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The histologic phenotype of lung cancers may be driven by transcriptomic features rather than genomic characteristics

Ming Tang, Hussein A Abbas, Marcelo Vailati Negrao, Maheshwari Ramineni, Xin Hu, Junya Fujimoto, Alexdrandre Reuben, Susan Varghese, Jianhua Zhang, Jun Li, Chi-Wan Chow, Xizeng Mao, Xingzhi Song, Won-chul Lee, Jia Wu, Latasha Little, Curtis Gumbs, Carmen Behrens, Cesar Moran, Annikka Weissferdt, J.Jack Lee, Boris Sepesi, Stephen Swisher, John V. Heymach, Ignacio I. Wistuba, P. Andrew Futreal, Neda Kalhor, Jianjun Zhang
doi: https://doi.org/10.1101/2021.01.01.425056
Ming Tang
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Hussein A Abbas
2Medical Oncology Fellowship, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Marcelo Vailati Negrao
3Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Maheshwari Ramineni
4Department of Pathology, Baylor College of Medicine, Houston, TX, 77030, USA
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Xin Hu
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Junya Fujimoto
5Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Alexdrandre Reuben
3Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Susan Varghese
3Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Jianhua Zhang
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Jun Li
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Chi-Wan Chow
5Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Xizeng Mao
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Xingzhi Song
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Won-chul Lee
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Jia Wu
6Department of Imaging Physics, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Latasha Little
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Curtis Gumbs
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Carmen Behrens
3Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Cesar Moran
7Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Annikka Weissferdt
7Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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J.Jack Lee
8Department of Biostatistics, Division of Basic Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Boris Sepesi
9Department of Thoracic Surgery, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Stephen Swisher
9Department of Thoracic Surgery, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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John V. Heymach
3Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Ignacio I. Wistuba
5Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
3Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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P. Andrew Futreal
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Neda Kalhor
7Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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Jianjun Zhang
1Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
3Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
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  • For correspondence: jzhang20@mdanderson.org
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Abstract

Histology plays an essential role in therapeutic decision-making for lung cancer patients. However, the molecular determinants of lung cancer histology are largely unknown. We conducted whole-exome sequencing(WES) and microarray profiling on 19 micro-dissected tumor regions of different histologic subtypes from 9 patients with lung cancers of mixed histology. A median of 68.9% of point mutations and 83% of copy number aberrations were shared between different histologic components within the same tumors. Furthermore, different histologic components within the tumors demonstrated similar subclonal architecture. On the other hand, transcriptomic profiling revealed shared pathways between the same histologic subtypes from different patients, which was supported by the analyses of the transcriptomic data from 141 cell lines and 343 lung cancers of different histologic subtypes. These data suggest that histology of lung cancers may be determined at the transcriptomic level rather than the genomic level.

Competing Interest Statement

Dr. Zhang reports research funding from Merck, Johnson and Johnson, and consultant fees from BMS, Johnson and Johnson, AstraZeneca, Geneplus, OrigMed, Innovent outside the submitted work. Dr. Heymach reports research funding from AstraZeneca, GlaxoSmithKline, and Spectrum; consultant fees from AstraZeneca, Boehringer Ingelheim, Bristol-Myers Squibb, Catalyst, EMD Serono, Foundation Medicine, Hengrui Therapeutics, Genentech, GSK, Guardant Health, Eli Lilly, Merck, Novartis, Pfizer, Roche, Sanofi, Seattle Genetics, Spectrum, and Takeda; licensing fees from Spectrum. Dr. Kadara reports funding from Johnson and Johnson and Janssen Pharmaceuticals. Dr. Sepesi reports consultant fees from BMS. The other authors declare neither financial nor non-financial interests in the submitted work.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted January 04, 2021.
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The histologic phenotype of lung cancers may be driven by transcriptomic features rather than genomic characteristics
Ming Tang, Hussein A Abbas, Marcelo Vailati Negrao, Maheshwari Ramineni, Xin Hu, Junya Fujimoto, Alexdrandre Reuben, Susan Varghese, Jianhua Zhang, Jun Li, Chi-Wan Chow, Xizeng Mao, Xingzhi Song, Won-chul Lee, Jia Wu, Latasha Little, Curtis Gumbs, Carmen Behrens, Cesar Moran, Annikka Weissferdt, J.Jack Lee, Boris Sepesi, Stephen Swisher, John V. Heymach, Ignacio I. Wistuba, P. Andrew Futreal, Neda Kalhor, Jianjun Zhang
bioRxiv 2021.01.01.425056; doi: https://doi.org/10.1101/2021.01.01.425056
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The histologic phenotype of lung cancers may be driven by transcriptomic features rather than genomic characteristics
Ming Tang, Hussein A Abbas, Marcelo Vailati Negrao, Maheshwari Ramineni, Xin Hu, Junya Fujimoto, Alexdrandre Reuben, Susan Varghese, Jianhua Zhang, Jun Li, Chi-Wan Chow, Xizeng Mao, Xingzhi Song, Won-chul Lee, Jia Wu, Latasha Little, Curtis Gumbs, Carmen Behrens, Cesar Moran, Annikka Weissferdt, J.Jack Lee, Boris Sepesi, Stephen Swisher, John V. Heymach, Ignacio I. Wistuba, P. Andrew Futreal, Neda Kalhor, Jianjun Zhang
bioRxiv 2021.01.01.425056; doi: https://doi.org/10.1101/2021.01.01.425056

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