Identification of novel prognostic and predictive biomarkers in salivary duct carcinoma via comprehensive molecular profiling.
Shinji KohsakaYuichiro TadaMizuo AndoMasato NakaguroYukina ShiraiToshihide UenoShinya KojimaHideaki HiraiNatsuki SaigusaSatoshi KanoKiyoaki TsukaharaTakafumi TogashiHiroyuki OzawaTakahito KondoKenji OkamiHideaki TakahashiDaisuke KawakitaChihiro FushimiTakayoshi SuzukiAkira ShimizuIsaku OkamotoTakuro OkadaYuichiro SatoYorihisa ImanishiYoshihiro WatanabeAkihiro SakaiKoji EbisumotoYukiko SatoMakoto UranoYoshitaka HonmaKeisuke YamazakiYushi UekiToyoyuki HanazawaYuki SaitoTomotaka ShimuraToshitaka NagaoHiroyuki ManoPublished in: NPJ precision oncology (2022)
Molecular targets and predictive biomarkers for prognosis in salivary duct carcinoma (SDC) have not been fully identified. We conducted comprehensive molecular profiling to discover novel biomarkers for SDC. A total of 67 SDC samples were examined with DNA sequencing of 464 genes and transcriptome analysis in combination with the clinicopathological characteristics of the individuals. Prognostic biomarkers associated with response to combined androgen blockade (CAB) treatment were explored using mRNA expression data from 27 cases. Oncogenic mutations in receptor tyrosine kinase (RTK) genes or genes in the MAPK pathway were identified in 55 cases (82.1%). Alterations in the phosphatidylinositol 3-kinase (PI3K)/AKT signaling pathway were identified in 38 cases (56.7%). Interestingly, patient prognosis could be predicted using mRNA expression profiles, but not genetic mutation profiles. The risk score generated from the expression data of a four-gene set that includes the ADAMTS1, DSC1, RNF39, and IGLL5 genes was a significant prognostic marker for overall survival in the cohort (HR = 5.99, 95% confidence interval (CI) = 2.73-13.1, p = 7.8 × 10 -6 ). Another risk score constructed from the expression of CD3E and LDB3 was a strong prognostic marker for progression-free survival for CAB treatment (p = 0.03). Mutations in RTK genes, MAPK pathway genes, and PI3K/AKT pathway genes likely represent key mutations in SDC tumorigenesis. The gene expression profiles identified in this study may be useful for stratifying patients who are good candidates for CAB treatment and may benefit from additional systemic therapies.
Keyphrases
- genome wide
- signaling pathway
- pi k akt
- genome wide identification
- bioinformatics analysis
- tyrosine kinase
- genome wide analysis
- dna methylation
- copy number
- end stage renal disease
- poor prognosis
- transcription factor
- chronic kidney disease
- cell proliferation
- epithelial mesenchymal transition
- newly diagnosed
- ejection fraction
- electronic health record
- combination therapy
- single molecule
- long non coding rna
- case report
- cell free
- cell death
- machine learning
- dna repair