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The exosome encapsulated microRNAs as circulating diagnostic marker for hepatocellular carcinoma with low alpha-fetoprotein.
Int J Cancer. 2020 11 15; 147(10):2934-2947.IJ

Abstract

Diagnosis of hepatocellular carcinoma (HCC) remains challenging to clinicians, particularly in a patient with low alpha-fetoprotein. Here, in silico, ex vivo and in vitro data were combined to identify liver-specific exosomal miRNAs as an early diagnostic marker for HCC. Transcriptome profiling for mRNA and small RNA in same HCV-HCC and normal liver tissues followed by cross-validation of 41 deregulated miRNAs (log2 FoldChange > 1.5, Padj < .1) with GEO/TCGA datasets of HCV/HBV related HCC vs normal/adjacent tissue revealed three miRNAs were commonly deregulated (miR-10b/miR-21/miR-182) among all HCC irrespective of viral etiology. Targets of top deregulated miRNAs were identified by TargetScan/miRwalk and validated in mRNA transcriptome data followed by Panther/Gene Ontology enrichment/Cytoscape analysis suggested that targets were mostly from carcinogenesis pathways. Hence, those miRNAs were validated in normal and HCV-HCC tissues by qRT-PCR and subsequently in plasma-derived-exosomes of both HBV/HCV infected non-HCC (chronic hepatitis [CH]/liver cirrhosis [LC]) and HCC samples, and in liver-specific Anti-Asgr2 immuno-enriched exosomes. Exosomes were verified using Nanosight/TEM/immune-blotting with anti-Alix/anti-GRP78/anti-Asgr2. Along with miR-21-5p, miR-10b-5p/miR-221-3p/miR-223-3p was found significantly upregulated in the exosome of HCC patients than CH/non-HCC. The comparable expression pattern was seen in anti-Asgr2 immuno-precipitated exosomes. Interestingly, the AFP level was found below 250 ng/mL in about 94% of HCV-HCC and 62% of HBV-HCC patients. ROC analysis showed that miR-10b-5p + miR-221-3p + miR-223-3p + miR-21-5p could differentiate CH/non-HCC(CH + LC) from HCC with AUROC: 0.86 (97.5% CI: 0.77-0.94)/0.80 (97.5% CI: 0.70-0.89), sensitivity: 74%/58% and specificity: 86%/95% while miR-10b-5p + miR-221-3p + miR-223-3p showed AUROC: 0.84 (97.5% CI: 0.74-0.94)/0.74 (97.5% CI: 0.63-0.84), sensitivity: 86%/86% and specificity:66%/53% for low AFP-HCC vs CH/non-HCC, respectively, having better sensitivity than the combination of four miRNAs. Multivariate analysis further revealed low Albumin and high miR-21-5p as probable independent risk factor for HCC.

Authors+Show Affiliations

Centre for Liver Research, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.Centre for Liver Research, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.Centre for Liver Research, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.Department of Molecular Genetics, Indian Institute of Chemical Biology, Kolkata, West Bengal, India.Indian Statistical Institute, Kolkata, West Bengal, India.Max Super Speciality Hospital, Saket, West Bengal, India.Max Super Speciality Hospital, Saket, West Bengal, India.Division of Surgical Gastroenterology, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.Indian Statistical Institute, Kolkata, West Bengal, India.Department of Molecular Genetics, Indian Institute of Chemical Biology, Kolkata, West Bengal, India.Division of Electron Microscopy, National Institute of Cholera and Enteric Diseases, Kolkata, West Bengal, India.Centre for Liver Research, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.Department of Hepatology, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.Department Gastroenterology, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.Centre for Liver Research, School of Digestive and Liver Diseases, Institute of Post Graduate Medical Education and Research, Kolkata, West Bengal, India.

Pub Type(s)

