Bo Wen

DeepMVP: deep learning models trained on high-quality data accurately predict PTM sites and variant-induced alterations.

Wen B^#, Wang C^#, Li K^#, Han P, Holt MV, Savage SR, Lei JT, Dou Y, Shi Z, Li Y, Zhang B.

Nat Methods, 22(9):1857-1867, 2025. (# first authors)

Pan-cancer proteogenomics expands the landscape of therapeutic targets.

Savage SR, Yi X, Lei JT, Wen B, Zhao H, Liao Y, Jaehnig EJ, Somes LK, Shafer PW, Lee TD, Fu Z, Dou Y, Shi Z, Gao D, Hoyos V, Gao Q, Zhang B.

Cell, 187(16):4389-4407, 2024.

Deep learning prediction boosts phosphoproteomics-based discoveries through improved phosphopeptide identification.

Yi X, Wen B, Ji S, Saltzman A, Jaehnig EJ, Lei JT, Gao Q, Zhang B.

Mol Cell Proteomics, 23(2):100707, 2024.

PepQuery2 democratizes public MS proteomics data for rapid peptide searching.

Wen B, Zhang B.

Nat Commun, 14(1):2213, 2023.

Proteogenomic insights suggest druggable pathways in endometrial carcinoma.

Dou Y^#, Katsnelson L^#, Gritsenko MA^#, Hu Y, Reva B, Hong R, Wang YT, Kolodziejczak I, Lu RJ, Tsai CF, Bu W, Liu W, Guo X, An E, Arend RC, Bavarva J, Chen L, Chu RK, Czekański A, Davoli T, Demicco EG, DeLair D, Devereaux K, Dhanasekaran SM, Dottino P, Dover B, Fillmore TL, Foxall M, Hermann CE, Hiltke T, Hostetter G, Jędryka M, Jewell SD, Johnson I, Kahn AG, Ku AT, Kumar-Sinha C, Kurzawa P, Lazar AJ, Lazcano R, Lei JT, Li Y, Liao Y, Lih TM, Lin TT, Martignetti JA, Masand RP, Matkowski R, McKerrow W, Mesri M, Monroe ME, Moon J, Moore RJ, Nestor MD, Newton C, Omelchenko T, Omenn GS, Payne SH, Petyuk VA, Robles AI, Rodriguez H, Ruggles KV, Rykunov D, Savage SR, Schepmoes AA, Shi T, Shi Z, Tan J, Taylor M, Thiagarajan M, Wang JM, Weitz KK, Wen B, Williams CM, Wu Y, Wyczalkowski MA, Yi X, Zhang X, Zhao R, Mutch D, Chinnaiyan AM, Smith RD, Nesvizhskii AI, Wang P, Wiznerowicz M, Ding L, Mani DR, Zhang H, Anderson ML^@, Rodland KD^@, Zhang B^@, Liu T^@, Fenyö D^@; Clinical Proteomic Tumor Analysis Consortium.

Cancer Cell, in press. (# first authors; @ corresponding authors)

Proteogenomic data and resources for pan-cancer analysis.

Li Y^#, Dou Y^#, Da Veiga Leprevost F^#, Geffen Y^#, Calinawan AP^#, Aguet F, Akiyama Y, Anand S, Birger C, Cao S, Chaudhary R, Chilappagari P, Cieslik M, Colaprico A, Zhou DC, Day C, Domagalski MJ, Esai Selvan M, Fenyö D, Foltz SM, Francis A, Gonzalez-Robles T, Gümüş ZH, Heiman D, Holck M, Hong R, Hu Y, Jaehnig EJ, Ji J, Jiang W, Katsnelson L, Ketchum KA, Klein RJ, Lei JT, Liang WW, Liao Y, Lindgren CM, Ma W, Ma L, MacCoss MJ, Martins Rodrigues F, McKerrow W, Nguyen N, Oldroyd R, Pilozzi A, Pugliese P, Reva B, Rudnick P, Ruggles KV, Rykunov D, Savage SR, Schnaubelt M, Schraink T, Shi Z, Singhal D, Song X, Storrs E, Terekhanova NV, Thangudu RR, Thiagarajan M, Wang LB, Wang JM, Wang Y, Wen B, Wu Y, Wyczalkowski MA, Xin Y, Yao L, Yi X, Zhang H, Zhang Q, Zuhl M, Getz G, Ding L, Nesvizhskii AI, Wang P, Robles AI^@, Zhang B^@, Payne SH^@; Clinical Proteomic Tumor Analysis Consortium.

