Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded Samples

Whole transcriptome profiling is a promising technique in adrenal studies; however, whole transcriptome profiling of adrenal disease using formalin-fixed paraffin-embedded (FFPE) samples has to be further explored. The aim of this study was to evaluate the utility of transcriptome data from FFPE sam...

Full description

Bibliographic Details
Main Authors: Norifusa Iwahashi, Hironobu Umakoshi, Masatoshi Ogata, Tazuru Fukumoto, Hiroki Kaneko, Eriko Terada, Shunsuke Katsuhara, Naohiro Uchida, Katsuhiko Sasaki, Maki Yokomoto-Umakoshi, Yayoi Matsuda, Ryuichi Sakamoto, Yoshihiro Ogawa
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Endocrinology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2022.808331/full
_version_ 1798030108889448448
author Norifusa Iwahashi
Hironobu Umakoshi
Masatoshi Ogata
Tazuru Fukumoto
Hiroki Kaneko
Eriko Terada
Shunsuke Katsuhara
Naohiro Uchida
Katsuhiko Sasaki
Maki Yokomoto-Umakoshi
Yayoi Matsuda
Ryuichi Sakamoto
Yoshihiro Ogawa
author_facet Norifusa Iwahashi
Hironobu Umakoshi
Masatoshi Ogata
Tazuru Fukumoto
Hiroki Kaneko
Eriko Terada
Shunsuke Katsuhara
Naohiro Uchida
Katsuhiko Sasaki
Maki Yokomoto-Umakoshi
Yayoi Matsuda
Ryuichi Sakamoto
Yoshihiro Ogawa
author_sort Norifusa Iwahashi
collection DOAJ
description Whole transcriptome profiling is a promising technique in adrenal studies; however, whole transcriptome profiling of adrenal disease using formalin-fixed paraffin-embedded (FFPE) samples has to be further explored. The aim of this study was to evaluate the utility of transcriptome data from FFPE samples of adrenocortical tumors. We performed whole transcriptome profiling of FFPE and fresh frozen samples of adrenocortical carcinoma (ACC, n = 3), aldosterone-producing adenoma (APA, n = 3), and cortisol-producing adenoma (CPA, n = 3), and examined the similarity between the transcriptome data. We further examined whether the transcriptome data of FFPE samples could be used to distinguish tumor types and detect marker genes. The number of read counts was smaller in FFPE samples than in fresh frozen samples (P < 0.01), while the number of genes detected was similar (P = 0.39). The gene expression profiles of FFPE and fresh frozen samples were highly correlated (r = 0.93, P < 0.01). Tumor types could be distinguished by consensus clustering and principal component analysis using transcriptome data from FFPE samples. In the differential expression analysis between ACC and APA-CPA, known marker genes of ACC (e.g., CCNB2, TOP2A, and MAD2L1) were detected in FFPE samples of ACC. In the differential expression analysis between APA and CPA, known marker genes of APA (e.g., CYP11B2, VSNL1, and KCNJ5) were detected in the APA of FFPE samples. The results suggest that FFPE samples may be a reliable alternative to fresh frozen samples for whole transcriptome profiling of adrenocortical tumors.
first_indexed 2024-04-11T19:34:51Z
format Article
id doaj.art-26c01cd022f74660b5f18ef080dd8da4
institution Directory Open Access Journal
issn 1664-2392
language English
last_indexed 2024-04-11T19:34:51Z
publishDate 2022-02-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Endocrinology
spelling doaj.art-26c01cd022f74660b5f18ef080dd8da42022-12-22T04:06:53ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922022-02-011310.3389/fendo.2022.808331808331Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded SamplesNorifusa Iwahashi0Hironobu Umakoshi1Masatoshi Ogata2Tazuru Fukumoto3Hiroki Kaneko4Eriko Terada5Shunsuke Katsuhara6Naohiro Uchida7Katsuhiko Sasaki8Maki Yokomoto-Umakoshi9Yayoi Matsuda10Ryuichi Sakamoto11Yoshihiro Ogawa12Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanClinical Laboratory Department, Kyushu Pro Search Limited Liability Partnership, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanDepartment of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, JapanWhole transcriptome profiling is a promising technique in adrenal studies; however, whole transcriptome profiling of adrenal disease using formalin-fixed paraffin-embedded (FFPE) samples has to be further explored. The aim of this study was to evaluate the utility of transcriptome data from FFPE samples of adrenocortical tumors. We performed whole transcriptome profiling of FFPE and fresh frozen samples of adrenocortical carcinoma (ACC, n = 3), aldosterone-producing adenoma (APA, n = 3), and cortisol-producing adenoma (CPA, n = 3), and examined the similarity between the transcriptome data. We further examined whether the transcriptome data of FFPE samples could be used to distinguish tumor types and detect marker genes. The number of read counts was smaller in FFPE samples than in fresh frozen samples (P < 0.01), while the number of genes detected was similar (P = 0.39). The gene expression profiles of FFPE and fresh frozen samples were highly correlated (r = 0.93, P < 0.01). Tumor types could be distinguished by consensus clustering and principal component analysis using transcriptome data from FFPE samples. In the differential expression analysis between ACC and APA-CPA, known marker genes of ACC (e.g., CCNB2, TOP2A, and MAD2L1) were detected in FFPE samples of ACC. In the differential expression analysis between APA and CPA, known marker genes of APA (e.g., CYP11B2, VSNL1, and KCNJ5) were detected in the APA of FFPE samples. The results suggest that FFPE samples may be a reliable alternative to fresh frozen samples for whole transcriptome profiling of adrenocortical tumors.https://www.frontiersin.org/articles/10.3389/fendo.2022.808331/fullwhole transcriptome profilingRNA sequencing (RNAseq)formalin-fixed paraffin-embedded samples (FFPE samples)adrenal diseasesadrenocortical tumors
spellingShingle Norifusa Iwahashi
Hironobu Umakoshi
Masatoshi Ogata
Tazuru Fukumoto
Hiroki Kaneko
Eriko Terada
Shunsuke Katsuhara
Naohiro Uchida
Katsuhiko Sasaki
Maki Yokomoto-Umakoshi
Yayoi Matsuda
Ryuichi Sakamoto
Yoshihiro Ogawa
Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded Samples
Frontiers in Endocrinology
whole transcriptome profiling
RNA sequencing (RNAseq)
formalin-fixed paraffin-embedded samples (FFPE samples)
adrenal diseases
adrenocortical tumors
title Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded Samples
title_full Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded Samples
title_fullStr Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded Samples
title_full_unstemmed Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded Samples
title_short Whole Transcriptome Profiling of Adrenocortical Tumors Using Formalin-Fixed Paraffin-Embedded Samples
title_sort whole transcriptome profiling of adrenocortical tumors using formalin fixed paraffin embedded samples
topic whole transcriptome profiling
RNA sequencing (RNAseq)
formalin-fixed paraffin-embedded samples (FFPE samples)
adrenal diseases
adrenocortical tumors
url https://www.frontiersin.org/articles/10.3389/fendo.2022.808331/full
work_keys_str_mv AT norifusaiwahashi wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT hironobuumakoshi wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT masatoshiogata wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT tazurufukumoto wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT hirokikaneko wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT erikoterada wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT shunsukekatsuhara wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT naohirouchida wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT katsuhikosasaki wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT makiyokomotoumakoshi wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT yayoimatsuda wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT ryuichisakamoto wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples
AT yoshihiroogawa wholetranscriptomeprofilingofadrenocorticaltumorsusingformalinfixedparaffinembeddedsamples