Meenakshi Anurag

ORCID: 0000-0003-4379-5192
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Research Areas
  • Advanced Breast Cancer Therapies
  • Neuroblastoma Research and Treatments
  • HER2/EGFR in Cancer Research
  • Cancer Genomics and Diagnostics
  • Advanced Proteomics Techniques and Applications
  • Lung Cancer Treatments and Mutations
  • Estrogen and related hormone effects
  • Medical Imaging Techniques and Applications
  • Neuroendocrine Tumor Research Advances
  • Peptidase Inhibition and Analysis
  • Cancer, Lipids, and Metabolism
  • Biotin and Related Studies
  • Ubiquitin and proteasome pathways
  • Cancer-related Molecular Pathways
  • Adenosine and Purinergic Signaling
  • Biochemical and Molecular Research
  • Genetic factors in colorectal cancer
  • Breast Cancer Treatment Studies
  • Protein Degradation and Inhibitors
  • Monoclonal and Polyclonal Antibodies Research
  • DNA Repair Mechanisms
  • Ferroptosis and cancer prognosis
  • RNA modifications and cancer
  • Cancer Immunotherapy and Biomarkers
  • Bioinformatics and Genomic Networks

Baylor College of Medicine
2016-2024

Dan L Duncan Comprehensive Cancer Center
2022-2023

Breast Center
2023

Sanford Burnham Prebys Medical Discovery Institute
2018

Washington University in St. Louis
2017-2018

University of Maryland, Baltimore
2017-2018

Mayo Clinic in Florida
2017-2018

WinnMed
2017-2018

Universidade Estadual de Campinas (UNICAMP)
2018

Kitasato University
2018

The integration of mass spectrometry-based proteomics with next-generation DNA and RNA sequencing profiles tumors more comprehensively. Here this "proteogenomics" approach was applied to 122 treatment-naive primary breast cancers accrued preserve post-translational modifications, including protein phosphorylation acetylation. Proteogenomics challenged standard cancer diagnoses, provided detailed analysis the ERBB2 amplicon, defined tumor subsets that could benefit from immune checkpoint...

10.1016/j.cell.2020.10.036 article EN cc-by-nc-nd Cell 2020-11-01

We undertook a comprehensive proteogenomic characterization of 95 prospectively collected endometrial carcinomas, comprising 83 endometrioid and 12 serous tumors. This analysis revealed possible new consequences perturbations to the p53 Wnt/β-catenin pathways, identified potential role for circRNAs in epithelial-mesenchymal transition, provided information about proteomic markers clinical genomic tumor subgroups, including relationships known druggable pathways. An extensive genome-wide...

10.1016/j.cell.2020.01.026 article EN cc-by Cell 2020-02-01
Chen Huang Lijun Chen Sara R. Savage Rodrigo Vargas Eguez Yongchao Dou and 95 more Yize Li Felipe da Veiga Leprevost Eric J. Jaehnig Jonathan T. Lei Bo Wen Michael Schnaubelt Karsten Krug Xiaoyu Song Marcin Cieślik Hui-Yin Chang Matthew A. Wyczalkowski Kai Li Antonio Colaprico Qing Kay Li David Clark Yingwei Hu Liwei Cao Jianbo Pan Yuefan Wang Kyung-Cho Cho Zhiao Shi Yuxing Liao Wen Jiang Meenakshi Anurag Jiayi Ji Seungyeul Yoo Daniel Cui Zhou Wen-Wei Liang Michael C. Wendl Pankaj Vats Steven A. Carr D.R. Mani Zhen Zhang Jiang Qian Xi S. Chen Alexander R. Pico Pei Wang Arul M. Chinnaiyan Karen A. Ketchum Christopher R. Kinsinger Ana I. Robles Eunkyung An Tara Hiltke Mehdi Mesri Mathangi Thiagarajan Alissa M. Weaver Andrew G. Sikora Jan Lubiński Małgorzata Wierzbicka Maciej Wiznerowicz Shankha Satpathy Michael A. Gillette George Miles Matthew J. Ellis Gilbert S. Omenn Henry Rodriguez Emily S. Boja Saravana M. Dhanasekaran Li Ding Alexey I. Nesvizhskii Adel K. El‐Naggar Daniel W. Chan Hui Zhang Bing Zhang Anupriya Agarwal Matthew L. Anderson Shayan C. Avanessian Dmitry M. Avtonomov Oliver F. Bathe Chet Birger Michael J. Birrer Lili M. Blumenberg William Bocik Uma Borate Melissa Borucki Meghan C. Burke Shuang Cai Anna Calinawan Sandra Cerda Alyssa Charamut Lin Chen Shrabanti Chowdhury Karl R. Clauser Houston Culpepper Tomasz Czernicki Fulvio D’Angelo Jacob Day Stephanie Young Emek Demir Fei Ding Marcin J. Domagalski Joseph C. Dort Brian J. Druker Elizabeth R. Duffy Maureen A. Dyer