Journal Article
Research Support, Non-U.S. Gov't

Language

eng

PubMed ID

32441313

Citation

Ghosh, Suchandrima, et al. "The Exosome Encapsulated microRNAs as Circulating Diagnostic Marker for Hepatocellular Carcinoma With Low Alpha-fetoprotein." International Journal of Cancer, vol. 147, no. 10, 2020, pp. 2934-2947.
Ghosh S, Bhowmik S, Majumdar S, et al. The exosome encapsulated microRNAs as circulating diagnostic marker for hepatocellular carcinoma with low alpha-fetoprotein. Int J Cancer. 2020;147(10):2934-2947.
Ghosh, S., Bhowmik, S., Majumdar, S., Goswami, A., Chakraborty, J., Gupta, S., Aggarwal, S., Ray, S., Chatterjee, R., Bhattacharyya, S., Dutta, M., Datta, S., Chowdhury, A., Dhali, G. K., & Banerjee, S. (2020). The exosome encapsulated microRNAs as circulating diagnostic marker for hepatocellular carcinoma with low alpha-fetoprotein. International Journal of Cancer, 147(10), 2934-2947. https://doi.org/10.1002/ijc.33111
Ghosh S, et al. The Exosome Encapsulated microRNAs as Circulating Diagnostic Marker for Hepatocellular Carcinoma With Low Alpha-fetoprotein. Int J Cancer. 2020 11 15;147(10):2934-2947. PubMed PMID: 32441313.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - The exosome encapsulated microRNAs as circulating diagnostic marker for hepatocellular carcinoma with low alpha-fetoprotein. AU - Ghosh,Suchandrima, AU - Bhowmik,Sayantani, AU - Majumdar,Swagata, AU - Goswami,Avijit, AU - Chakraborty,Joyeeta, AU - Gupta,Subash, AU - Aggarwal,Shaleen, AU - Ray,Sukanta, AU - Chatterjee,Raghunath, AU - Bhattacharyya,Suvendranath, AU - Dutta,Moumita, AU - Datta,Simanti, AU - Chowdhury,Abhijit, AU - Dhali,Gopal Krishna, AU - Banerjee,Soma, Y1 - 2020/06/13/ PY - 2019/11/08/received PY - 2020/04/15/revised PY - 2020/05/05/accepted PY - 2020/5/23/pubmed PY - 2021/4/17/medline PY - 2020/5/23/entrez KW - HCC KW - exosome KW - hepatitis B virus KW - hepatitis C virus KW - miRNA SP - 2934 EP - 2947 JF - International journal of cancer JO - Int J Cancer VL - 147 IS - 10 N2 - Diagnosis of hepatocellular carcinoma (HCC) remains challenging to clinicians, particularly in a patient with low alpha-fetoprotein. Here, in silico, ex vivo and in vitro data were combined to identify liver-specific exosomal miRNAs as an early diagnostic marker for HCC. Transcriptome profiling for mRNA and small RNA in same HCV-HCC and normal liver tissues followed by cross-validation of 41 deregulated miRNAs (log2 FoldChange > 1.5, Padj < .1) with GEO/TCGA datasets of HCV/HBV related HCC vs normal/adjacent tissue revealed three miRNAs were commonly deregulated (miR-10b/miR-21/miR-182) among all HCC irrespective of viral etiology. Targets of top deregulated miRNAs were identified by TargetScan/miRwalk and validated in mRNA transcriptome data followed by Panther/Gene Ontology enrichment/Cytoscape analysis suggested that targets were mostly from carcinogenesis pathways. Hence, those miRNAs were validated in normal and HCV-HCC tissues by qRT-PCR and subsequently in plasma-derived-exosomes of both HBV/HCV infected non-HCC (chronic hepatitis [CH]/liver cirrhosis [LC]) and HCC samples, and in liver-specific Anti-Asgr2 immuno-enriched exosomes. Exosomes were verified using Nanosight/TEM/immune-blotting with anti-Alix/anti-GRP78/anti-Asgr2. Along with miR-21-5p, miR-10b-5p/miR-221-3p/miR-223-3p was found significantly upregulated in the exosome of HCC patients than CH/non-HCC. The comparable expression pattern was seen in anti-Asgr2 immuno-precipitated exosomes. Interestingly, the AFP level was found below 250 ng/mL in about 94% of HCV-HCC and 62% of HBV-HCC patients. ROC analysis showed that miR-10b-5p + miR-221-3p + miR-223-3p + miR-21-5p could differentiate CH/non-HCC(CH + LC) from HCC with AUROC: 0.86 (97.5% CI: 0.77-0.94)/0.80 (97.5% CI: 0.70-0.89), sensitivity: 74%/58% and specificity: 86%/95% while miR-10b-5p + miR-221-3p + miR-223-3p showed AUROC: 0.84 (97.5% CI: 0.74-0.94)/0.74 (97.5% CI: 0.63-0.84), sensitivity: 86%/86% and specificity:66%/53% for low AFP-HCC vs CH/non-HCC, respectively, having better sensitivity than the combination of four miRNAs. Multivariate analysis further revealed low Albumin and high miR-21-5p as probable independent risk factor for HCC. SN - 1097-0215 UR - https://www.unboundmedicine.com/medline/citation/32441313/The_exosome_encapsulated_microRNAs_as_circulating_diagnostic_marker_for_hepatocellular_carcinoma_with_low_alpha_fetoprotein_ DB - PRIME DP - Unbound Medicine ER -