Proteomics Lab at @Westlake_Uni

Hangzhou, China
Joined October 2020
Our new Nature article is online: An operational perturbation proteomics-based virtual cell model A step toward building predictive virtual cell models from perturbation proteomics. Read/share here: rdcu.be/k5NHx44vgMHa #VirtualCell #Proteomics #AIforScience
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🎉 The Guomics team (@guomics ) led by Prof. Tiannan Guo at Westlake University, together with collaborators, reported ProteinTalks, an operational virtual cell model based on perturbation proteomics that learns how cancer cells respond to drug treatment over time. Published in @Nature 👉 go.nature.com/4cwn4Sg ✨ ProteinTalks introduces a new approach to virtual cell modeling by using time-resolved perturbation proteomics as dynamic supervision and explicitly learning how cellular states evolve over time. This model provides an alternative methodological framework for virtual modeling. #WestlakeUniversity #WestlakeResearch #ProteinTalks #VirtualCell #AIforScience
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Six intense days, one shared question: how do we build AI Virtual Cells? Westlake AIVC Week 2026 brought together proteomics, AI, standards, spatial/single-cell technologies, and young researchers in Hangzhou. The conversation is just beginning. #AIVC #AIforScience
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Can AI take proteomics to a virtual cell? Our new perspective maps the path — from better peptide/protein ID to spatial & perturbation proteomics to AI Virtual Cells — and calls for an AI-friendly data ecosystem to get there. @guomics and Zhang lab. nature.com/articles/s41592-0…
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Visual take on our Nature Perspective: virtual yeast as testbed for building predictive, interpretable virtual cells with AI agents, multi-omics data, biological knowledge, and experimental validation. nature.com/articles/s41586-0… #VirtualCell #AIforScience #SystemsBiology #omics
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How can we build virtual cells? Using “virtual yeast” as a starting point, we outline an AI-agent framework for predictive, interpretable, and experimentally testable models of cellular behavior. nature.com/articles/s41586-0… #VirtualCell #AIforScience #SystemsBiology #Proteomics
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Latest research from the Tiannan Guo Lab at Westlake University School of Medicine, published in Nature: The team has created an anatomically resolved human proteome atlas, quantifying 13,609 proteins across 58 major tissue types and 25 carcinomas. The study features: 🧬 A spatial proteome map covering fetal, adult, adjacent non-tumor, and tumor tissues 🧬 Tissue-specific protein signatures that refine human proteome annotation 🧬 Systematic characterization of cancer-associated protein changes across multiple tumor types 🧬 Tumor-specific protein features with implications for cancer biology and therapeutic target discovery 🧬 An open-access database, ProteinTalks (db.prottalks.com), to enable proteome exploration and support drug discovery research #WestlakeUniversity #Proteomics #Nature #CancerResearch
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Join Westlake AIVC Week 2026 in Hangzhou, Aug 3-8. 4 days of hands-on training + 2 days of discussion on proteomics, mass spectrometry, spatial proteomics, and AI Virtual Cell. Exploring how AI can help us understand cells, proteins, and life. #AIVC #Proteomics #AIforScience
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Deeper is not always better in plasma proteomics More proteins ≠ better insight. Without clean samples, “depth” can be misleading. A clean-first perspective on plasma proteomics Great collaboration with Matthias Mann @labs_mann
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AIPC Series A is live 🚀Reimagine PSM rescoring with AI and unlock the dark matter of MS-based proteomics with a prize pool up to ¥90,000. #AIPC #AI #Proteomics #Bioinformatics
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🚨 Hot off the press in Cell! Aging isn’t just about wrinkles—it’s molecular! 🧬 A team from Prof. Tiannan Guo’s Lab(@guomics )at Westlake University School of Medicine has mapped how protein restriction (PR) reshapes the aging process across 41 mouse tissues. Their study reveals how tweaking protein intake can modulate aging-related proteins, epigenomic states, and even phosphorylation patterns—with some surprising sex-specific effects! 💪 Could your diet be the key to healthier aging? Read more in Cell👉cell.com/cell/fulltext/S0092… #WestlakeUniversity #WhyWestlake #Protein #aging @CellPressNews
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We recently published a Perspective on Expansion Omics, where we review the current developments in this emerging area of spatial biology and propose a conceptual framework for its future directions. embopress.org/doi/full/10.10…
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Our new Nature Protocols paper presents detailed protocol for Filter-aided expansion proteomics (FAXP), which enables MS-based subcellular proteomics analysis. Read → nature.com/articles/s41596-0… #Proteomics #SpatialBiology
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TIBS|Expansion Proteomics featured as “Technology of the Month”! 🎉 Based on our 2024 Nat Commun paper, this invited piece highlights design & applications of filter-aided expansion proteomics.
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🧬 Nature Genetics|Guomics & global collaborators propose a standardization framework for circulating blood proteomics. This paves the way for data comparability, biomarker discovery & clinical translation. 📖 nature.com/articles/s41588-0… #Proteomics #PrecisionMedicine #WestlakeUni
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🎙️ CNHUPO OES Seminar 6 – Happening Today! 📅 Date: Today, June 25 🕕 Time: 6:00 PM CST | 10:00 PM NZST
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Westlake Symposium on AI Proteomics & Virtual Cell 📍Hangzhou · Westlake University 📅Oct 8–9, 2025 Focus: 🔹 Deep learning in MS-based proteomics 🔹 Virtual cell modeling via integrative multi-omics Register: docs.qq.com/form/page/DTUxva… #AI #Proteomics #SystemsBiology #VirtualCell
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Westlake Symposium on AI Proteomics & Virtual Cell 📍 Hangzhou · Westlake University 📅 Oct 8–9, 2025 Check out the speaker lineup & tentative agenda below. 👉 Register: docs.qq.com/form/page/DTUxva… #AI #Proteomics #VirtualCell #Westlake #SystemsBiology
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Hear from the world's leading minds in proteomics! ✨ Check out our Plenary Speakers list. Don't miss this opportunity to gain insights from the best in the field.🔥 Submit your work and register: aohupo2025.com #proteomics #AOHUPO #CNHUPO #Guangzhou #Science #Speakers
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