Prognostic value of infiltrating immune cells in clear cell renal cell carcinoma (ccRCC)

被引:15
作者
Liu, Shiyi [1 ]
Li, Saijiao [2 ]
Wang, Yanqing [1 ]
Wang, Feiyan [1 ]
Zhang, Li [1 ]
Xian, Shu [1 ]
Yang, Dongyong [1 ]
Yuan, Mengqin [1 ]
Dai, Fangfang [1 ]
Zhao, Xin [1 ]
Liu, Yuping [1 ]
Jin, Yumeng [1 ]
Zeng, Zihang [3 ]
Mahgoub, Omer Kamal Ahmed [1 ]
Zhou, Chenliang [4 ]
Cheng, Yanxiang [1 ]
机构
[1] Wuhan Univ, Renmin Hosp, Dept Obstet & Gynecol, JieFang Rd 238, Wuhan 430060, Hubei, Peoples R China
[2] Wuhan Univ, Renmin Hosp, Dept Reprod Med Ctr, Wuhan 430060, Hubei, Peoples R China
[3] Wuhan Univ, Zhongnan Hosp, Dept Tumor Ctr, Wuhan 430071, Hubei, Peoples R China
[4] Wuhan Univ, Renmin Hosp, Dept Crit Care Med Ctr, JieFang Rd 238, Wuhan 430060, Hubei, Peoples R China
关键词
immunotherapy; mutation; prognosis; TCGA; tumor microenvironment; CANCER; THERAPY;
D O I
10.1002/jcb.29479
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
In this study, we attempted to evaluate the prognostic value of infiltrating immune/stromal cells in clear cell renal cell carcinoma (ccRCC), by using the immune scores and stromal scores based on the "Estimation of STromal and Immune cells in MAlignant Tumours using Expression data" algorithm to represent the levels of infiltrating immune cells and stromal cells. We found that the infiltrating immune cells were associated with poor prognosis of ccRCC. To assess the role of infiltrating immune cells in ccRCC cells, first, we performed differentially expressed genes analysis and functional analysis for validation. The results showed that the underlying mechanism by which infiltrating immune cells promoted cancer progression involved in regulating the nuclear division, angiogenesis, and immune response. Next, we investigated the relationship between infiltrating immune cells and mutations in ccRCC cells. We found that the infiltrating immune cells have certain effects on genetic mutations. In conclusion, infiltrating immune cells within the tumor microenvironment can be used to predict prognosis in ccRCC.
引用
收藏
页码:2571 / 2581
页数:11
相关论文
共 29 条
  • [11] Population genetic testing for cancer susceptibility: founder mutations to genomes (vol 13, pg 41, 2016)
    Foulkes, William D.
    Knoppers, Bartha Maria
    Turnbull, Clare
    [J]. NATURE REVIEWS CLINICAL ONCOLOGY, 2016, 13 (01) : 41 - 54
  • [12] VHL, the story of a tumour suppressor gene
    Gossage, Lucy
    Eisen, Tim
    Maher, Eamonn R.
    [J]. NATURE REVIEWS CANCER, 2015, 15 (01) : 55 - 64
  • [13] Mining TCGA database for genes of prognostic value in glioblastoma microenvironment
    Jia, Di
    Li, Shenglan
    Li, Dali
    Xue, Haipeng
    Yang, Dan
    Liu, Ying
    [J]. AGING-US, 2018, 10 (04): : 592 - 605
  • [14] Mesenchymal stem cells within tumour stroma promote breast cancer metastasis
    Karnoub, Antoine E.
    Dash, Ajeeta B.
    Vo, Annie P.
    Sullivan, Andrew
    Brooks, Mary W.
    Bell, George W.
    Richardson, Andrea L.
    Polyak, Kornelia
    Tubo, Ross
    Weinberg, Robert A.
    [J]. NATURE, 2007, 449 (7162) : 557 - U4
  • [15] VHL promotes immune response against renal cell carcinoma via NF-κB-dependent regulation of VCAM-1
    Labrousse-Arias, David
    Martinez-Alonso, Emma
    Corral-Escariz, Mara
    Bienes-Martinez, Raquel
    Berridy, Jaime
    Serrano-Oviedo, Leticia
    Conde, Elisa
    Garcia-Bermejo, Mara-Laura
    Gimenez-Bachs, Jose M.
    Salinas-Sanchez, Antonio S.
    Sanchez-Prieto, Ricardo
    Yao, Masahiro
    Lasa, Marina
    Calzada, Maria J.
    [J]. JOURNAL OF CELL BIOLOGY, 2017, 216 (03) : 835 - 847
  • [16] Systemic Treatment of Metastatic Clear Cell Renal Cell Carcinoma in 2018: Current Paradigms, Use of Immunotherapy, and Future Directions
    Lalani, Aly-Khan A.
    McGregor, Bradley A.
    Albiges, Laurence
    Choueiri, Toni K.
    Motzer, Robert
    Powles, Thomas
    Wood, Christopher
    Bex, Axel
    [J]. EUROPEAN UROLOGY, 2019, 75 (01) : 100 - 110
  • [17] Functional Studies on Primary Tubular Epithelial Cells Indicate a Tumor Suppressor Role of SETD2 in Clear Cell Renal Cell Carcinoma
    Li, Jun
    Kluiver, Joost
    Osinga, Jan
    Westers, Helga
    van Werkhoven, Maaike B.
    Seelen, Marc A.
    Sijmons, Rolf H.
    van den Berg, Anke
    Kok, Klaas
    [J]. NEOPLASIA, 2016, 18 (06): : 339 - 346
  • [18] Therapeutic vaccines for cancer: an overview of clinical trials
    Melero, Ignacio
    Gaudemack, Gustav
    Gerritsen, Winald
    Huber, Christoph
    Parmiani, Giorgio
    Scholl, Suzy
    Thatcher, Nicholas
    Wagstaff, John
    Zielinski, Christoph
    Faulkner, Ian
    Mellstedt, Hakan
    [J]. NATURE REVIEWS CLINICAL ONCOLOGY, 2014, 11 (09) : 509 - 524
  • [19] Genomic correlates of response to immune checkpoint therapies in clear cell renal cell carcinoma
    Miao, Diana
    Margolis, Claire A.
    Gao, Wenhua
    Voss, Martin H.
    Li, Wei
    Martini, Dylan J.
    Norton, Craig
    Bosse, Dominick
    Wankowicz, Stephanie M.
    Cullen, Dana
    Horak, Christine
    Wind-Rotolo, Megan
    Tracy, Adam
    Giannakis, Marios
    Hodi, Frank Stephen
    Drake, Charles G.
    Ball, Mark W.
    Allaf, Mohamad E.
    Snyder, Alexandra
    Hellmann, Matthew D.
    Ho, Thai
    Motzer, Robert J.
    Signoretti, Sabina
    Kaelin, William G., Jr.
    Choueiri, Toni K.
    Van Allen, Eliezer M.
    [J]. SCIENCE, 2018, 359 (6377) : 801 - 805
  • [20] Critical Role for CD103+/CD141+ Dendritic Cells Bearing CCR7 for Tumor Antigen Trafficking and Priming of T Cell Immunity in Melanoma
    Roberts, Edward W.
    Broz, Miranda L.
    Binnewies, Mikhail
    Headley, Mark B.
    Nelson, Amanda E.
    Wolf, Denise M.
    Kaisho, Tsuneyasu
    Bogunovic, Dusan
    Bhardwaj, Nina
    Krummel, Matthew F.
    [J]. CANCER CELL, 2016, 30 (02) : 324 - 336