Prognostic Molecular Indices of Resectable Hepatocellular Carcinoma: Implications of S100P for Early Recurrence

Background Although hepatocellular carcinomas (HCCs) often recur in patients undergoing hepatectomy, there are no reliable biomarkers of this undesirable event. Recent RNA-based efforts have developed valuable genetic indices prognostic of cancer outcomes. We aimed to identify molecular predictors o...

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Veröffentlicht in:Annals of surgical oncology 2021-10, Vol.28 (11), p.6466-6478
Hauptverfasser: Hwang, Hee Sang, An, Jihyun, Kang, Hyo Jeong, Oh, Bora, Oh, Yoo Jin, Oh, Ji-Hye, Kim, Wonkyung, Sung, Chang Ohk, Shim, Ju Hyun, Yu, Eunsil
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container_end_page 6478
container_issue 11
container_start_page 6466
container_title Annals of surgical oncology
container_volume 28
creator Hwang, Hee Sang
An, Jihyun
Kang, Hyo Jeong
Oh, Bora
Oh, Yoo Jin
Oh, Ji-Hye
Kim, Wonkyung
Sung, Chang Ohk
Shim, Ju Hyun
Yu, Eunsil
description Background Although hepatocellular carcinomas (HCCs) often recur in patients undergoing hepatectomy, there are no reliable biomarkers of this undesirable event. Recent RNA-based efforts have developed valuable genetic indices prognostic of cancer outcomes. We aimed to identify molecular predictors of early recurrence after resection of HCC, and reveal the genomolecular structure of the resected tumors. Method Based on the transcriptomic and genomic datasets of 206 HCC samples surgically resected in the Asan Medical Center (AMC), we performed a differential gene expression analysis to identify quantitative markers associated with early recurrence and used the unsupervised clustering method to classify genomolecular subtypes. Results Differential gene expression profiling revealed that S100P was the highest-ranked overexpressed gene in HCCs that recurred within 2 years of surgery. This trend was reproduced in immunohistochemical studies of the original cohort and an independent AMC cohort. S100P expression also independently predicted HCC-specific mortality post-resection (adjusted hazard ratio 1.09, 95% confidence interval 1.01–1.19; p  = 0.042). Validation in a Chinese cohort and in in vitro experiments confirmed the prognostic value of S100P in HCC. We further identified five discrete molecular subtypes of HCC; a subtype with stem cell features (‘AMC-C4’) was associated with the worst prognosis, both in our series and another two Asian datasets, and S100P was most strongly upregulated in that subtype. Conclusion We identified a promising prognostic biomolecule, S100P , associated with early recurrence after HCC resection, and established the genomolecular architecture of tumors affecting clinical outcomes, particularly in Asian patients. These new insights into molecular mediators should contribute to effective care for affected patients.
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Recent RNA-based efforts have developed valuable genetic indices prognostic of cancer outcomes. We aimed to identify molecular predictors of early recurrence after resection of HCC, and reveal the genomolecular structure of the resected tumors. Method Based on the transcriptomic and genomic datasets of 206 HCC samples surgically resected in the Asan Medical Center (AMC), we performed a differential gene expression analysis to identify quantitative markers associated with early recurrence and used the unsupervised clustering method to classify genomolecular subtypes. Results Differential gene expression profiling revealed that S100P was the highest-ranked overexpressed gene in HCCs that recurred within 2 years of surgery. This trend was reproduced in immunohistochemical studies of the original cohort and an independent AMC cohort. S100P expression also independently predicted HCC-specific mortality post-resection (adjusted hazard ratio 1.09, 95% confidence interval 1.01–1.19; p  = 0.042). Validation in a Chinese cohort and in in vitro experiments confirmed the prognostic value of S100P in HCC. We further identified five discrete molecular subtypes of HCC; a subtype with stem cell features (‘AMC-C4’) was associated with the worst prognosis, both in our series and another two Asian datasets, and S100P was most strongly upregulated in that subtype. Conclusion We identified a promising prognostic biomolecule, S100P , associated with early recurrence after HCC resection, and established the genomolecular architecture of tumors affecting clinical outcomes, particularly in Asian patients. These new insights into molecular mediators should contribute to effective care for affected patients.