We present a proteogenomic study of 108 human papilloma virus (HPV)-negative head and neck squamous cell carcinomas (HNSCCs). Proteomic analysis systematically catalogs HNSCC-associated proteins phosphosites, prioritizes copy number drivers, highlights an oncogenic role for RNA processing genes. investigation mutual exclusivity between FAT1 truncating mutations 11q13.3 amplifications reveals dysregulated actin dynamics as common functional consequence. Phosphoproteomics characterizes two...

10.1016/j.ccell.2020.12.007 article EN cc-by-nc-nd Cancer Cell 2021-01-09
Yifat Geffen Shankara Anand Yo Akiyama Tomer M. Yaron Yizhe Song and 95 more Jared L. Johnson Akshay Govindan Özgün Babur Yize Li Emily M. Huntsman Liang-Bo Wang Chet Birger David I. Heiman Qing Zhang Mendy Miller Yosef E. Maruvka Nicholas J. Haradhvala Anna Calinawan Saveliy Belkin Alexander Kerelsky Karl R. Clauser Karsten Krug Shankha Satpathy Samuel Payne D.R. Mani Michael A. Gillette Saravana M. Dhanasekaran Mathangi Thiagarajan Mehdi Mesri Henry Rodriguez Ana I. Robles Steven A. Carr Alexander J. Lazar François Aguet Lewis C. Cantley Li Ding Gad Getz Eunkyung An Meenakshi Anurag Jasmin Bavarva Michael J. Birrer Özgün Babur Song Cao Michele Ceccarelli Daniel W. Chan Arul M. Chinnaiyan Hanbyul Cho Shrabanti Chowdhury Marcin Cieślik Antonio Colaprico Steven A. Carr Felipe da Veiga Leprevost Corbin Day Marcin J. Domagalski Yongchao Dou Brian J. Druker Nathan Edwards Matthew J. Ellis David Fenyö Steven M. Foltz Alicia Francis Tania J. González-Robles Sara J.C. Gosline Zeynep H. Gümüş Tara Hiltke Runyu Hong Galen Hostetter Yingwei Hu Chen Huang Antonio Iavarone Eric J. Jaehnig Scott Jewel Jiayi Ji Wen Jiang Lizabeth Katsnelson Karen A. Ketchum Iga Kołodziejczak Chandan Kumar‐Sinha Karsten Krug Jonathan T. Lei Wen-Wei Liang Yuxing Liao Caleb M. Lindgren Tao Liu Wenke Liu Weiping Ma Wilson McKerrow Mehdi Mesri D.R. Mani Alexey I. Nesvizhskii Chelsea J. Newton Robert Oldroyd Gilbert S. Omenn Amanda G. Paulovich Francesca Petralia Pietro Pugliese Boris Reva Karin Rodland Kelly V. Ruggles Dmitry Rykunov

Post-translational modifications (PTMs) play key roles in regulating cell signaling and physiology both normal cancer cells. Advances mass spectrometry enable high-throughput, accurate, sensitive measurement of PTM levels to better understand their role, prevalence, crosstalk. Here, we analyze the largest collection proteogenomics data from 1,110 patients with profiles across 11 types (10 National Cancer Institute's Clinical Proteomic Tumor Analysis Consortium [CPTAC]). Our study reveals...

