PANoptosis subtypes predict prognosis and immune efficacy in gastric cancer

被引:9
作者
Liu, Zitao [1 ]
Sun, Liang [1 ]
Peng, Xingyu [1 ]
Zhu, Jinfeng [1 ,2 ]
Wu, Changlei [1 ]
Zhu, Wenjie [1 ]
Huang, Chao [1 ]
Zhu, Zhengming [1 ]
机构
[1] Nanchang Univ, Dept Gen Surg, Affiliated Hosp 2, 1 MinDe Rd, Nanchang 330006, Jiangxi, Peoples R China
[2] Changsha Med Univ, Hunan Key Lab Res & Dev Novel Pharmaceut Preparat, Changsha, Peoples R China
关键词
PANoptosis; PANoptosome; Gastric cancer; Tumor microenvironment; Immunotherapy; CELL-DEATH;
D O I
10.1007/s10495-023-01931-4
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
PANoptosis is a form of inflammatory programmed cell death that is regulated by the PANoptosome. This PANoptosis possesses key characteristics of pyroptosis, apoptosis, and necroptosis, yet cannot be fully explained by any of these cell death modes. The unique nature of this cell death mechanism has garnered significant interest. However, the specific role of PANoptosis-associated features in gastric cancer (GC) is still uncertain. Patients were categorized into different PAN subtypes based on the expression of genes related to the PANoptosome. We conducted a systematic analysis to investigate the variations in prognosis and tumor microenvironment (TME) among these subtypes. Furthermore, we developed a risk score, called PANoptosis-related risk score (PANS), which is constructed from genes associated with the PANoptosis. We comprehensively analyzed the correlation between PANS and GC prognosis, TME, immunotherapy efficacy and chemotherapeutic drug sensitivity. Additionally, we performed in vitro experiments to validate the impact of Keratin 7 (KRT7) on GC. We identified two PAN subtypes (PANcluster A and B). PANoptosome genes were highly expressed in PANcluster A. PANcluster A has the characteristics of favorable prognosis, abundant infiltration of anti-tumor lymphocytes, and sensitivity to immunotherapy, thus it was categorized as an immune-inflammatory type. Meanwhile, our constructed PANS can effectively predict the prognosis and immune efficacy of GC. Patients with low PANS have a good prognosis, and have the characteristics of high tumor mutation load (TMB), high microsatellite instability (MSI), low tumor purity and sensitivity to immunotherapy. In addition, PANS can also identify suitable populations for different chemotherapy drugs. Finally, we confirmed that KRT7 is highly expressed in GC. Knocking down the expression of KRT7 significantly weakens the proliferation and migration abilities of GC cells. The models based on PANoptosis signature help to identify the TME features of GC and can effectively predict the prognosis and immune efficacy of GC. Furthermore, the experimental verification results of KRT7 provide theoretical support for anti-tumor treatment.
引用
收藏
页码:799 / 815
页数:17
相关论文
共 40 条
  • [11] Developing a definition of immune exclusion in cancer: results of a modified Delphi workshop
    Clifton, Guy Travis
    Rothenberg, Mace
    Ascierto, Paolo Antonio
    Begley, Glenn
    Cecchini, Michael
    Eder, Joseph Paul
    Ghiringhelli, Francois
    Italiano, Antoine
    Kochetkova, Marina
    Li, Rong
    Mechta-Grigoriou, Fatima
    Pai, Sara, I
    Provenzano, Paolo
    Pure, Ellen
    Ribas, Antoni
    Schalper, Kurt A.
    Fridman, Wolf Herve
    [J]. JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2023, 11 (06)
  • [12] A Keratin 7 and E-Cadherin Signature Is Highly Predictive of Tubo-Ovarian High-Grade Serous Carcinoma Prognosis
    Communal, Laudine
    Roy, Noemi
    Cahuzac, Maxime
    Rahimi, Kurosh
    Kobel, Martin
    Provencher, Diane M.
    Mes-Masson, Anne-Marie
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (10)
  • [13] MUC1 is associated with TFF2 methylation in gastric cancer
    Ge, Yuqiu
    Ma, Gaoxiang
    Liu, Hanting
    Lin, Yadi
    Zhang, Gang
    Du, Mulong
    Wang, Meilin
    Chu, Haiyan
    Zhang, Haiyan
    Zhang, Zhengdong
    [J]. CLINICAL EPIGENETICS, 2020, 12 (01)
  • [14] It's All in the PAN: Crosstalk, Plasticity, Redundancies, Switches, and Interconnectedness Encompassed by PANoptosis Underlying the Totality of Cell Death-Associated Biological Effects
    Gullett, Jessica M.
    Tweedell, Rebecca E.
    Kanneganti, Thirumala-Devi
    [J]. CELLS, 2022, 11 (09)
  • [15] Cell death, therapeutics, and the immune response in cancer
    Haenggi, Kay
    Ruffell, Brian
    [J]. TRENDS IN CANCER, 2023, 9 (05) : 381 - 396
  • [16] Comparative study between endoscopic submucosal dissection and surgery in patients with early gastric cancer
    Hahn, Kyu Yeon
    Park, Chan Hyuk
    Lee, Yong Kang
    Chung, Hyunsoo
    Park, Jun Chul
    Shin, Sung Kwan
    Lee, Yong Chan
    Kim, Hyoung-Il
    Cheong, Jae-Ho
    Hyung, Woo Jin
    Noh, Sung Hoon
    Lee, Sang Kil
    [J]. SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2018, 32 (01): : 73 - 86
  • [17] Exploring PANoptosis in breast cancer based on scRNA-seq and bulk-seq
    He, Puxing
    Ma, Yixuan
    Wu, Yaolu
    Zhou, Qing
    Du, Huan
    [J]. FRONTIERS IN ENDOCRINOLOGY, 2023, 14
  • [18] Analysis of PANoptosis-Related LncRNA-miRNA-mRNA Network Reveals LncRNA SNHG7 Involved in Chemo-Resistance in Colon Adenocarcinoma
    Huang, Jingjing
    Jiang, Shiyao
    Liang, Lu
    He, Hua
    Liu, Yueying
    Cong, Li
    Jiang, Yiqun
    [J]. FRONTIERS IN ONCOLOGY, 2022, 12
  • [19] Japanese gastric cancer treatment guidelines 2018 (5th edition)
    Japanese Gastric Cancer Association
    [J]. GASTRIC CANCER, 2021, 24 (01) : 1 - 21
  • [20] Interferon regulatory factor 1 regulates PANoptosis to prevent colorectal cancer
    Karki, Rajendra
    Sharma, Bhesh Raj
    Lee, Ein
    Banoth, Balaji
    Malireddi, R. K. Subbarao
    Samir, Parimal
    Tuladhar, Shraddha
    Mummareddy, Harisankeerth
    Burton, Amanda R.
    Vogel, Peter
    Kanneganti, Thirumala-Devi
    [J]. JCI INSIGHT, 2020, 5 (12)