Cancer Cell, 41(8):1397-1406, 2023. (# first authors; @ corresponding authors)

OmicsEV: a tool for comprehensive quality evaluation of omics data tables.

Wen B, Jaehnig EJ, Zhang B.

Bioinformatics, 38(24):5463-5465, 2022.

Proteogenomic markers of chemotherapy resistance and response in triple negative breast cancer.

Anurag M, Jaehnig EJ, Krug K, Lei JT, Bergstrom EJ, Kim BJ, Vashist TD, Tran Huynh AM, Dou Y, Gou X, Huang C, Shi Z, Wen B, Korchina V, Gibbs RA, Muzny DM, Doddapaneni H, Dobrolecki LE, Rodriguez H, Robles AI, Hiltke T, Lewis MT, Nangia JR, Nemati Shafaee M, Li S, Hagemann IS, Hoog J, Lim B, Osborne CK, Mani DR, Gillette MA, Zhang B, Echeverria GV, Miles G, Rimawi MF, Carr SA, Ademuyiwa FO, Satpathy S, Ellis MJ.

Cancer Discov., 12(11):2586-2605, 2022

Deep learning-derived evaluation metrics enable effective benchmarking of computational tools for phosphopeptide identification.

Jiang W, Wen B, Li K, Zeng WF, da Veiga Leprevost F, Moon J, Petyuk VA, Edwards NJ, Liu T, Nesvizhskii AI, Zhang B.

Mol Cell Proteomics, 20:100171, 2021.

caAtlas: An immunopeptidome atlas of human cancer.

Yi X, Liao Y, Wen B, Li K, Dou Y, Savage SR, Zhang B.

iScience, 24(10):103107, 2021.

Feature Selection Methods for Protein Biomarker Discovery from Proteomics or Multi-omics Data.

Shi Z, Wen B, Gao Q, Zhang B.

Mol Cell Proteomics, 20:100083, 2021.

Proteogenomic insights into the biology and treatment of HPV-negative head and neck squamous cell carcinoma.

Huang C^#, Chen L^#, Savage SR^#, Eguez RV, Dou Y, Li Y, da Veiga Leprevost F, Jaehnig EJ, Lei JT, Wen B, Schnaubelt M, Krug K, Song X, Cieślik M, Chang HY, Wyczalkowski MA, Li K, Colaprico A, Li QK, Clark DJ, Hu Y, Cao L, Pan J, Wang Y, Cho KC, Shi Z, Liao Y, Jiang W, Anurag M, Ji J, Yoo S, Zhou DC, Liang WW, Wendl M, Vats P, Carr SA, Mani DR, Zhang Z, Qian J, Chen XS, Pico AR, Wang P, Chinnaiyan AM, Ketchum KA, Kinsinger CR, Robles AI, An E, Hiltke T, Mesri M, Thiagarajan M, Weaver AM, Sikora AG, Lubiński J, Wierzbicka M, Wiznerowicz M, Satpathy S, Gillette MA, Miles G, Ellis MJ, Omenn GS, Rodriguez H, Boja ES, Dhanasekaran SM, Ding L, Nesvizhskii AI, El-Naggar AK, Chan DW^@, Zhang H^@, Zhang B^@; Clinical Proteomic Tumor Analysis Consortium.

Cancer Cell, 39(3):361-379, 2021. (# first authors; @ corresponding authors)

Proteogenomic characterization of pancreatic ductal adenocarcinoma.