10.1016/j.cell.2023.07.013 article EN cc-by-nc-nd Cell 2023-08-01
Yize Li Eduard Porta‐Pardo Collin Tokheim Matthew H. Bailey Tomer M. Yaron and 95 more Vasileios Stathias Yifat Geffen Kathleen J. Imbach Song Cao Shankara Anand Yo Akiyama Wenke Liu Matthew A. Wyczalkowski Yizhe Song Erik Storrs Michael C. Wendl Wubing Zhang Mustafa Sibai Victoria Ruiz‐Serra Wen-Wei Liang Nadezhda V. Terekhanova Fernanda Martins Rodrigues Karl R. Clauser David I. Heiman Qing Zhang François Aguet Anna Calinawan Saravana M. Dhanasekaran Chet Birger Shankha Satpathy Daniel Cui Zhou Liang-Bo Wang Jessika Baral Jared L. Johnson Emily M. Huntsman Pietro Pugliese Antonio Colaprico Antonio Iavarone Milan G. Chheda Christopher J. Ricketts David Fenyö Samuel Payne Henry Rodriguez Ana I. Robles Michael A. Gillette Chandan Kumar‐Sinha Alexander J. Lazar Lewis C. Cantley Gad Getz Li Ding Eunkyung An Meenakshi Anurag Jasmin Bavarva Michael J. Birrer Anna Calinawan Michele Ceccarelli Daniel W. Chan Arul M. Chinnaiyan Hanbyul Cho Shrabanti Chowdhury Marcin Cieślik Felipe da Veiga Leprevost Corbin Day Marcin J. Domagalski Yongchao Dou Brian J. Druker Nathan Edwards Matthew J. Ellis Myvizhi Esai Selvan Steven M. Foltz Alicia Francis Tania J. González-Robles Sara J.C. Gosline Zeynep H. Gümüş Tara Hiltke Runyu Hong Galen Hostetter Yingwei Hu Chen Huang Emily M. Huntsman Eric J. Jaehnig Scott Jewel Jiayi Ji Wen Jiang Lizabeth Katsnelson Karen A. Ketchum Iga Kołodziejczak Jonathan T. Lei Yuxing Liao Caleb M. Lindgren Tao Liu Weiping Ma Wilson McKerrow Alexey I. Nesvizhskii Chelsea J. Newton Robert Oldroyd Gilbert S. Omenn Amanda G. Paulovich Francesca Petralia Boris Reva

Cancer driver events refer to key genetic aberrations that drive oncogenesis; however, their exact molecular mechanisms remain insufficiently understood. Here, our multi-omics pan-cancer analysis uncovers insights into the impacts of cancer drivers by identifying significant cis-effects and distal trans-effects quantified at RNA, protein, phosphoprotein levels. Salient observations include association point mutations copy-number alterations with rewiring protein interaction networks,...

10.1016/j.cell.2023.07.014 article EN cc-by-nc-nd Cell 2023-08-01
Francesca Petralia Weiping Ma Tomer M. Yaron Francesca Pia Caruso Nicole Tignor and 95 more Joshua M. Wang Daniel Charytonowicz Jared L. Johnson Emily M. Huntsman Giacomo B. Marino Anna Calinawan John Erol Evangelista Myvizhi Esai Selvan Shrabanti Chowdhury Dmitry Rykunov Azra Krek Xiaoyu Song Berk Turhan Karen E. Christianson David A. Lewis Eden Z. Deng Daniel Clarke Jeffrey R. Whiteaker Jacob J. Kennedy Lei Zhao Rossana Lazcano Segura Harsh Vardhan Batra Maria Gabriela Raso Edwin R. Parra Rama Soundararajan Ximing Tang Yize Li Xinpei Yi Shankha Satpathy Ying Wang Maciej Wiznerowicz Tania J. González-Robles Antonio Iavarone Sara J.C. Gosline Boris Reva Ana I. Robles Alexey I. Nesvizhskii D.R. Mani Michael A. Gillette Robert J. Klein Marcin Cieślik Bing Zhang Amanda G. Paulovich Robert Sebra Zeynep H. Gümüş Galen Hostetter David Fenyö Gilbert S. Omenn Lewis C. Cantley Avi Ma’ayan Alexander J. Lazar Michele Ceccarelli Pei Wang Jennifer G. Abelin François Aguet Yo Akiyama Eunkyung An Shankara Anand Meenakshi Anurag Özgün Babur Jasmin Bavarva Chet Birger Michael J. Birrer Song Cao Steven A. Carr Daniel W. Chan Arul M. Chinnaiyan Hanbyul Cho Karl R. Clauser Antonio Colaprico Daniel Cui Zhou Felipe da Veiga Leprevost Corbin Day Saravana M. Dhanasekaran Li Ding Marcin J. Domagalski Yongchao Dou Brian J. Druker Nathan Edwards Matthew J. Ellis Steven M. Foltz Alicia Francis Yifat Geffen Gad Getz David I. Heiman Runyu Hong Yingwei Hu Chen Huang Eric J. Jaehnig Scott D. Jewell Jiayi Ji Wen Jiang Lizabeth Katsnelson Karen A. Ketchum Iga Kołodziejczak

Despite the successes of immunotherapy in cancer treatment over recent decades, less than <10%–20% cases have demonstrated durable responses from immune checkpoint blockade. To enhance efficacy immunotherapies, combination therapies suppressing multiple evasion mechanisms are increasingly contemplated. better understand cell surveillance and diverse tumor tissues, we comprehensively characterized landscape more 1,000 tumors across ten different cancers using CPTAC pan-cancer proteogenomic...

