Pan-cancer prognostic genetic mutations and clinicopathological factors associated with survival outcomes: a systematic review

被引:28
作者
Kaubryte, Jurgita [1 ,2 ]
Lai, Alvina G. [1 ,3 ]
机构
[1] UCL, Inst Hlth Informat, London, England
[2] Cerner Ltd, London, England
[3] Hlth Data Res UK, London, England
基金
英国惠康基金;
关键词
LUNG-CANCER;
D O I
10.1038/s41698-022-00269-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cancer is a leading cause of death, accounting for almost 10 million deaths annually worldwide. Personalised therapies harnessing genetic and clinical information may improve survival outcomes and reduce the side effects of treatments. The aim of this study is to appraise published evidence on clinicopathological factors and genetic mutations (single nucleotide polymorphisms [SNPs]) associated with prognosis across 11 cancer types: lung, colorectal, breast, prostate, melanoma, renal, glioma, bladder, leukaemia, endometrial, ovarian. A systematic literature search of PubMed/MEDLINE and Europe PMC was conducted from database inception to July 1, 2021. 2497 publications from PubMed/MEDLINE and 288 preprints from Europe PMC were included. Subsequent reference and citation search was conducted and a further 39 articles added. 2824 articles were reviewed by title/abstract and 247 articles were selected for systematic review. Majority of the articles were retrospective cohort studies focusing on one cancer type, 8 articles were on pan-cancer level and 6 articles were reviews. Studies analysing clinicopathological factors included 908,567 patients and identified 238 factors, including age, gender, stage, grade, size, site, subtype, invasion, lymph nodes. Genetic studies included 210,802 patients and identified 440 gene mutations associated with cancer survival, including genes TP53, BRCA1, BRCA2, BRAF, KRAS, BIRC5. We generated a comprehensive knowledge base of biomarkers that can be used to tailor treatment according to patients' unique genetic and clinical characteristics. Our pan-cancer investigation uncovers the biomarker landscape and their combined influence that may help guide health practitioners and researchers across the continuum of cancer care from drug development to long-term survivorship.
引用
收藏
页数:10
相关论文
共 25 条
  • [11] HM Government, GEN UK FUT HEALTHC
  • [12] Hu Chen, 2019, JCO Precis Oncol, V3, DOI 10.1200/PO.19.00086
  • [13] Karnofsky D. A., 1949, The Clinical Evaluation of Chemotherapeutic Agents in Cancer
  • [14] PTEN: multiple functions in human malignant tumors
    Milella, Michele
    Falcone, Italia
    Conciatori, Fabiana
    Incani, Ursula Cesta
    Del Curatolo, Anais
    Inzerilli, Nicola
    Nuzzo, Carmen M. A.
    Vaccaro, Vanja
    Vari, Sabrina
    Cognetti, Francesco
    Ciuffreda, Ludovica
    [J]. FRONTIERS IN ONCOLOGY, 2015, 5
  • [15] TP53 Mutations in Human Cancers: Origins, Consequences, and Clinical Use
    Olivier, Magali
    Hollstein, Monica
    Hainaut, Pierre
    [J]. COLD SPRING HARBOR PERSPECTIVES IN BIOLOGY, 2010, 2 (01): : a001008
  • [16] The PRISMA 2020 statement: An updated guideline for reporting systematic reviews
    Page, Matthew J.
    McKenzie, Joanne E.
    Bossuyt, Patrick M.
    Boutron, Isabelle
    Hoffmann, Tammy C.
    Mulrow, Cynthia D.
    Shamseer, Larissa
    Tetzlaff, Jennifer M.
    Akl, Elie A.
    Brennan, Sue E.
    Chou, Roger
    Glanville, Julie
    Grimshaw, Jeremy M.
    Hrobjartsson, Asbjorn
    Lalu, Manoj M.
    Li, Tianjing
    Loder, Elizabeth W.
    Mayo-Wilson, Evan
    McDonald, Steve
    McGuinness, Luke A.
    Stewart, Lesley A.
    Thomas, James
    Tricco, Andrea C.
    Welch, Vivian A.
    Whiting, Penny
    Moher, David
    [J]. PLOS MEDICINE, 2021, 18 (03)
  • [17] Selleck MJ, 2017, BIOMARK INSIGHTS, V12, DOI 10.1177/1177271917715236
  • [18] Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
    Sung, Hyuna
    Ferlay, Jacques
    Siegel, Rebecca L.
    Laversanne, Mathieu
    Soerjomataram, Isabelle
    Jemal, Ahmedin
    Bray, Freddie
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2021, 71 (03) : 209 - 249
  • [19] Vadas A., J PRECIS MED
  • [20] Biomarker development in the precision medicine era: lung cancer as a case study
    Vargas, Ashley J.
    Harris, Curtis C.
    [J]. NATURE REVIEWS CANCER, 2016, 16 (08) : 525 - 537