Cao L^#, Huang C^#, Cui Zhou D^#, Hu Y, Lih TM, Savage SR, Krug K, Clark DJ, Schnaubelt M, Chen L, da Veiga Leprevost F, Eguez RV, Yang W, Pan J, Wen B, Dou Y, Jiang W, Liao Y, Shi Z, Terekhanova NV, Cao S, Lu RJ, Li Y, Liu R, Zhu H, Ronning P, Wu Y, Wyczalkowski MA, Easwaran H, Danilova L, Mer AS, Yoo S, Wang JM, Liu W, Haibe-Kains B, Thiagarajan M, Jewell SD, Hostetter G, Newton CJ, Li QK, Roehrl MH, Fenyö D, Wang P, Nesvizhskii AI, Mani DR, Omenn GS, Boja ES, Mesri M, Robles AI, Rodriguez H, Bathe OF, Chan DW, Hruban RH, Ding L^@, Zhang B^@, Zhang H^@; Clinical Proteomic Tumor Analysis Consortium.

Cell, 184(19):5031-5052, 2021. (# first authors; @ corresponding authors)

A proteogenomic portrait of lung squamous cell carcinoma.

Satpathy S^#, Krug K^#, Jean Beltran PM^#, Savage SR^#, Petralia F, Kumar-Sinha C, Dou Y, Reva B, Kane MH, Avanessian SC, Vasaikar SV, Krek A, Lei JT, Jaehnig EJ, Omelchenko T, Geffen Y, Bergstrom EJ, Stathias V, Christianson KE, Heiman DI, Cieslik MP, Cao S, Song X, Ji J, Liu W, Li K, Wen B, Li Y, Gümüş ZH, Selvan ME, Soundararajan R, Visal TH, Raso MG, Parra ER, Babur Ö, Vats P, Anand S, Schraink T, Cornwell M, Rodrigues FM, Zhu H, Mo CK, Zhang Y, da Veiga Leprevost F, Huang C, Chinnaiyan AM, Wyczalkowski MA, Omenn GS, Newton CJ, Schurer S, Ruggles KV, Fenyö D, Jewell SD, Thiagarajan M, Mesri M, Rodriguez H, Mani SA, Udeshi ND, Getz G, Suh J, Li QK, Hostetter G, Paik PK, Dhanasekaran SM, Govindan R, Ding L, Robles AI, Clauser KR, Nesvizhskii AI, Wang P, Carr SA^@, Zhang B^@, Mani DR^@, Gillette MA^@; Clinical Proteomic Tumor Analysis Consortium.

Cell, 184(16):4348-4371, 2021. (# first authors; @ corresponding authors)

A community effort to identify and correct mislabeled samples in proteogenomic studies.

Yoo S^#, Shi Z^#, Wen B^#, Kho S^#, Pan R, Feng H, Chen H, Carlsson A, Edén P, Ma W, Raymer M, Maier EJ, Tezak Z, Johanson E, Hinton D, Rodriguez H, Zhu J, Boja E, Wang P^@, Zhang B^@.

Patterns, 100245, 2021. (# first authors; @ corresponding authors)

Proteogenomic Characterization of Endometrial Carcinoma.

Dou Y^#, Kawaler EA^#, Cui Zhou D^#, Gritsenko MA^#, Huang C, Blumenberg L, Karpova A, Petyuk VA, Savage SR, Satpathy S, Liu W, Wu Y, Tsai CF, Wen B, Li Z, Cao S, Moon J, Shi Z, Cornwell M, Wyczalkowski MA, Chu RK, Vasaikar S, Zhou H, Gao Q, Moore RJ, Li K, Sethuraman S, Monroe ME, Zhao R, Heiman D, Krug K, Clauser K, Kothadia R, Maruvka Y, Pico AR, Oliphant AE, Hoskins EL, Pugh SL, Beecroft SJI, Adams DW, Jarman JC, Kong A, Chang HY, Reva B, Liao Y, Rykunov D, Colaprico A, Chen XS, Czekański A, Jędryka M, Matkowski R, Wiznerowicz M, Hiltke T, Boja E, Kinsinger CR, Mesri M, Robles AI, Rodriguez H, Mutch D, Fuh K, Ellis MJ, DeLair D, Thiagarajan M, Mani DR, Getz G, Noble M, Nesvizhskii AI, Wang P, Anderson ML, Levine DA, Smith RD, Payne SH, Ruggles KV, Rodland KD^@, Ding L^@, Zhang B^@, Liu T^@, Fenyö D^@; Clinical Proteomic Tumor Analysis Consortium.

