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Application of Meta-analysis for Determining Cancer Biomarkers

Cilt: 33 Sayı: 3 30 Eylül 2024
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Application of Meta-analysis for Determining Cancer Biomarkers

Abstract

The health care professionals are facing the challenge to combine and translate the findings from a plethora of, often conflicting, clinical trials or clinical studies in order to reach an evidence-based decision. The application of a meta-analytical approach in the medical field allows the systematic synthesis and assessment of the results across studies to draw conclusions about the main body of the research, such as a more accurate estimate of treatment effect or determining disease risk factors. Herein, we review the advantages and the basic steps of meta-analysis towards the identification of powerful cancer biomarkers.

Keywords

meta-analysis , cancer , biomarkers

Kaynakça

  1. 1. Das S, Dey MK, Devireddy R, Gartia MR. Biomarkers in Cancer Detection, Diagnosis, and Prognosis. Sensors (Basel). 2023;24.
  2. 2. Liu Z, Zhang Y, Niu Y, Li K, Liu X, Chen H et al. A systematic review and meta-analysis of diagnostic and prognostic serum biomarkers of colorectal cancer. PLoS One. 2014;9:e103910.
  3. 3. Yu Y, Zeng D, Ou Q, Liu S, Li A, Chen Y et al. Association of Survival and Immune-Related Biomarkers With Immunotherapy in Patients With Non-Small Cell Lung Cancer: A Meta-analysis and Individual Patient-Level Analysis. JAMA Netw Open. 2019;2:e196879.
  4. 4. Zhang L, Li L, Liu J, Wang J, Fan Y, Dong B et al. Meta-analysis of multiple hematological biomarkers as prognostic predictors of survival in bladder cancer. Medicine (Baltimore). 2020;99:e20920.
  5. 5. Fountzilas E, Vo HH, Mueller P, Kurzrock R, Tsimberidou AM. Correlation between biomarkers and treatment outcomes in diverse cancers: a systematic review and meta-analysis of phase I and II immunotherapy clinical trials. Eur J Cancer. 2023;189:112927.
  6. 6. Shadish WR, Lecy JD. The meta-analytic big bang. Res Synth Methods. 2015;6:246-64.
  7. 7. Papakostidis C, Giannoudis PV. Meta-analysis. What have we learned? Injury. 2023;54 Suppl 3:S30-S34.
  8. 8. Forero DA, Lopez-Leon S, Gonzalez-Giraldo Y, Bagos PG. Ten simple rules for carrying out and writing meta-analyses. PLoS Comput Biol. 2019;15:e1006922.
  9. 9. Shaheen N, Shaheen A, Ramadan A, Hefnawy MT, Ramadan A, Ibrahim IA et al. Appraising systematic reviews: a comprehensive guide to ensuring validity and reliability. Front Res Metr Anal. 2023;8:1268045.
  10. 10. Toy HI, Okmen D, Kontou PI, Georgakilas AG, Pavlopoulou A. HOTAIR as a Prognostic Predictor for Diverse Human Cancers: A Meta- and Bioinformatics Analysis. Cancers (Basel). 2019;11.

Kaynak Göster

AMA
1.Pazarbaşı Hİ, Pavlopoulou A. Application of Meta-analysis for Determining Cancer Biomarkers. aktd. 2024;33(3):165-171. doi:10.17827/aktd.1508230