Postdoc @Sangerinstitute @Cambridge_Uni. Somatic evolution of normal aging/pre-cancer. BS bio&math @PKU1898

Joined January 2021
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Pinned Tweet
Our latest work about the landscape of somatic mutations in human small intestine epithelium and APOBEC mutagenesis is online @NatureGenet and it’s open access! go.nature.com/3j4li2e

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21 Mar 2025
🚨 We’re #hiring a Staff Scientist to drive innovative computational workflows for large-scale, multi-omics data in human microbiome research @LawleyLab @sangerinstitute 📅 Closing date: 27th April 2025 📢 Please share & apply! sanger.wd103.myworkdayjobs.c…

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The stomach is an organ unique in its function, environment and exposures. How does this affect the mutations that normal cells in the stomach acquire? What does this reveal about the origins of stomach cancer? These questions and more in our Nature paper: nature.com/articles/s41586-0…
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19 Feb 2025
We trained a genomic language model on all observed evolution, which we are calling Evo 2. The model achieves an unprecedented breadth in capabilities, enabling prediction and design tasks from molecular to genome scale and across all three domains of life.
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I’ve opened two more positions in my lab for both junior and senior RAs—no PhD required. 🌟 Spread the word! 🔬 Dry Lab: aprecruit.ucsf.edu/JPF05334 💧 Wet Lab: aprecruit.ucsf.edu/JPF05332 Thanks for sharing!

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Very happy and excited to announce that I'll be starting my own research group at @emblebi! The group will focus on lineage tracing, somatic evolution and the origins of cancer. Interested in doing a postdoc in the group or know someone who is? Please reach out!
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Peter Campbell leaves the Sanger Institute at the end of the year to become Quotient's CSO. A mentor and one of my favourite scientists. His foundational, profound and creative contributions to cancer genomics and somatic evolution have truly shaped those fields. [1/7]
Academic co-founder, Peter Campbell, Ph.D., is joining the Quotient team as CSO. We look forward to advancing the first ever #SomaticGenomics platform under his leadership. Read more: bit.ly/3YBCkqS
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🚨𝐇𝐞 𝐋𝐚𝐛 job opportunity @UCSF 🚨: I'm hiring TWO postdocs - an experimentalist and a computational biologist. Join us to use cutting-edge single-cell and spatial technologies to unravel the mysteries of human tissues. opportunities.ucsf.edu/conte…
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Very excited to share our latest preprint on somatic mutations in the normal stomach. We found many surprises, incl. hypermutant glands, recurrent somatic trisomies and a unique landscape of driver mutations. Thread below! biorxiv.org/content/10.1101/…
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Excited to share iStar, which was just published in @NatureBiotech By leveraging high-resolution histology image information, iStar can increase the spatial resolution of sequencing-based ST platform such as Visium @10xGenomics to near single-cell level. x.com/NatureBiotech/status/1…

Inferring super-resolution tissue architecture by integrating spatial transcriptomics with histology go.nature.com/47m0Mgk
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It’s my great pleasure to be able to contribute to this wonderful collaborative project published on @CancerCell , in which we investigated the genomic alternations in early and late-stage precancerous lesions of esophageal squamous cell carcinomas. sciencedirect.com/science/ar…
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Huge thanks to my amazing collaborators @HuazhongUST @PKU1898 and CICAMS, especially Chen Wu, Jiang Chang, Dongxin Lin and Xuan Zhao!
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23 Oct 2023
🔬My sc/spatial genomics lab (Launch at #Stanford on Dec. 16) is seeking experimental RAs & post-docs in genomics & dev bio. Come to work with me and a vibrant team of sys biologists, ML experts, etc. to push the boundaries of gene regulation of development & disease. #HiringNow
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excited to announce our new paper in @CellCellPress on ARC-well by @KaileWang @TapsiKS, on a new single cell DNA-seq nanowell method that we applied to study DCIS and recurrences, revealing an evolutionary bottleneck during progression @MDAndersonNews sciencedirect.com/science/ar…

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Two exciting method papers in @NatureGenet by Olivier Delaneau and team reporting * A new tool (GLIMPSE2) to impute genetic variants accurately from low-coverage sequencing data * A new tool (SHAPEIT5) to phase rare variants to identify compound heterozygotes My favourite is the identification of the compound heterozygotes in the UK Biobank. Identifying human knockouts is one of the main goals of large-scale sequencing efforts. The knowledge that humans can lead a normal life without a particular gene is precious for drug development as it informs that it is safe to inhibit that drug (elifesciences.org/articles/5…). A human is considered a "knockout" when carrying a loss of function variant (pLOF) in both copies (maternal and paternal) of a gene. It can be the same variant that knocks out both gene copies (homozygous) or different variants (compound heterozygous). Identifying homozygotes is straightforward but identifying compound hets is tricky as we need to confirm that the two pLOFs are sitting on independent haplotypes, which requires accurate phasing. Here the authors found that 0.22% of the UK Biobank participants are compound hets for at least one gene. The authors have provided a table--a valuable resource for drug companies--of 549 genes for which at least one compound het is found in the UK Biobank, thus adding to the repertoire of genes that humans can live without. On a side note, there is a related paper from deCODE published recently (nature.com/articles/s41467-0…). Will post a separate thread on that soon. Congrats Olivier (my new colleague) and team on these great papers.
So excited to share our recent work! 🎉 Just released 2 innovative tools in Nature Genetics: nature.com/articles/s41588-0… nature.com/articles/s41588-0… Huge applause to my great team of brilliant researchers who made this possible! Stay tuned for deeper insights.
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Posting my short talk earlier today on Cancer Mutational Signatures for a joint NIEHS-NCI workshop lectures.gersteinlab.org/sum…
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Didn’t know about this episode. Must watch it. The whole human genome sequence would require way more pages. From start to end it would fill a whole shelve with 30 books, see wellcomecollection.org/artic…

This is the best video to introduce a computational biology course. There will never be a better one x.com/fan_of_gpu/status/1673…
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June really appears to be my lucky month - our new preprint is out on @researchsquare! 😍 Together with @doctor_msc, @andrewrjlawson and many others we looked into the life history of mitochondria in the human haematopoietic system researchsquare.com/article/r…. [1/x]
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