Cell, 180(4):729-748, 2020 (# first authors; @ corresponding authors)

Cancer neoantigen prioritization through sensitive and reliable proteogenomics analysis.

Wen B, Li K, Zhang Y, Zhang B.

Nat Commun, 11(1):1759, 2020.

DeepRescore: Leveraging Deep Learning to Improve Peptide Identification in Immunopeptidomics.

Li K, Jain A, Malovannaya A, Wen B, Zhang B.

Proteomics, 2020.

Deep learning in proteomics.

Wen B, Zeng W, Liao Y, Shi Z, Savage SR, Jiang W, Zhang B.

Proteomics, 2020.

Microscaled proteogenomic methods for precision oncology.

Satpathy S^#@, Jaehnig EJ^#, Krug K, Kim BJ, Saltzman AB, Chan DW, Holloway KR, Anurag M, Huang C, Singh P, Gao A, Namai N, Dou Y, Wen B, Vasaikar SV, Mutch D, Watson MA, Ma C, Ademuyiwa FO, Rimawi MF, Schiff R, Hoog J, Jacobs S, Malovannaya A, Hyslop T, Clauser KR, Mani DR, Perou CM, Miles G, Zhang B, Gillette MA, Carr SA^@, Ellis MJ^@.

Nat Commun, 11(1):532, 2020 (# first authors; @ corresponding authors)

Proteogenomic Characterization Reveals Therapeutic Vulnerabilities in Lung Adenocarcinoma.

Gillette MA, Satpathy S, Cao S, Dhanasekaran SM, Vasaikar SV, Krug K, Petralia F, Li Y, Liang WW, Reva B, Krek A, Ji J, Song X, Liu W, Hong R, Yao L, Blumenberg L, Savage SR, Wendl MC, Wen B, Li K, Tang LC, MacMullan MA, Avanessian SC, Kane MH, Newton CJ, Cornwell M, Kothadia RB, Ma W, Yoo S, Mannan R, Vats P, Kumar-Sinha C, Kawaler EA, Omelchenko T, Colaprico A, Geffen Y, Maruvka YE, da Veiga Leprevost F, Wiznerowicz M, Gümüş ZH, Veluswamy RR, Hostetter G, Heiman DI, Wyczalkowski MA, Hiltke T, Mesri M, Kinsinger CR, Boja ES, Omenn GS, Chinnaiyan AM, Rodriguez H, Li QK, Jewell SD, Thiagarajan M, Getz G, Zhang B, Fenyö D, Ruggles KV, Cieslik MP, Robles AI, Clauser KR, Govindan R, Wang P, Nesvizhskii AI, Ding L, Mani DR, Carr SA, Clinical Proteomic Tumor Analysis Consortium.

Cell, 182(1):200-225.e35., 2020.

Proteogenomic Landscape of Breast Cancer Tumorigenesis and Targeted Therapy.

Krug K, Jaehnig EJ, Satpathy S, Blumenberg L, Karpova A, Anurag M, Miles G, Mertins P, Geffen Y, Tang LC, Heiman DI, Cao S, Maruvka YE, Lei JT, Huang C, Kothadia RB, Colaprico A, Birger C, Wang J, Dou Y, Wen B, Shi Z, Liao Y, Wiznerowicz M, Wyczalkowski MA, Chen XS, Kennedy JJ, Paulovich AG, Thiagarajan M, Kinsinger CR, Hiltke T, Boja ES, Mesri M, Robles AI, Rodriguez H, Westbrook TF, Ding L, Getz G, Clauser KR, Fenyö D, Ruggles KV, Zhang B, Mani DR, Carr SA, Ellis MJ, Gillette MA; Clinical Proteomic Tumor Analysis Consortium.

Cell, 183(5):1436-1456.e31., 2020.

Proteogenomic analysis of human colon cancer reveals new therapeutic opportunities.