10.1016/j.cell.2024.01.027 article EN cc-by-nc-nd Cell 2024-02-01

Here we report targeted sequencing of 83 genes using DNA from primary breast cancer samples 625 postmenopausal (UBC-TAM series) and 328 premenopausal (MA12 trial) hormone receptor-positive (HR+) patients to determine interactions between somatic mutation prognosis. Independent validation prognostic was achieved data the METABRIC study. Previously established associations MAP3K1 PIK3CA mutations with luminal A status/favorable prognosis TP53 Luminal B/non-luminal tumors/poor were observed,...

10.1038/s41467-018-05914-x article EN cc-by Nature Communications 2018-08-22

Abstract Cancer proteogenomics promises new insights into cancer biology and treatment efficacy by integrating genomics, transcriptomics protein profiling including modifications mass spectrometry (MS). A critical limitation is sample input requirements that exceed many sources of clinically important material. Here we report a approach for core biopsies using tissue-sparing specimen processing microscaled proteomics. As demonstration, analyze needle from ERBB2 positive breast cancers before...

10.1038/s41467-020-14381-2 article EN cc-by Nature Communications 2020-01-27

RNA sequencing (RNA-seq) detects estrogen receptor alpha gene (ESR1) fusion transcripts in receptor-positive (ER+) breast cancer, but their role disease pathogenesis remains unclear. We examined multiple ESR1 fusions and found that two, both identified advanced endocrine treatment-resistant disease, encoded stable functional proteins. In examples, ESR1-e6>YAP1 ESR1-e6>PCDH11X, exons 1–6 were fused frame to C-terminal sequences from the partner gene. Functional properties include...

10.1016/j.celrep.2018.07.009 article EN cc-by Cell Reports 2018-08-01

We report that neurofibromin, a tumor suppressor and Ras-GAP (GTPase-activating protein), is also an estrogen receptor-α (ER) transcriptional co-repressor through leucine/isoleucine-rich motifs are functionally independent of GAP activity. activity, in turn, does not affect ER binding. Consequently, neurofibromin depletion causes estradiol hypersensitivity tamoxifen agonism, explaining the poor prognosis associated with loss endocrine therapy-treated ER+ breast cancer....

10.1016/j.ccell.2020.02.003 article EN publisher-specific-oa Cancer Cell 2020-03-01

Abstract Microscaled proteogenomics was deployed to probe the molecular basis for differential response neoadjuvant carboplatin and docetaxel combination chemotherapy triple-negative breast cancer (TNBC). Proteomic analyses of pretreatment patient biopsies uniquely revealed metabolic pathways, including oxidative phosphorylation, adipogenesis, fatty acid metabolism, that were associated with resistance. Both proteomics transcriptomics sensitivity marked by elevation DNA repair, E2F targets,...

10.1158/2159-8290.cd-22-0200 article EN cc-by-nc-nd Cancer Discovery 2022-08-24
Wen-Wei Liang Rita Jui-Hsien Lu Reyka G. Jayasinghe Steven M. Foltz Eduard Porta‐Pardo and 95 more Yifat Geffen Michael C. Wendl Rossana Lazcano Iga Kołodziejczak Yizhe Song Akshay Govindan Elizabeth G. Demicco Xiang Li Yize Li Sunantha Sethuraman Samuel Payne David Fenyö Henry Rodriguez Maciej Wiznerowicz Hui Shen D.R. Mani Karin Rodland Alexander J. Lazar Ana I. Robles Li Ding François Aguet Yo Akiyama Eunkyung An Shankara Anand Meenakshi Anurag Özgün Babur Jasmin Bavarva Chet Birger Michael J. Birrer Anna Calinawan Lewis C. Cantley Song Cao Steve Carr Michele Ceccarelli Daniel Chan Arul M. Chinnaiyan Hanbyul Cho Shrabanti Chowdhury Marcin Cieślik Karl R. Clauser Antonio Colaprico Daniel Cui Zhou Felipe da Veiga Leprevost Corbin Day Saravana M. Dhanasekaran Marcin J. Domagalski Yongchao Dou Brian J. Druker Nathan Edwards Matthew J. Ellis Myvizhi Esai Selvan Alicia Francis Gad Getz Michael A. Gillette Tania Gonzalez Robles Sara J.C. Gosline Zeynep H. Gümüş David I. Heiman Tara Hiltke Runyu Hong Galen Hostetter Yingwei Hu Chen Huang Emily M. Huntsman Antonio Iavarone Eric J. Jaehnig Scott Jewel Jiayi Ji Wen Jiang Jared L. Johnson Lizabeth Katsnelson Karen A. Ketchum Karsten Krug Chandan Kumar‐Sinha Jonathan T. Lei Yuxing Liao Caleb M. Lindgren Tao Liu Wenke Liu Weiping Ma Fernanda Martins Rodrigues Wilson H. McKerrow Mehdi Mesri Alexey I. Nesvizhskii Chelsea J. Newton Robert Oldroyd Gilbert S. Omenn Amanda G. Paulovich Francesca Petralia Pietro Pugliese Boris Reva Kelly V. Ruggles Dmitry Rykunov Shankha Satpathy Sara R. Savage