</description><identifier>ISSN: 1068-9265</identifier><identifier>EISSN: 1534-4681</identifier><identifier>DOI: 10.1245/s10434-021-09825-y</identifier><identifier>PMID: 33786678</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Biomarkers, Tumor - genetics ; Calcium-Binding Proteins - genetics ; Carcinoma, Hepatocellular - genetics ; Carcinoma, Hepatocellular - surgery ; Gene expression ; Hepatectomy ; Hepatocellular carcinoma ; Humans ; Liver cancer ; Liver Neoplasms - genetics ; Liver Neoplasms - surgery ; Medicine ; Medicine &amp; Public Health ; Neoplasm Proteins - genetics ; Neoplasm Recurrence, Local - genetics ; Neoplasm Recurrence, Local - surgery ; Oncology ; Patients ; Prognosis ; Stem cells ; Surgery ; Surgical Oncology ; Transcriptomics ; Translational Research ; Tumors</subject><ispartof>Annals of surgical oncology, 2021-10, Vol.28 (11), p.6466-6478</ispartof><rights>Society of Surgical Oncology 2021</rights><rights>2021. 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Recent RNA-based efforts have developed valuable genetic indices prognostic of cancer outcomes. We aimed to identify molecular predictors of early recurrence after resection of HCC, and reveal the genomolecular structure of the resected tumors. Method Based on the transcriptomic and genomic datasets of 206 HCC samples surgically resected in the Asan Medical Center (AMC), we performed a differential gene expression analysis to identify quantitative markers associated with early recurrence and used the unsupervised clustering method to classify genomolecular subtypes. Results Differential gene expression profiling revealed that S100P was the highest-ranked overexpressed gene in HCCs that recurred within 2 years of surgery. This trend was reproduced in immunohistochemical studies of the original cohort and an independent AMC cohort. S100P expression also independently predicted HCC-specific mortality post-resection (adjusted hazard ratio 1.09, 95% confidence interval 1.01–1.19; p  = 0.042). Validation in a Chinese cohort and in in vitro experiments confirmed the prognostic value of S100P in HCC. We further identified five discrete molecular subtypes of HCC; a subtype with stem cell features (‘AMC-C4’) was associated with the worst prognosis, both in our series and another two Asian datasets, and S100P was most strongly upregulated in that subtype. Conclusion We identified a promising prognostic biomolecule, S100P , associated with early recurrence after HCC resection, and established the genomolecular architecture of tumors affecting clinical outcomes, particularly in Asian patients. 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Recent RNA-based efforts have developed valuable genetic indices prognostic of cancer outcomes. We aimed to identify molecular predictors of early recurrence after resection of HCC, and reveal the genomolecular structure of the resected tumors. Method Based on the transcriptomic and genomic datasets of 206 HCC samples surgically resected in the Asan Medical Center (AMC), we performed a differential gene expression analysis to identify quantitative markers associated with early recurrence and used the unsupervised clustering method to classify genomolecular subtypes. Results Differential gene expression profiling revealed that S100P was the highest-ranked overexpressed gene in HCCs that recurred within 2 years of surgery. This trend was reproduced in immunohistochemical studies of the original cohort and an independent AMC cohort. S100P expression also independently predicted HCC-specific mortality post-resection (adjusted hazard ratio 1.09, 95% confidence interval 1.01–1.19; p  = 0.042). Validation in a Chinese cohort and in in vitro experiments confirmed the prognostic value of S100P in HCC. We further identified five discrete molecular subtypes of HCC; a subtype with stem cell features (‘AMC-C4’) was associated with the worst prognosis, both in our series and another two Asian datasets, and S100P was most strongly upregulated in that subtype. Conclusion We identified a promising prognostic biomolecule, S100P , associated with early recurrence after HCC resection, and established the genomolecular architecture of tumors affecting clinical outcomes, particularly in Asian patients. These new insights into molecular mediators should contribute to effective care for affected patients.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>33786678</pmid><doi>10.1245/s10434-021-09825-y</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-7336-1371</orcidid></addata></record>
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subjects Biomarkers, Tumor - genetics
Calcium-Binding Proteins - genetics
Carcinoma, Hepatocellular - genetics
Carcinoma, Hepatocellular - surgery
Gene expression
Hepatectomy
Hepatocellular carcinoma
Humans
Liver cancer
Liver Neoplasms - genetics
Liver Neoplasms - surgery
Medicine
Medicine & Public Health
Neoplasm Proteins - genetics
Neoplasm Recurrence, Local - genetics
Neoplasm Recurrence, Local - surgery
Oncology
Patients
Prognosis
Stem cells
Surgery
Surgical Oncology
Transcriptomics
Translational Research
Tumors
title Prognostic Molecular Indices of Resectable Hepatocellular Carcinoma: Implications of S100P for Early Recurrence
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