Vasaikar S^#, Huang C^#, Wang X^#, Petyuk VA^#, Savage SR^#, Wen B, Dou Y, Zhang Y, Shi Z, Arshad OA, Gritsenko MA, Zimmerman LJ, McDermott JE, Clauss TR, Moore RJ, Zhao R, Monroe ME, Wang YT, Chambers MC, Slebos RJC, Lau KS, Mo Q, Ding L, Ellis M, Thiagarajan M, Kinsinger CR, Rodriguez H, Smith RD, Rodland KD^@, Liebler DC^@, Liu T^@, Zhang B^@, Clinical Proteomic Tumor Analysis Consortium.

Cell, 177(4):1035-1049, 2019 (# first authors; @ corresponding authors)

PepQuery enables fast, accurate, and convenient proteomic validation of novel genomic alterations.

Wen B, Wang X, Zhang B.

Genome Res, 29(3):485-493, 2019

PDV: an integrative proteomics data viewer.

Li K, Vaudel M, Zhang B, Ren Y, Wen B.

Bioinformatics, 35(7):1249-1251, 2019

Integrated Proteogenomic Characterization of HBV-Related Hepatocellular Carcinoma.

Gao Q, Zhu H, Dong L, Shi W, Chen R, Song Z, Huang C, Li J, Dong X, Zhou Y, Liu Q, Ma L, Wang X, Zhou J, Liu Y, Boja E, Robles AI, Ma W, Wang P, Li Y, Ding L, Wen B, Zhang B, Rodriguez H, Gao D, Zhou H, Fan J.

Cell, 179(2):561-577, 2019

Integrated Proteogenomic Characterization of Clear Cell Renal Cell Carcinoma.

Clark DJ, Dhanasekaran SM, Petralia F, Pan J, Song X, Hu Y, da Veiga Leprevost F, Reva B, Lih TM, Chang HY, Ma W, Huang C, Ricketts CJ, Chen L, Krek A, Li Y, Rykunov D, Li QK, Chen LS, Ozbek U, Vasaikar S, Wu Y, Yoo S, Chowdhury S, Wyczalkowski MA, Ji J, Schnaubelt M, Kong A, Sethuraman S, Avtonomov DM, Ao M, Colaprico A, Cao S, Cho KC, Kalayci S, Ma S, Liu W, Ruggles K, Calinawan A, Gümüş ZH, Geizler D, Kawaler E, Teo GC, Wen B, Zhang Y, Keegan S, Li K, Chen F, Edwards N, Pierorazio PM, Chen XS, Pavlovich CP, Hakimi AA, Brominski G, Hsieh JJ, Antczak A, Omelchenko T, Lubinski J, Wiznerowicz M, Linehan WM, Kinsinger CR, Thiagarajan M, Boja ES, Mesri M, Hiltke T, Robles AI, Rodriguez H, Qian J, Fenyö D, Zhang B, Ding L, Schadt E, Chinnaiyan AM, Zhang Z, Omenn GS, Cieslik M, Chan DW, Nesvizhskii AI, Wang P, Zhang H.

Cell, 179(4):964-983, 2019

LncRNAs-directed PTEN enzymatic switch governs epithelial-mesenchymal transition.

Hu Q, Li C, Wang S, Li Y, Wen B, Zhang Y, Liang K, Yao J, Ye Y, Hsiao H, Nguyen TK, Park PK, Egranov SD, Hawke DH, Marks JR, Han L, Hung MC, Zhang B, Lin C, Yang L.

Cell Res, 29(4):286-304, 2019

Detection of proteome diversity resulted from alternative splicing is limited by trypsin cleavage specificity.

Wang X, Codreanu SG, Wen B, Li K, Chambers M, Liebler DC, Zhang B.

Mol Cell Proteomics, 17(3):422-430, 2018

PGA: an R/Bioconductor package for identification of novel peptides using a customized database derived from RNA-Seq.

Wen B, Xu S, Zhou R, Zhang B, Wang X, Liu X, Xu X, Liu S.

BMC Bioinformatics, 17(1):244, 2016