DNA methylation plays a critical role in establishing and maintaining cellular identity. However, it is frequently dysregulated during tumor development closely intertwined with other genetic alterations. Here, we leveraged multi-omic profiling of 687 tumors matched non-involved adjacent tissues from the kidney, brain, pancreas, lung, head neck, endometrium to identify aberrant associated RNA protein abundance changes build Pan-Cancer catalog. We uncovered lineage-specific epigenetic drivers...

10.1016/j.ccell.2023.07.013 article EN cc-by-nc-nd Cancer Cell 2023-08-14

We characterized a prospective endometrial carcinoma (EC) cohort containing 138 tumors and 20 enriched normal tissues using 10 different omics platforms. Targeted quantitation of two peptides can predict antigen processing presentation machinery activity, may inform patient selection for immunotherapy. Association analysis between MYC activity metformin treatment in both patients cell lines suggests potential role non-diabetic with elevated activity. PIK3R1 in-frame indels are associated AKT...

10.1016/j.ccell.2023.07.007 article EN cc-by-nc-nd Cancer Cell 2023-08-10

Non-clear cell renal carcinomas (non-ccRCCs) encompass diverse malignant and benign tumors. Refinement of differential diagnosis biomarkers, markers for early prognosis aggressive disease, therapeutic targets to complement immunotherapy are current clinical needs. Multi-omics analyses 48 non-ccRCCs compared with 103 ccRCCs reveal proteogenomic, phosphorylation, glycosylation, metabolic aberrations in RCC subtypes. RCCs high genome instability display overexpression IGF2BP3 PYCR1. Integration...

10.1016/j.xcrm.2024.101547 article EN cc-by Cell Reports Medicine 2024-05-01

Purpose: This study was undertaken to conduct a comprehensive investigation of the role DNA damage repair (DDR) defects in poor outcome ER+ disease.Experimental Design: Expression and mutational status DDR genes breast tumors were correlated with proliferative response neoadjuvant aromatase inhibitor therapy trials (discovery dataset), outcomes METABRIC, TCGA, Loi datasets (validation datasets), patient-derived xenografts. A causal relationship between candidate endocrine treatment response,...

10.1158/1078-0432.ccr-17-3702 article EN Clinical Cancer Research 2018-05-23

Abstract Significant endocrine therapy–resistant tumor proliferation is present in ≥20% of estrogen receptor–positive (ER+) primary breast cancers and associated with disease recurrence death. Here, we uncover a link between intrinsic therapy resistance dysregulation the MutL mismatch repair (MMR) complex (MLH1/3, PMS1/2), demonstrate direct role for loss to all classes therapy. We find that deficiency ER+ cancer abrogates CHK2-mediated inhibition CDK4, prerequisite responsiveness....

10.1158/2159-8290.cd-16-1179 article EN Cancer Discovery 2017-08-12

Unlike estrogen receptor (ER)-negative breast cancer, ER-positive cancer outcome is less influenced by lymphocyte content, indicating the presence of immune tolerance mechanisms that may be specific to this disease subset.A supervised analysis microarray data from ACOSOG Z1031 (Alliance) neoadjuvant aromatase inhibitor (AI) trial identified upregulated genes in Luminal (Lum) B cancers correlated with AI-resistant tumor proliferation (percentage Ki67-positive nuclei, Pearson r > 0.4) (33...

