IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-33282-0.html
   My bibliography  Save this article

Proteomic characterization of gastric cancer response to chemotherapy and targeted therapy reveals potential therapeutic strategies

Author

Listed:
  • Yan Li

    (Fudan University)

  • Chen Xu

    (Fudan University)

  • Bing Wang

    (Henan Normal University)

  • Fujiang Xu

    (Fudan University
    The Affiliated Hospital of Southwest Medical University)

  • Fahan Ma

    (Fudan University)

  • Yuanyuan Qu

    (Fudan University Shanghai Cancer Center
    Shanghai Medical College
    Shanghai Genitourinary Cancer Institute)

  • Dongxian Jiang

    (Fudan University)

  • Kai Li

    (Fudan University)

  • Jinwen Feng

    (Fudan University)

  • Sha Tian

    (Fudan University)

  • Xiaohui Wu

    (Fudan University)

  • Yunzhi Wang

    (Fudan University)

  • Yang Liu

    (Fudan University)

  • Zhaoyu Qin

    (Fudan University)

  • Yalan Liu

    (Fudan University)

  • Jing Qin

    (Fudan University)

  • Qi Song

    (Fudan University)

  • Xiaolei Zhang

    (Fudan University)

  • Akesu Sujie

    (Fudan University)

  • Jie Huang

    (Fudan University)

  • Tianshu Liu

    (Fudan University)

  • Kuntang Shen

    (Fudan University)

  • Jian-Yuan Zhao

    (Shanghai Jiao Tong University School of Medicine
    Zhengzhou University)

  • Yingyong Hou

    (Fudan University)

  • Chen Ding

    (Fudan University)

Abstract

Chemotherapy and targeted therapy are the major treatments for gastric cancer (GC), but drug resistance limits its effectiveness. Here, we profile the proteome of 206 tumor tissues from patients with GC undergoing either chemotherapy or anti-HER2-based therapy. Proteome-based classification reveals four subtypes (G-I–G-IV) related to different clinical and molecular features. MSI-sig high GC patients benefit from docetaxel combination treatment, accompanied by anticancer immune response. Further study reveals patients with high T cell receptor signaling respond to anti-HER2-based therapy; while activation of extracellular matrix/PI3K-AKT pathway impair anti-tumor effect of trastuzumab. We observe CTSE functions as a cell intrinsic enhancer of chemosensitivity of docetaxel, whereas TKTL1 functions as an attenuator. Finally, we develop prognostic models with high accuracy to predict therapeutic response, further validated in an independent validation cohort. This study provides a rich resource for investigating the mechanisms and indicators of chemotherapy and targeted therapy in GC.

