Global genetic interaction network of a human cell maps conserved principles and informs functional interpretation of gene co-essentiality profiles

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Authors: Maximilian Billmann, Michael Costanzo, Xiang Zhang, Arshia Z. Hassan, Mahfuzur Rahman, Kevin R. Brown, Katherine S. Chan, Amy H.Y. Tong, Carles Pons, Henry N. Ward, Catherine Ross, Jolanda van Leeuwen
+78 more Michael Aregger, Keith A. Lawson, Barbara Mair, Amy F. Roth, Nesli E. Sen, Duncan T. Forster, Guihong Tan, Patricia Mero, Sanna N. Masud, Yoonkyu Lee, Magali Aguilera-Uribe, Matej Ušaj, Sylvia M.T. Almeida, Kamaldeep Aulakh, Urvi Bhojoo, Saba Birkadze, Nathaniel Budijono, Xunhui Cai, Joseph J. Caumanns, Jordan J. Chalmers, Megha Chandrashekhar, Daniel Chang, Ryan Climie, Kuheli Dasgupta, Adrian Drazic, José Rojas-Echenique, Rafael Gacesa, Adrian Granda Farias, Andrea Habsid, Ira Horecka, Kristin Kantautas, Fenghu Ji, Dae-Kyum Kim, Seon Yong Lee, Wendy Liang, Hyobin Julianne Lim, Kevin Qinghong Lin, Xueyibing Lu, Michael Maier, Babak Nami, Allison Nixon, Nicholas Mikolajewicz, Milad Mokhtaridoost, L. Nedyalkova, Thomas Rohde, Maria Sartori Rodrigues, Martin Soste, Eric Schultz, Wen Wang, Ashwin Seetharaman, Ermira Shuteriqi, Olga Sizova, David Thomson Taylor, Maria Tereshchenko, David Tieu, Jacob Turowec, Tajinder Ubhi, Sylvia Varland, Kyle Wang, Zi Yang Wang, Jiarun Wei, Yu-Xi Xiao, Philipp G. Maass, Bruno Reversade, Grant W. Brown, Benjamin F. Cravatt, Scott J. Dixon, Haley D.M. Wyatt, Hannes Rost, Frederick P. Roth, Tian Xia, Gary D. Bader, Robbie Loewith, Nicholas G. Davis, Brenda Andrews, Chad L. Myers, Jason Moffat, Charles Boone
Cited by: 3
References: 169

Abstract

Deciphering how genes interact within human cells is essential for understanding their functional wiring and for developing targeted therapeutic strategies. In this study, we present a genome-scale map of genetic interactions in the human haploid cell line HAP1, based on CRISPR-based perturbation of ∼4 million gene pairs. The resulting network comprises ∼89,000 high-confidence gene-gene interactions, organizing genes into hierarchical modules corresponding to protein complexes and pathways, biological processes, and cellular compartments, mirroring principles observed in yeast and highlighting the functional architecture of a human cell. This large-scale genetic network complements the DepMap gene co-essentiality network by capturing unique functional information, uncovering roles of previously uncharacterized genes, and identifying molecular determinants of cancer-cell-line-specific genetic dependencies. This study presents a general data-driven strategy for systematically exploring the roles of genes and their functional connections in human cell lines.

Fields of Study & Subjects

Bioinformatics and Genomic Networks Single-cell and spatial transcriptomics Gene Regulatory Network Analysis

Publication details

Journal / source
Cell
Publisher
Elsevier BV
Volume
189
Issue
12
Pages
3736–3759.e58
Publication date
27 April 2026
Language
EN