David van Dijk, PhD

• Adam Williams
• Akiko Iwasaki
• Albert C Shaw
• Albert Ko
• Anne Eichmann
• Anne Wyllie
• Antonio Giraldez
• Arya Mani
• Chantal Vogels
• Charles Dela Cruz
• Craig B. Wilen
• David A. Hafler
• Edward J Miller
• Ellen F Foxman
• Eric Velazquez
• Evangelos Oikonomou
• Helen Parise
• Hongyu Zhao
• John Fournier
• Karen Hirschi
• Kevan Herold
• Khadir Raddassi
• Laura Niklason
• Le Zhang
• Lokesh Kumar Sharma
• Naftali Kaminski
• Nathan Grubaugh
• Richard Pierce
• Rohan Khera
• Ruth R Montgomery
• Serena Spudich
• Shelli Farhadian
• Sidi Chen
• Smita Krishnaswamy
• Stephanie Eisenbarth
• Steven Kleinstein
• Subhasis Mohanty
• Tamas Horvath
• Tomokazu S Sumida
• Xiting Yan
• Ya-Chi Ho
• Yuki Yasumoto
• Zuoheng Anita Wang

Neurosciences; Computational Biology; Single-Cell Analysis; Machine Learning; Deep Learning

• A phenomapping-derived tool to personalize the selection of anatomical vs. functional testing in evaluating chest pain (ASSIST).Oikonomou EK, Van Dijk D, Parise H, Suchard MA, de Lemos J, Antoniades C, Velazquez EJ, Miller EJ, Khera R. A phenomapping-derived tool to personalize the selection of anatomical vs. functional testing in evaluating chest pain (ASSIST). European Heart Journal 2021, 42: 2536-2548. PMID: 33881513, PMCID: PMC8488385, DOI: 10.1093/eurheartj/ehab223.
• Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium identifies target cells, alterations in gene expression, and cell state changes.Ravindra NG, Alfajaro MM, Gasque V, Huston NC, Wan H, Szigeti-Buck K, Yasumoto Y, Greaney AM, Habet V, Chow RD, Chen JS, Wei J, Filler RB, Wang B, Wang G, Niklason LE, Montgomery RR, Eisenbarth SC, Chen S, Williams A, Iwasaki A, Horvath TL, Foxman EF, Pierce RW, Pyle AM, van Dijk D, Wilen CB. Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium identifies target cells, alterations in gene expression, and cell state changes. PLoS Biology 2021, 19: e3001143. PMID: 33730024, PMCID: PMC8007021, DOI: 10.1371/journal.pbio.3001143.
• Quantifying the effect of experimental perturbations at single-cell resolution.Burkhardt DB, Stanley JS, Tong A, Perdigoto AL, Gigante SA, Herold KC, Wolf G, Giraldez AJ, van Dijk D, Krishnaswamy S. Quantifying the effect of experimental perturbations at single-cell resolution. Nature Biotechnology 2021, 39: 619-629. PMID: 33558698, PMCID: PMC8122059, DOI: 10.1038/s41587-020-00803-5.
• TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics.Tong A, Huang J, Wolf G, van Dijk D, Krishnaswamy S. TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics. Proceedings Of Machine Learning Research 2020, 119: 9526-9536. PMID: 34337419, PMCID: PMC8320749.
• Transcriptomic and clonal characterization of T cells in the human central nervous system.Pappalardo JL, Zhang L, Pecsok MK, Perlman K, Zografou C, Raddassi K, Abulaban A, Krishnaswamy S, Antel J, van Dijk D, Hafler DA. Transcriptomic and clonal characterization of T cells in the human central nervous system. Science Immunology 2020, 5 PMID: 32948672, PMCID: PMC8567322, DOI: 10.1126/sciimmunol.abb8786.
• Visualizing structure and transitions in high-dimensional biological data.Moon KR, van Dijk D, Wang Z, Gigante S, Burkhardt DB, Chen WS, Yim K, Elzen AVD, Hirn MJ, Coifman RR, Ivanova NB, Wolf G, Krishnaswamy S. Visualizing structure and transitions in high-dimensional biological data. Nature Biotechnology 2019, 37: 1482-1492. PMID: 31796933, PMCID: PMC7073148, DOI: 10.1038/s41587-019-0336-3.
• Single-cell multi-omics reveals dyssynchrony of the innate and adaptive immune system in progressive COVID-19.Unterman A, Sumida TS, Nouri N, Yan X, Zhao AY, Gasque V, Schupp JC, Asashima H, Liu Y, Cosme C, Deng W, Chen M, Raredon MSB, Hoehn KB, Wang G, Wang Z, DeIuliis G, Ravindra NG, Li N, Castaldi C, Wong P, Fournier J, Bermejo S, Sharma L, Casanovas-Massana A, Vogels CBF, Wyllie AL, Grubaugh ND, Melillo A, Meng H, Stein Y, Minasyan M, Mohanty S, Ruff WE, Cohen I, Raddassi K, Niklason LE, Ko AI, Montgomery RR, Farhadian SF, Iwasaki A, Shaw AC, van Dijk D, Zhao H, Kleinstein SH, Hafler DA, Kaminski N, Dela Cruz CS. Single-cell multi-omics reveals dyssynchrony of the innate and adaptive immune system in progressive COVID-19. Nature Communications 2022, 13: 440. PMID: 35064122, PMCID: PMC8782894, DOI: 10.1038/s41467-021-27716-4.
• Prdm6 controls heart development by regulating neural crest cell differentiation and migration.Hong L, Li N, Gasque V, Mehta S, Ye L, Wu Y, Li J, Gewies A, Ruland J, Hirschi KK, Eichmann A, Hendry C, van Dijk D, Mani A. Prdm6 controls heart development by regulating neural crest cell differentiation and migration. JCI Insight 2022, 7 PMID: 35108221, PMCID: PMC8876496, DOI: 10.1172/jci.insight.156046.
• Single-cell multiomics reveals persistence of HIV-1 in expanded cytotoxic T cell clones.Collora JA, Liu R, Pinto-Santini D, Ravindra N, Ganoza C, Lama JR, Alfaro R, Chiarella J, Spudich S, Mounzer K, Tebas P, Montaner LJ, van Dijk D, Duerr A, Ho YC. Single-cell multiomics reveals persistence of HIV-1 in expanded cytotoxic T cell clones. Immunity 2022 PMID: 35320704, DOI: 10.1016/j.immuni.2022.03.004.