Tumor mutational burden assessment and standardized bioinformatics approach using custom NGS panels in clinical routine

被引:4
作者
Dupain, Celia [1 ]
Gutman, Tom [2 ]
Girard, Elodie [2 ]
Kamoun, Choumouss [2 ]
Marret, Gregoire [1 ]
Castel-Ajgal, Zahra [1 ]
Sablin, Marie-Paule [1 ]
Neuzillet, Cindy [3 ,4 ]
Borcoman, Edith [1 ]
Hescot, Segolene [1 ]
Callens, Celine [5 ]
Trabelsi-Grati, Olfa [5 ]
Melaabi, Samia [5 ]
Vibert, Roseline [5 ]
Antonio, Samantha [5 ]
Franck, Coralie [5 ]
Galut, Michele [6 ]
Guillou, Isabelle [1 ]
Halladjian, Maral [1 ]
Allory, Yves [7 ]
Cyrta, Joanna [6 ]
Romejon, Julien [2 ]
Frouin, Eleonore [5 ]
Stoppa-Lyonnet, Dominique [5 ,8 ,9 ]
Wong, Jennifer [5 ]
Le Tourneau, Christophe [1 ,10 ,11 ]
Bieche, Ivan [5 ,8 ,12 ]
Servant, Nicolas [2 ]
Kamal, Maud [1 ]
Masliah-Planchon, Julien [5 ]
机构
[1] Inst Curie, Dept Drug Dev & Innovat D3i, Paris, France
[2] Inst Curie, Bioinformat Core Facil, INSERM, U900,Mines Paris Tech, Paris, France
[3] Inst Curie, Dept Med Oncol, Paris, France
[4] Inst Curie, Dept Med Oncol, St Cloud, France
[5] Inst Curie, Dept Genet, Paris, France
[6] PSL Res Univ, Inst Curie, Dept Pathol, Paris, France
[7] Univ Paris Saclay, Inst Curie, Dept Pathol, UVSQ, St Cloud, France
[8] Paris Cite Univ, Paris, France
[9] INSERM, U830, Paris, France
[10] Inserm, U900, Res Unit, St Cloud, France
[11] Paris Saclay Univ, Paris, France
[12] Paris Descartes Univ, Fac Pharmaceut & Biol Sci, INSERM, U1016, Paris, France
关键词
Tumor mutational burden; Calculation; Immunotherapy; Precision medicine; Molecular Tumor Board; OPEN-LABEL; PEMBROLIZUMAB; CHEMOTHERAPY; ASSOCIATION; ANTIBODIES; RECURRENT; BLOCKADE; DATABASE;
D O I
10.1186/s12915-024-01839-8
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background High tumor mutational burden (TMB) was reported to predict the efficacy of immune checkpoint inhibitors (ICIs). Pembrolizumab, an anti-PD-1, received FDA-approval for the treatment of unresectable/metastatic tumors with high TMB as determined by the FoundationOne (R) CDx test. It remains to be determined how TMB can also be calculated using other tests. Results FFPE/frozen tumor samples from various origins were sequenced in the frame of the Institut Curie (IC) Molecular Tumor Board using an in -house next-generation sequencing (NGS) panel. A TMB calculation method was developed at IC (IC algorithm) and compared to the FoundationOne (R) (FO) algorithm. Using IC algorithm, an optimal 10% variant allele frequency (VAF) cut -off was established for TMB evaluation on FFPE samples, compared to 5% on frozen samples. The median TMB score for MSS/POLE WT tumors was 8.8 mut/Mb versus 45 mut/Mb for MSI/POLE-mutated tumors. When focusing on MSS/POLE WT tumor samples, the highest median TMB scores were observed in lymphoma, lung, endometrial, and cervical cancers. After biological manual curation of these cases, 21% of them could be reclassified as MSI/POLE tumors and considered as "true TMB high." Higher TMB values were obtained using FO algorithm on FFPE samples compared to IC algorithm (40 mut/Mb [10-3927] versus 8.2 mut/Mb [2.5-897], p < 0.001). Conclusions We herein propose a TMB calculation method and a bioinformatics tool that is customizable to different NGS panels and sample types. We were not able to retrieve TMB values from FO algorithm using our own algorithm and NGS panel.
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页数:12
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