Literature DB >> 29410488

Multiregion gene expression profiling reveals heterogeneity in molecular subtypes and immunotherapy response signatures in lung cancer.

Won-Chul Lee1,2, Lixia Diao3, Jing Wang3, Jianhua Zhang1, Emily B Roarty2, Susan Varghese2, Chi-Wan Chow4, Junya Fujimoto4, Carmen Behrens2, Tina Cascone2, Weiyi Peng5, Neda Kalhor6, Cesar A Moran6, Annikka Weissferdt6, Faye M Johnson2, William N William2, Stephen G Swisher7, J Jack Lee8, Waun Ki Hong2, John V Heymach2, Ignacio I Wistuba9,10, P Andrew Futreal11, Jianjun Zhang12,13.   

Abstract

Intra-tumor heterogeneity may be present at all molecular levels. Genomic intra-tumor heterogeneity at the exome level has been reported in many cancer types, but comprehensive gene expression intra-tumor heterogeneity has not been well studied. Here, we delineated the gene expression intra-tumor heterogeneity by exploring gene expression profiles of 35 tumor regions from 10 non-small cell lung cancer tumors (three or four regions/tumor), including adenocarcinoma, squamous cell carcinoma, large-cell carcinoma, and pleomorphic carcinoma of the lung. Using Affymetrix Gene 1.0 ST arrays, we generated the gene expression data for every sample. Inter-tumor heterogeneity was generally higher than intra-tumor heterogeneity, but some tumors showed a substantial level of intra-tumor heterogeneity. The analysis of various clinically relevant gene expression signatures including molecular subtype, epithelial-to-mesenchymal transition, and anti-PD-1 resistance signatures also revealed heterogeneity between different regions of the same tumor. The gene expression intra-tumor heterogeneity we observed was associated with heterogeneous tumor microenvironments represented by stromal and immune cells infiltrated. Our data suggest that RNA-based prognostic or predictive molecular tests should be carefully conducted in consideration of the gene expression intra-tumor heterogeneity.

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Year:  2018        PMID: 29410488     DOI: 10.1038/s41379-018-0029-3

Source DB:  PubMed          Journal:  Mod Pathol        ISSN: 0893-3952            Impact factor:   7.842


  28 in total

1.  Resistance to Immunotherapy: Mechanisms and Means for Overcoming.

Authors:  Mohamad A Salkeni; John Y Shin; James L Gulley
Journal:  Adv Exp Med Biol       Date:  2021       Impact factor: 2.622

2.  Clinical Implications of Inter- and Intratumor Heterogeneity of Immune Cell Markers in Lung Cancer.

Authors:  Wei Zhao; Bin Zhu; Amy Hutchinson; Angela Cecilia Pesatori; Dario Consonni; Neil E Caporaso; Tongwu Zhang; Difei Wang; Jianxin Shi; Maria Teresa Landi
Journal:  J Natl Cancer Inst       Date:  2022-02-07       Impact factor: 13.506

Review 3.  Harnessing the predictive power of preclinical models for oncology drug development.

Authors:  Alexander Honkala; Sanjay V Malhotra; Shivaani Kummar; Melissa R Junttila
Journal:  Nat Rev Drug Discov       Date:  2021-10-26       Impact factor: 84.694

4.  Assessing dynamic metabolic heterogeneity in non-small cell lung cancer patients via ultra-high sensitivity total-body [18F]FDG PET/CT imaging: quantitative analysis of [18F]FDG uptake in primary tumors and metastatic lymph nodes.

Authors:  DaQuan Wang; Xu Zhang; Bo Qiu; SongRan Liu; Hui Liu; ChaoJie Zheng; Jia Fu; YiWen Mo; NaiBin Chen; Rui Zhou; Chu Chu; FangJie Liu; JinYu Guo; Yin Zhou; Yun Zhou; Wei Fan; Hui Liu
Journal:  Eur J Nucl Med Mol Imaging       Date:  2022-07-11       Impact factor: 10.057

5.  Evolution of Genomic and T-cell Repertoire Heterogeneity of Malignant Pleural Mesothelioma Under Dasatinib Treatment.

