
Authors: Amezquita RA, Lun ATL, Becht E, Carey VJ, Carpp LN, Geistlinger L, Marini F, Rue-Albrecht K, Risso D, Soneson C, Waldron L, Pagès H, Smith ML, Huber W, Morgan M, Gottardo R, Hicks SC.
Nat Methods
View full abstract on Pubmed
CNVRanger: association analysis of CNVs with gene expression and quantitative phenotypes.
Authors: da Silva V, Ramos M, Groenen M, Crooijmans R, Johansson A, Regitano L, Coutinho L, Zimmer R, Waldron L, Geistlinger L.
Bioinformatics
View full abstract on Pubmed
Orchestrating single-cell analysis with Bioconductor.
Authors: Amezquita RA, Lun ATL, Becht E, Carey VJ, Carpp LN, Geistlinger L, Marini F, Rue-Albrecht K, Risso D, Soneson C, Waldron L, Pagès H, Smith ML, Huber W, Morgan M, Gottardo R, Hicks SC.
Nat Methods
View full abstract on Pubmed
Tobacco exposure associated with oral microbiota oxygen utilization in the New York City Health and Nutrition Examination Study.
Authors: Beghini F, Renson A, Zolnik CP, Geistlinger L, Usyk M, Moody TU, Thorpe L, Dowd JB, Burk R, Segata N, Jones HE, Waldron L.
Ann Epidemiol
View full abstract on Pubmed
HMP16SData: Efficient Access to the Human Microbiome Project Through Bioconductor.
Authors: Schiffer L, Azhar R, Shepherd L, Ramos M, Geistlinger L, Huttenhower C, Dowd JB, Segata N, Waldron L.
Am J Epidemiol
View full abstract on Pubmed
Waldron et al. Reply to "Commentary on the HMP16SData Bioconductor Package".
Authors: Waldron L, Schiffer L, Azhar R, Ramos M, Geistlinger L, Segata N.
Am J Epidemiol
View full abstract on Pubmed
Detection of Co-expressed Pathway Modules Associated With Mineral Concentration and Meat Quality in Nelore Cattle.
Authors: Diniz WJS, Mazzoni G, Coutinho LL, Banerjee P, Geistlinger L, Cesar ASM, Bertolini F, Afonso J, de Oliveira PSN, Tizioto PC, Kadarmideen HN, Regitano LCA.
Front Genet
View full abstract on Pubmed
Consensus on Molecular Subtypes of High-Grade Serous Ovarian Carcinoma.
Authors: Chen GM, Kannan L, Geistlinger L, Kofia V, Safikhani Z, Gendoo DMA, Parmigiani G, Birrer M, Haibe-Kains B, Waldron L.
Clin Cancer Res
View full abstract on Pubmed
A comprehensive manually-curated compendium of bovine transcription factors.
Authors: de Souza MM, Zerlotini A, Geistlinger L, Tizioto PC, Taylor JF, Rocha MIP, Diniz WJS, Coutinho LL, Regitano LCA.
Sci Rep
View full abstract on Pubmed