Prognostic correlation between specialized capillary endothelial cells and lung adenocarcinoma

被引:0
作者
Zhao, Rongchang [1 ]
Ding, Yan [1 ]
Han, Rongbo [2 ]
Ding, Rongjie [1 ]
Liu, Jun [1 ]
Zhu, Chunrong [3 ]
Ding, Dan [1 ]
Bao, Minhui [1 ]
机构
[1] Taixing Peoples Hosp, Dept Oncol, Taixing, Peoples R China
[2] Nanjing Med Univ, Affiliated Hosp 4, Dept Oncol, Nanjing, Peoples R China
[3] Soochow Univ, Affiliated Hosp 1, Dept Oncol, Suzhou, Peoples R China
关键词
LUAD; Stromal microenvironment; Capillary endothelial cell; Single; -cell; Prognosis; THERAPY RESISTANCE; GASTRIC-CANCER; BREAST-CANCER; ANGIOGENESIS; PATHWAY; GENE; EXPRESSION; IDENTIFICATION; P53;
D O I
10.1016/j.heliyon.2024.e28236
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: In-depth analysis of the functional changes occurring in endothelial cells (ECs) involved in capillary formation can help to elucidate the mechanism of tumour vascular growth. Methods: Appropriate datasets were retrieved from the GEO database to obtain single -cell data on LUAD samples and adjacent normal tissue samples. ECs were selected by an automatic annotation program in R and further subdivided based on reported EC marker genes. Functional changes in different types of capillary ECs were then visualized, and the concrete expression was classified by genetic data in the TCGA. Finally, a prognostic model was constructed to predict immunoinfiltration status, survival and drug therapy effects. Results: The LUAD data contained in the GSE183219 dataset were suitable for our analysis. After dimensionality reduction analysis and cell annotation, EC general capillary and EC aerocyte subsets as capillary specialized phenotypes showed a series of functional changes in tumour samples, with a total of 108 genes found to undergo functional changes. Use of CellPhoneDB revealed a close interaction of activity between ECs. After integration of TCGA, GSE68465 and GSE11969 datasets, the genes obtained were analysed by cluster analysis and risk model construction, identifying 8 genes. Drug sensitivity, immune cell and molecular differences can be accurately predicted. Conclusions: EC general capillary and EC aerocyte subsets are recognized capillary ECs in the tumour microenvironment, and the functional changes between them are relevant to the prognosis and treatment of LUAD patients and have the potential to be used in target therapy.
引用
收藏
页数:16
相关论文
共 65 条
  • [1] The lung microenvironment: an important regulator of tumour growth and metastasis
    Altorki, Nasser K.
    Markowitz, Geoffrey J.
    Gao, Dingcheng
    Port, Jeffrey L.
    Saxena, Ashish
    Stiles, Brendon
    McGraw, Timothy
    Mittal, Vivek
    [J]. NATURE REVIEWS CANCER, 2019, 19 (01) : 9 - 31
  • [2] Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage
    Aran, Dvir
    Looney, Agnieszka P.
    Liu, Leqian
    Wu, Esther
    Fong, Valerie
    Hsu, Austin
    Chak, Suzanna
    Naikawadi, Ram P.
    Wolters, Paul J.
    Abate, Adam R.
    Butte, Atul J.
    Bhattacharya, Mallar
    [J]. NATURE IMMUNOLOGY, 2019, 20 (02) : 163 - +
  • [3] NDRG1/Cap43/Drg-1 may Predict Tumor Angiogenesis and Poor Outcome in Patients with Lung Cancer
    Azuma, Koichi
    Kawahara, Akihiko
    Hattori, Satoshi
    Taira, Tomoki
    Tsurutani, Junji
    Watari, Kosuke
    Shibata, Tomohiro
    Murakami, Yuichi
    Takamori, Shinzo
    Ono, Mayumi
    Izumi, Hiroto
    Kage, Masayoshi
    Yanagawa, Takashi
    Nakagawa, Kazuhiko
    Hoshino, Tomoaki
    Kuwano, Michihiko
    [J]. JOURNAL OF THORACIC ONCOLOGY, 2012, 7 (05) : 779 - 789
  • [4] Exosome Transfer from Stromal to Breast Cancer Cells Regulates Therapy Resistance Pathways
    Boelens, Mirjam C.
    Wu, Tony J.
    Nabet, Barzin Y.
    Xu, Bihui
    Qiu, Yu
    Yoon, Taewon
    Azzam, Diana J.
    Victor, Christina Twyman-Saint
    Wiemann, Brianne Z.
    Ishwaran, Hemant
    ter Brugge, Petra J.
    Jonkers, Jos
    Slingerland, Joyce
    Minn, Andy J.
    [J]. CELL, 2014, 159 (03) : 499 - 513
  • [5] Turning foes to friends: targeting cancer-associated fibroblasts
    Chen, Xueman
    Song, Erwei
    [J]. NATURE REVIEWS DRUG DISCOVERY, 2019, 18 (02) : 99 - 115
  • [6] Cancer cells increase endothelial cell tube formation and survival by activating the PI3K/Akt signalling pathway
    Cheng, Hao-Wei
    Chen, Yi-Fang
    Wong, Jau-Min
    Weng, Chia-Wei
    Chen, Hsuan-Yu
    Yu, Sung-Liang
    Chen, Huei-Wen
    Yuan, Ang
    Chen, Jeremy J. W.
    [J]. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH, 2017, 36 : 1 - 13
  • [7] The complex role of tumor-infiltrating macrophages
    Christofides, Anthos
    Strauss, Laura
    Yeo, Alan
    Cao, Carol
    Charest, Alain
    Boussiotis, Vassiliki A.
    [J]. NATURE IMMUNOLOGY, 2022, 23 (08) : 1148 - 1156
  • [8] Integrated Analysis of TP53 Gene and Pathway Alterations in The Cancer Genome Atlas
    Donehower, Lawrence A.
    Soussi, Thierry
    Korkut, Anil
    Liu, Yuexin
    Schultz, Andre
    Cardenas, Maria
    Li, Xubin
    Babur, Ozgun
    Hsu, Teng-Kuei
    Lichtarge, Olivier
    Weinstein, John N.
    Akbani, Rehan
    Wheeler, David A.
    [J]. CELL REPORTS, 2019, 28 (05): : 1370 - +
  • [9] CellPhoneDB: inferring cell-cell communication from combined expression of multi-subunit ligand-receptor complexes
    Efremova, Mirjana
    Vento-Tormo, Miquel
    Teichmann, Sarah A.
    Vento-Tormo, Roser
    [J]. NATURE PROTOCOLS, 2020, 15 (04) : 1484 - 1506
  • [10] THE IMPLICATIONS OF ANGIOGENESIS FOR THE BIOLOGY AND THERAPY OF CANCER METASTASIS
    FIDLER, IJ
    ELLIS, LM
    [J]. CELL, 1994, 79 (02) : 185 - 188