Authors:  Runzhe Chen; Won-Chul Lee; Anne S Tsao; Jianjun Zhang; Junya Fujimoto; Jun Li; Xin Hu; Reza Mehran; David Rice; Stephen G Swisher; Boris Sepesi; Hai T Tran; Chi-Wan Chow; Latasha D Little; Curtis Gumbs; Cara Haymaker; John V Heymach; Ignacio I Wistuba; J Jack Lee; P Andrew Futreal; Jianhua Zhang; Alexandre Reuben
Journal:  Clin Cancer Res       Date:  2020-08-14       Impact factor: 12.531

6.  A clonal expression biomarker associates with lung cancer mortality.

Authors:  Dhruva Biswas; Nicolai J Birkbak; Rachel Rosenthal; Crispin T Hiley; Emilia L Lim; Krisztian Papp; Stefan Boeing; Marcin Krzystanek; Dijana Djureinovic; Linnea La Fleur; Maria Greco; Balázs Döme; János Fillinger; Hans Brunnström; Yin Wu; David A Moore; Marcin Skrzypski; Christopher Abbosh; Kevin Litchfield; Maise Al Bakir; Thomas B K Watkins; Selvaraju Veeriah; Gareth A Wilson; Mariam Jamal-Hanjani; Judit Moldvay; Johan Botling; Arul M Chinnaiyan; Patrick Micke; Allan Hackshaw; Jiri Bartek; Istvan Csabai; Zoltan Szallasi; Javier Herrero; Nicholas McGranahan; Charles Swanton
Journal:  Nat Med       Date:  2019-10-07       Impact factor: 53.440

7.  Immune evolution from preneoplasia to invasive lung adenocarcinomas and underlying molecular features.

Authors:  Hitoshi Dejima; Xin Hu; Runzhe Chen; Jiexin Zhang; Junya Fujimoto; Edwin R Parra; Cara Haymaker; Shawna M Hubert; Dzifa Duose; Luisa M Solis; Dan Su; Junya Fukuoka; Kazuhiro Tabata; Hoa H N Pham; Nicholas Mcgranahan; Baili Zhang; Jie Ye; Lisha Ying; Latasha Little; Curtis Gumbs; Chi-Wan Chow; Marcos Roberto Estecio; Myrna C B Godoy; Mara B Antonoff; Boris Sepesi; Harvey I Pass; Carmen Behrens; Jianhua Zhang; Ara A Vaporciyan; John V Heymach; Paul Scheet; J Jack Lee; Jia Wu; P Andrew Futreal; Alexandre Reuben; Humam Kadara; Ignacio I Wistuba; Jianjun Zhang
Journal:  Nat Commun       Date:  2021-05-11       Impact factor: 14.919

8.  Multi-Institutional Prospective Validation of Prognostic mRNA Signatures in Early Stage Squamous Lung Cancer (Alliance).

Authors:  Raphael Bueno; William G Richards; David H Harpole; Karla V Ballman; Ming-Sound Tsao; Zhengming Chen; Xiaofei Wang; Guoan Chen; Lucian R Chirieac; M Herman Chui; Wilbur A Franklin; Thomas J Giordano; Ramaswamy Govindan; Mary-Beth Joshi; Daniel T Merrick; Christopher J Rivard; Thomas Sporn; Adrie van Bokhoven; Hui Yu; Frances A Shepherd; Mark A Watson; David G Beer; Fred R Hirsch
Journal:  J Thorac Oncol       Date:  2020-07-24       Impact factor: 15.609

Review 9.  The role of tumor heterogeneity in immune-tumor interactions.

Authors:  Shelby M Knoche; Alaina C Larson; Bailee H Sliker; Brittany J Poelaert; Joyce C Solheim
Journal:  Cancer Metastasis Rev       Date:  2021-03-08       Impact factor: 9.237

10.  PhyliCS: a Python library to explore scCNA data and quantify spatial tumor heterogeneity.

Authors:  Marilisa Montemurro; Elena Grassi; Carmelo Gabriele Pizzino; Andrea Bertotti; Elisa Ficarra; Gianvito Urgese
Journal:  BMC Bioinformatics       Date:  2021-07-03       Impact factor: 3.169

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