10.1093/jnci/djz213 article EN JNCI Journal of the National Cancer Institute 2019-10-28

Abstract Protein kinases are frequently dysregulated and/or mutated in cancer and represent essential targets for therapy. Accurate quantification is essential. For breast treatment, the identification of protein kinase ERBB2 critical therapeutic decisions. While immunohistochemistry (IHC) current clinical diagnostic approach, it only semiquantitative. Mass spectrometry-based proteomics offers quantitative assays that, unlike IHC, can be used to accurately evaluate hundreds simultaneously....

10.1186/s12014-023-09448-3 article EN cc-by Clinical Proteomics 2024-01-16

Abstract Purpose Alterations to mismatch repair (MMR) pathways are a known cause of cancer, particularly colorectal and endometrial carcinomas. Recently, checkpoint inhibitors have been approved for use in MMR-deficient cancers any type (Prasad et al. JAMA Oncol 4:157–158, 2018). Functional studies breast cancer shown associations between MMR loss, resistance aromatase sensitivity palbociclib (Haricharan Cancer Discov 7:1168–1183, 2017). Herein, we investigate the clinical meaning deficiency...

10.1007/s10549-019-05438-y article EN cc-by Breast Cancer Research and Treatment 2019-09-14
Joshua M. Wang Runyu Hong Elizabeth G. Demicco Jimin Tan Rossana Lazcano and 95 more André L. Moreira Yize Li Anna Calinawan Narges Razavian Tobias Schraink Michael A. Gillette Gilbert S. Omenn Eunkyung An Henry Rodriguez Aristotelis Tsirigos Kelly V. Ruggles Li Ding Ana I. Robles D.R. Mani Karin Rodland Alexander J. Lazar Wenke Liu David Fenyö François Aguet Yo Akiyama Shankara Anand Meenakshi Anurag Özgün Babur Jasmin Bavarva Chet Birger Michael J. Birrer Lewis C. Cantley Song Cao Steven A. Carr Michele Ceccarelli Daniel W. Chan Arul M. Chinnaiyan Hanbyul Cho Shrabanti Chowdhury Marcin Cieślik Karl R. Clauser Antonio Colaprico Daniel Cui Zhou Felipe da Veiga Leprevost Corbin Day Saravana M. Dhanasekaran Marcin J. Domagalski Yongchao Dou Brian J. Druker Nathan Edwards Matthew J. Ellis Myvizhi Esai Selvan Steven M. Foltz Alicia Francis Yifat Geffen Gad Getz Tania J. González-Robles Sara J.C. Gosline Zeynep H. Gümüş David I. Heiman Tara Hiltke Galen Hostetter Yingwei Hu Chen Huang Emily M. Huntsman Antonio Iavarone Eric J. Jaehnig Scott D. Jewell Jiayi Ji Wen Jiang Jared L. Johnson Lizabeth Katsnelson Karen A. Ketchum Iga Kołodziejczak Karsten Krug Chandan Kumar‐Sinha Jonathan T. Lei Wen-Wei Liang Yuxing Liao Caleb M. Lindgren Tao Liu Weiping Ma Fernanda Martins Rodrigues Wilson McKerrow Mehdi Mesri Alexey I. Nesvizhskii Chelsea J. Newton Robert Oldroyd Amanda G. Paulovich Samuel Payne Francesca Petralia Pietro Pugliese Boris Reva Dmitry Rykunov Shankha Satpathy Sara R. Savage Eric E. Schadt Michael Schnaubelt Stephan C. Schürer Zhiao Shi

We introduce a pioneering approach that integrates pathology imaging with transcriptomics and proteomics to identify predictive histology features associated critical clinical outcomes in cancer. utilize 2,755 H&E-stained histopathological slides from 657 patients across 6 cancer types CPTAC. Our models effectively recapitulate distinctions readily made by human pathologists: tumor vs. normal (AUROC = 0.995) tissue-of-origin 0.979). further investigate power on tasks not normally performed...

10.1016/j.xcrm.2023.101173 article EN cc-by Cell Reports Medicine 2023-08-14

Urothelial carcinoma in situ (CIS) is an aggressive phenotype of non-muscle-invasive bladder cancer. Molecular features unique to CIS compared high-grade papillary tumors are underexplored. RNA sequencing CIS, tumors, and normal urothelium showed lower immune marker expression tumors. We identified a 46-gene signature samples including selectively upregulated known druggable targets MTOR, TYK2, AXIN1, CPT1B, GAK, PIEZO1 downregulated BRD2 NDUFB2. High selected genes was significantly...

10.1016/j.isci.2024.109179 article EN cc-by-nc-nd iScience 2024-02-09
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