Suggested Citation

  • Yan Li & Chen Xu & Bing Wang & Fujiang Xu & Fahan Ma & Yuanyuan Qu & Dongxian Jiang & Kai Li & Jinwen Feng & Sha Tian & Xiaohui Wu & Yunzhi Wang & Yang Liu & Zhaoyu Qin & Yalan Liu & Jing Qin & Qi Son, 2022. "Proteomic characterization of gastric cancer response to chemotherapy and targeted therapy reveals potential therapeutic strategies," Nature Communications, Nature, vol. 13(1), pages 1-26, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-33282-0
    DOI: 10.1038/s41467-022-33282-0
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-33282-0
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-33282-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sai Ge & Xia Xia & Chen Ding & Bei Zhen & Quan Zhou & Jinwen Feng & Jiajia Yuan & Rui Chen & Yumei Li & Zhongqi Ge & Jiafu Ji & Lianhai Zhang & Jiayuan Wang & Zhongwu Li & Yumei Lai & Ying Hu & Yanyan, 2018. "A proteomic landscape of diffuse-type gastric cancer," Nature Communications, Nature, vol. 9(1), pages 1-16, December.
    2. David A. Barbie & Pablo Tamayo & Jesse S. Boehm & So Young Kim & Susan E. Moody & Ian F. Dunn & Anna C. Schinzel & Peter Sandy & Etienne Meylan & Claudia Scholl & Stefan Fröhling & Edmond M. Chan & Ma, 2009. "Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1," Nature, Nature, vol. 462(7269), pages 108-112, November.
    3. Björn Schwanhäusser & Dorothea Busse & Na Li & Gunnar Dittmar & Johannes Schuchhardt & Jana Wolf & Wei Chen & Matthias Selbach, 2011. "Global quantification of mammalian gene expression control," Nature, Nature, vol. 473(7347), pages 337-342, May.
    4. Jordi Barretina & Giordano Caponigro & Nicolas Stransky & Kavitha Venkatesan & Adam A. Margolin & Sungjoon Kim & Christopher J.Wilson & Joseph Lehár & Gregory V. Kryukov & Dmitriy Sonkin & Anupama Red, 2012. "Addendum: The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity," Nature, Nature, vol. 492(7428), pages 290-290, December.
    5. Yang Li & Cui-Fang Yao & Fu-Jiang Xu & Yuan-Yuan Qu & Jia-Tao Li & Yan Lin & Zhong-Lian Cao & Peng-Cheng Lin & Wei Xu & Shi-Min Zhao & Jian-Yuan Zhao, 2019. "APC/CCDH1 synchronizes ribose-5-phosphate levels and DNA synthesis to cell cycle progression," Nature Communications, Nature, vol. 10(1), pages 1-16, December.
    6. Jordi Barretina & Giordano Caponigro & Nicolas Stransky & Kavitha Venkatesan & Adam A. Margolin & Sungjoon Kim & Christopher J. Wilson & Joseph Lehár & Gregory V. Kryukov & Dmitriy Sonkin & Anupama Re, 2012. "The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity," Nature, Nature, vol. 483(7391), pages 603-607, March.
    7. Ying Jiang & Aihua Sun & Yang Zhao & Wantao Ying & Huichuan Sun & Xinrong Yang & Baocai Xing & Wei Sun & Liangliang Ren & Bo Hu & Chaoying Li & Li Zhang & Guangrong Qin & Menghuan Zhang & Ning Chen & , 2019. "Proteomics identifies new therapeutic targets of early-stage hepatocellular carcinoma," Nature, Nature, vol. 567(7747), pages 257-261, March.
    8. Hue M. La & Jinyue Liao & Julien M. D. Legrand & Fernando J. Rossello & Ai-Leen Chan & Vijesh Vaghjiani & Jason E. Cain & Antonella Papa & Tin Lap Lee & Robin M. Hobbs, 2022. "Distinctive molecular features of regenerative stem cells in the damaged male germline," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    9. Sai Ge & Xia Xia & Chen Ding & Bei Zhen & Quan Zhou & Jinwen Feng & Jiajia Yuan & Rui Chen & Yumei Li & Zhongqi Ge & Jiafu Ji & Lianhai Zhang & Jiayuan Wang & Zhongwu Li & Yumei Lai & Ying Hu & Yanyan, 2018. "Author Correction: A proteomic landscape of diffuse-type gastric cancer," Nature Communications, Nature, vol. 9(1), pages 1-1, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hailiang Zhang & Lin Bai & Xin-Qiang Wu & Xi Tian & Jinwen Feng & Xiaohui Wu & Guo-Hai Shi & Xiaoru Pei & Jiacheng Lyu & Guojian Yang & Yang Liu & Wenhao Xu & Aihetaimujiang Anwaier & Yu Zhu & Da-Long, 2023. "Proteogenomics of clear cell renal cell carcinoma response to tyrosine kinase inhibitor," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    2. Yan Li & Bing Wang & Wentao Yang & Fahan Ma & Jianling Zou & Kai Li & Subei Tan & Jinwen Feng & Yunzhi Wang & Zhaoyu Qin & Zhiyu Chen & Chen Ding, 2024. "Longitudinal plasma proteome profiling reveals the diversity of biomarkers for diagnosis and cetuximab therapy response of colorectal cancer," Nature Communications, Nature, vol. 15(1), pages 1-23, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhenmei Yao & Ning Xu & Guoguo Shang & Haixing Wang & Hui Tao & Yunzhi Wang & Zhaoyu Qin & Subei Tan & Jinwen Feng & Jiajun Zhu & Fahan Ma & Sha Tian & Qiao Zhang & Yuanyuan Qu & Jun Hou & Jianming Gu, 2023. "Proteogenomics of different urothelial bladder cancer stages reveals distinct molecular features for papillary cancer and carcinoma in situ," Nature Communications, Nature, vol. 14(1), pages 1-25, December.
    2. Yan Li & Bing Wang & Wentao Yang & Fahan Ma & Jianling Zou & Kai Li & Subei Tan & Jinwen Feng & Yunzhi Wang & Zhaoyu Qin & Zhiyu Chen & Chen Ding, 2024. "Longitudinal plasma proteome profiling reveals the diversity of biomarkers for diagnosis and cetuximab therapy response of colorectal cancer," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    3. Lingling Li & Dongxian Jiang & Hui Liu & Chunmei Guo & Rui Zhao & Qiao Zhang & Chen Xu & Zhaoyu Qin & Jinwen Feng & Yang Liu & Haixing Wang & Weijie Chen & Xue Zhang & Bin Li & Lin Bai & Sha Tian & Su, 2023. "Comprehensive proteogenomic characterization of early duodenal cancer reveals the carcinogenesis tracks of different subtypes," Nature Communications, Nature, vol. 14(1), pages 1-24, December.
    4. Wenhao Shi & Yushen Wang & Chen Xu & Yan Li & Sai Ge & Bin Bai & Kecheng Zhang & Yunzhi Wang & Nairen Zheng & Juan Wang & Shiqi Wang & Gang Ji & Jipeng Li & Yongzhan Nie & Wenquan Liang & Xiaosong Wu , 2023. "Multilevel proteomic analyses reveal molecular diversity between diffuse-type and intestinal-type gastric cancer," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    5. Lingling Li & Dongxian Jiang & Qiao Zhang & Hui Liu & Fujiang Xu & Chunmei Guo & Zhaoyu Qin & Haixing Wang & Jinwen Feng & Yang Liu & Weijie Chen & Xue Zhang & Lin Bai & Sha Tian & Subei Tan & Chen Xu, 2023. "Integrative proteogenomic characterization of early esophageal cancer," Nature Communications, Nature, vol. 14(1), pages 1-28, December.
    6. Julia Joung & Paul C. Kirchgatterer & Ankita Singh & Jang H. Cho & Suchita P. Nety & Rebecca C. Larson & Rhiannon K. Macrae & Rebecca Deasy & Yuen-Yi Tseng & Marcela V. Maus & Feng Zhang, 2022. "CRISPR activation screen identifies BCL-2 proteins and B3GNT2 as drivers of cancer resistance to T cell-mediated cytotoxicity," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    7. Seungyeul Yoo & Abhilasha Sinha & Dawei Yang & Nasser K. Altorki & Radhika Tandon & Wenhui Wang & Deebly Chavez & Eunjee Lee & Ayushi S. Patel & Takashi Sato & Ranran Kong & Bisen Ding & Eric E. Schad, 2022. "Integrative network analysis of early-stage lung adenocarcinoma identifies aurora kinase inhibition as interceptor of invasion and progression," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    8. Alon Stern & Mariam Fokra & Boris Sarvin & Ahmad Abed Alrahem & Won Dong Lee & Elina Aizenshtein & Nikita Sarvin & Tomer Shlomi, 2023. "Inferring mitochondrial and cytosolic metabolism by coupling isotope tracing and deconvolution," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    9. Yanli Liu & Zhong Wu & Jin Zhou & Dinesh K. A. Ramadurai & Katelyn L. Mortenson & Estrella Aguilera-Jimenez & Yifei Yan & Xiaojun Yang & Alison M. Taylor & Katherine E. Varley & Jason Gertz & Peter S., 2021. "A predominant