Genomic Markers of CDK 4/6 Inhibitor Resistance in Hormone Receptor Positive Metastatic Breast Cancer.
Jin Sun LeeSusan E YostSierra Min LiYujie CuiPaul H FrankelYate-Ching YuanDaniel SchmolzeColt A EgelstonWeihua GuoMireya MurgaHelen ChangLinda D BossermanYuan YuanPublished in: Cancers (2022)
Cyclin-dependent kinase 4/6 inhibitors are the standard of care for hormone receptor-positive metastatic breast cancer. This retrospective study reports on genomic biomarkers of CDK 4/6i resistance utilizing genomic data acquired through routine clinical practice. Patients with HR+ MBC treated with palbociclib, ribociclib, or abemaciclib and antiestrogen therapy were identified. Patients were grouped into early (<6 months); intermediate (6-24 months for 0-1 lines; 6-9 months for ≥2 lines); or late progressors (>24 months for 0-1 lines; >9 months PFS for ≥2 lines). NGS and RNA sequencing data were analyzed in association with PFS, and survival analysis was stratified by prior lines of chemotherapy. A total of 795 patients with HR+ MBC treated with CDK 4/6i were identified. Of these, 144 (18%) patients had genomic data and 29 (3.6%) had RNA data. Among the 109 patients who received CDK4/6i as 1st- or 2nd-line therapy, 17 genes showed associations with PFS ( p -value ≤ 0.15 and HR ≥ 1.5 or HR < 0.5). Whole transcriptome RNAseq was analyzed for 24/109 (22%) patients with 0-1 prior lines of therapy and 56 genes associated with PFS (HR ≥ 4 or HR ≤ 0.25 and FDR ≤ 0.15). In this retrospective analysis, genomic biomarkers including FGFR1 amplification, PTEN loss, and DNA repair pathway gene mutations showed significant associations with shorter PFS for patients receiving CDK4/6 inhibitor therapy.
Keyphrases
- metastatic breast cancer
- cell cycle
- end stage renal disease
- dna repair
- newly diagnosed
- copy number
- electronic health record
- clinical practice
- chronic kidney disease
- ejection fraction
- big data
- healthcare
- peritoneal dialysis
- genome wide
- dna damage
- prognostic factors
- gene expression
- palliative care
- emergency department
- single cell
- stem cells
- patient reported outcomes
- mesenchymal stem cells
- cell death
- data analysis
- nucleic acid
- pi k akt
- locally advanced
- cell therapy
- rectal cancer
- replacement therapy
- health insurance
- deep learning
- free survival