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MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases
Prior studies have demonstrated the utility of microRNA assays for predicting some cancer tissue origins, but these assays need to be further optimized for predicting the tissue origins of adenocarcinomas of the liver. We performed microRNA profiling on 195 frozen primary tumor samples using 14 type...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8046207/ https://www.ncbi.nlm.nih.gov/pubmed/33852640 http://dx.doi.org/10.1371/journal.pone.0250083 |
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author | Park, Jun Won Jeong, Jong Min Cho, Kye Soo Cho, Soo Young Cheon, Jae Hee Choi, Dong Ho Park, Sang Jae Kim, Hark Kyun |
author_facet | Park, Jun Won Jeong, Jong Min Cho, Kye Soo Cho, Soo Young Cheon, Jae Hee Choi, Dong Ho Park, Sang Jae Kim, Hark Kyun |
author_sort | Park, Jun Won |
collection | PubMed |
description | Prior studies have demonstrated the utility of microRNA assays for predicting some cancer tissue origins, but these assays need to be further optimized for predicting the tissue origins of adenocarcinomas of the liver. We performed microRNA profiling on 195 frozen primary tumor samples using 14 types of tumors that were either adenocarcinomas or differentiated from adenocarcinomas. The 1-nearest neighbor method predicted tissue-of-origin in 33 samples of a test set, with an accuracy of 93.9% at feature selection p values ranging from 10(−4) to 10(−10). According to binary decision tree analyses, the overexpression of miR-30a and the underexpression of miR-200 family members (miR-200c and miR-141) differentiated intrahepatic cholangiocarcinomas from extrahepatic adenocarcinomas. When binary decision tree analyses were performed using the test set, the prediction accuracy was 84.8%. The overexpression of miR-30a and the reduced expressions of miR-200c, miR-141, and miR-425 could distinguish intrahepatic cholangiocarcinomas from liver metastases from the gastrointestinal tract. |
format | Online Article Text |
id | pubmed-8046207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-80462072021-04-21 MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases Park, Jun Won Jeong, Jong Min Cho, Kye Soo Cho, Soo Young Cheon, Jae Hee Choi, Dong Ho Park, Sang Jae Kim, Hark Kyun PLoS One Research Article Prior studies have demonstrated the utility of microRNA assays for predicting some cancer tissue origins, but these assays need to be further optimized for predicting the tissue origins of adenocarcinomas of the liver. We performed microRNA profiling on 195 frozen primary tumor samples using 14 types of tumors that were either adenocarcinomas or differentiated from adenocarcinomas. The 1-nearest neighbor method predicted tissue-of-origin in 33 samples of a test set, with an accuracy of 93.9% at feature selection p values ranging from 10(−4) to 10(−10). According to binary decision tree analyses, the overexpression of miR-30a and the underexpression of miR-200 family members (miR-200c and miR-141) differentiated intrahepatic cholangiocarcinomas from extrahepatic adenocarcinomas. When binary decision tree analyses were performed using the test set, the prediction accuracy was 84.8%. The overexpression of miR-30a and the reduced expressions of miR-200c, miR-141, and miR-425 could distinguish intrahepatic cholangiocarcinomas from liver metastases from the gastrointestinal tract. Public Library of Science 2021-04-14 /pmc/articles/PMC8046207/ /pubmed/33852640 http://dx.doi.org/10.1371/journal.pone.0250083 Text en © 2021 Park et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Park, Jun Won Jeong, Jong Min Cho, Kye Soo Cho, Soo Young Cheon, Jae Hee Choi, Dong Ho Park, Sang Jae Kim, Hark Kyun MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases |
title | MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases |
title_full | MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases |
title_fullStr | MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases |
title_full_unstemmed | MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases |
title_short | MiR-30a and miR-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases |
title_sort | mir-30a and mir-200c differentiate cholangiocarcinomas from gastrointestinal cancer liver metastases |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8046207/ https://www.ncbi.nlm.nih.gov/pubmed/33852640 http://dx.doi.org/10.1371/journal.pone.0250083 |
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