Scientific Director, Applied Bioinformatics Laboratories
Professor, Department of Biochemistry and Molecular Pharmacology
Our research revolves around studying dynamic systems including tumorigenesis, host-pathogen interactions, and embryonic development through the lens of global gene expression. Our research accomplishments include providing molecular evidence that embryogenesis is punctuated (rather than gradual) and that ventral enclosure is the nematode phylotypic stage (Dev. Cell 2012). We proposed that endoderm was the first germ layer to evolve (Nature, 2015). Studying species from ten animal phyla we revealed a universal ‘mid-developmental transition’ during embryogenesis (Nature, 2016). We showed that developmental constraints underpin the phylotypic stage in nematodes (Nature Ecology and Evolution, 2017). In 2012, my lab published CEL-Seq, one of the first methods for single-cell RNA-Seq, and one that has been recognized as the most sensitive and robust. We recently published CEL-Seq2, a significant improvement. We also published the first integration of spatial transcriptomics with single-cell technology to create a tumor map (Nature Biotechnology, 2020). As a postdoc, I reported a relationship between gene duplication and alternative splicing (Nature Genetics, 2005) and my lab further revealed that a gene’s length and expression level together control its fate of either accumulating splice variants or multiplying by gene duplication (Genome Research 2014). We revealed a catalog of cancer cell states that recur across tumor types and form specific interactions with the tumor microenvironment (Nature Genetics, 2022). Also, we recently discovered a mechanism – ‘transcriptional scanning’ – to explain the widespread gene expression present in the testis by reducing the germline mutation rate while enabling a select set of genes to diverge faster over evolutionary time-scales (Cell, 2020).
Scientific Director, Applied Bioinformatics Laboratories
PhD from Boston University
Trends in cancer. 2024 Oct; 10(10):880-892
Nature. 2024 Jul; 631(8022):876-883
Cell. 2024 Jun 06; 187(12):2907-2918
bioRxiv : the preprint server for biology. 2024 May 30;
Cancer cell. 2024 Mar 11; 42(3):413-428.e7
Nature. 2024 Feb; 626(7999):661-669
Nature. 2024 Feb; 626(8001):1042-1048