Discovery and validation of a transcriptional signature identifying homologous recombination-deficient breast, endometrial and ovarian cancers

被引:6
作者
Beinse, Guillaume [1 ,2 ]
Just, Pierre-Alexandre [3 ,4 ]
Le Frere Belda, Marie-Aude [5 ]
Laurent-Puig, Pierre [1 ,4 ,6 ,7 ]
Jacques, Sebastien [8 ]
Koual, Meriem [4 ,9 ]
Garinet, Simon [1 ,4 ,6 ]
Leroy, Karen [4 ,6 ]
Delanoy, Nicolas
Blons, Helene [4 ,6 ]
Gervais, Claire [4 ,10 ]
Durdux, Catherine [4 ,11 ]
Chapron, Charles [4 ]
Goldwasser, Francois [2 ,4 ]
Terris, Benoit [3 ,4 ]
Badoual, Cecile [4 ,5 ]
Taly, Valerie [1 ]
Bats, Anne-Sophie [1 ,4 ,9 ]
Borghese, Bruno [4 ,12 ]
Alexandre, Jerome [1 ,2 ,4 ]
机构
[1] Univ Paris Cite, Sorbonne Univ, CNRS SNC 5096, Ctr Rech Cordeliers, Paris, France
[2] Inst Canc Paris CARPEM, Dept Med Oncol, APHP Ctr, AP HP, Paris, France
[3] Inst Canc Paris CARPEM, Dept Pathol, APHP Ctr, AP HP, Paris, France
[4] Univ Paris Cite, Paris, France
[5] Inst Canc Paris CARPEM, Dept Pathol, APHP Ctr, AP HP, Paris, France
[6] Hop Europeen Georges Pompidou, Dept Biol, APHP Ctr, AP HP,Inst Canc Paris CARPEM, Paris, France
[7] Inst Canc Paris CARPEM, APHP Ctr, AP HP, Paris, France
[8] Inst Cochin, GENOMIC platform, Paris, France
[9] Hop Europeen Georges Pompidou, Dept Gynecol Surg, APHP Ctr, AP HP,Inst Canc Paris CARPEM, Paris, France
[10] Hop Europeen Georges Pompidou, Dept Med Oncol, APHP Ctr, AP HP,Inst Canc Paris CARPEM, Paris, France
[11] Hop Europeen Georges Pompidou, Dept Radiotherapy, APHP Ctr, AP HP,Inst Canc Paris CARPEM, Paris, France
[12] Hop Cochin, Dept Gynecol Surg, APHP Ctr, AP HP,Inst Canc Paris CARPEM, Paris, France
关键词
GENE; OLAPARIB; BRCA1; RECOMMENDATIONS; CHEMOTHERAPY; MAINTENANCE; MUTATIONS; CARCINOMA;
D O I
10.1038/s41416-022-01900-9
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Molecular alterations leading to homologous recombination deficiency (HRD) are heterogeneous. We aimed to identify a transcriptional profile shared by endometrial (UCEC), breast (BRCA) and ovarian (OV) cancers with HRD. Methods Genes differentially expressed with HRD genomic score (continuous gHRD score) in UCEC/BRCA/OV were identified using edgeR, and used to train a RNAseq score (ridge-regression model) predictive of the gHRD score (PanCanAtlas, N = 1684 samples). The RNAseq score was applied in independent gynaecological datasets (CARPEM/CPTAC/SCAN/TCGA, N = 4038 samples). Validations used ROC curves, linear regressions and Pearson correlations. Overall survival (OS) analyses used Kaplan-Meier curves and Cox models. Results In total, 656 genes were commonly up/downregulated with gHRD score in UCEC/BRCA/OV. Upregulated genes were enriched for nuclear/chromatin/DNA-repair processes, while downregulated genes for cytoskeleton (gene ontologies). The RNAseq score correlated with gHRD score in independent gynaecological cancers (R-2 = 0.4-0.7, Pearson correlation = 0.64-0.86, all P < 10(-11)), and was predictive of gHRD score >42 (RNAseq HRD profile; AUC = 0.95/0.92/0.78 in UCEC/BRCA/OV). RNAseq HRD profile was associated (i) with better OS in platinum-treated advanced TP53-mutated-UCEC (P < 0.001) and OV (P = 0.013), and (ii) with poorer OS (P < 0.001) and higher benefit of adjuvant chemotherapy in Stage I-III BRCA (interaction test, P < 0.001). Conclusions UCEC/BRCA/OV with HRD-associated genomic scars share a common transcriptional profile. RNAseq signatures might be relevant for identifying HRD-gynaecological cancers, for prognostication and for therapeutic decision.
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页码:1123 / 1132
页数:10
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