enhancer co-amplified with the SOX2 oncogene is necessary and sufficient for its expression in squamous cancer," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    10. Sayantani Ghosh Dastidar & Bony Kumar & Bo Lauckner & Damien Parrello & Danielle Perley & Maria Vlasenok & Antariksh Tyagi & Nii Koney-Kwaku Koney & Ata Abbas & Sergei Nechaev, 2023. "Transcriptional responses of cancer cells to heat shock-inducing stimuli involve amplification of robust HSF1 binding," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    11. Sumana Srivatsa & Hesam Montazeri & Gaia Bianco & Mairene Coto-Llerena & Mattia Marinucci & Charlotte K. Y. Ng & Salvatore Piscuoglio & Niko Beerenwinkel, 2022. "Discovery of synthetic lethal interactions from large-scale pan-cancer perturbation screens," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    12. Cemal Erdem & Sean M. Gross & Laura M. Heiser & Marc R. Birtwistle, 2023. "MOBILE pipeline enables identification of context-specific networks and regulatory mechanisms," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    13. Guidantonio Malagoli Tagliazucchi & Anna J. Wiecek & Eloise Withnell & Maria Secrier, 2023. "Genomic and microenvironmental heterogeneity shaping epithelial-to-mesenchymal trajectories in cancer," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    14. Philip East & Gavin P. Kelly & Dhruva Biswas & Michela Marani & David C. Hancock & Todd Creasy & Kris Sachsenmeier & Charles Swanton & Julian Downward & Sophie de Carné Trécesson, 2022. "RAS oncogenic activity predicts response to chemotherapy and outcome in lung adenocarcinoma," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    15. Caterina Bartolacci & Cristina Andreani & Gonçalo Vale & Stefano Berto & Margherita Melegari & Anna Colleen Crouch & Dodge L. Baluya & George Kemble & Kurt Hodges & Jacqueline Starrett & Katerina Poli, 2022. "Targeting de novo lipogenesis and the Lands cycle induces ferroptosis in KRAS-mutant lung cancer," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    16. Sanju Sinha & Karina Barbosa & Kuoyuan Cheng & Mark D. M. Leiserson & Prashant Jain & Anagha Deshpande & David M. Wilson & Bríd M. Ryan & Ji Luo & Ze’ev A. Ronai & Joo Sang Lee & Aniruddha J. Deshpand, 2021. "A systematic genome-wide mapping of oncogenic mutation selection during CRISPR-Cas9 genome editing," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    17. Shengli Li & Li Yuan & Zhi-Yuan Xu & Jing-Li Xu & Gui-Ping Chen & Xiaoqing Guan & Guang-Zhao Pan & Can Hu & Jinyun Dong & Yi-An Du & Li-Tao Yang & Mao-Wei Ni & Rui-Bin Jiang & Xiu Zhu & Hang Lv & Han-, 2023. "Integrative proteomic characterization of adenocarcinoma of esophagogastric junction," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    18. Zheqi Li & Olivia McGinn & Yang Wu & Amir Bahreini & Nolan M. Priedigkeit & Kai Ding & Sayali Onkar & Caleb Lampenfeld & Carol A. Sartorius & Lori Miller & Margaret Rosenzweig & Ofir Cohen & Nikhil Wa, 2022. "ESR1 mutant breast cancers show elevated basal cytokeratins and immune activation," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    19. Bingzhen Chen & Wenjuan Zhai & Lingchen Kong, 2022. "Variable selection and collinearity processing for multivariate data via row-elastic-net regularization," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(1), pages 79-96, March.
    20. Hao Wang & R. Alejandro Sica & Gurbakhash Kaur & Phillip M. Galbo & Zhixin Jing & Christopher D. Nishimura & Xiaoxin Ren & Ankit Tanwar & Bijan Etemad-Gilbertson & Britta Will & Deyou Zheng & David Fo, 2024. "TMIGD2 is an orchestrator and therapeutic target on human acute myeloid leukemia stem cells," Nature Communications, Nature, vol. 15(1), pages 1-17, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-33282-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.