Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels

Previous studies indicate that obesity is an important contributor to the proceeding of thyroid cancer (TC) with limited knowledge of the underlying mechanism. Here, we hypothesize that molecules affected by obesity may play roles in the development of TC. To test the hypothesis above, we first cond...

Full description

Bibliographic Details
Main Authors: Jiaming Chen, Hongbao Cao, Meng Lian, Jugao Fang
Format: Article
Language:English
Published: PeerJ Inc. 2020-07-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/9302.pdf
id doaj-6fa69e4ef932434999da8b4f4dbcd568
record_format Article
spelling doaj-6fa69e4ef932434999da8b4f4dbcd5682020-11-25T03:28:18ZengPeerJ Inc.PeerJ2167-83592020-07-018e930210.7717/peerj.9302Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levelsJiaming Chen0Hongbao Cao1Meng Lian2Jugao Fang3Department of Otorhinolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, ChinaDepartment of Psychiatry, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, ChinaDepartment of Otorhinolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, ChinaDepartment of Otorhinolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, ChinaPrevious studies indicate that obesity is an important contributor to the proceeding of thyroid cancer (TC) with limited knowledge of the underlying mechanism. Here, we hypothesize that molecules affected by obesity may play roles in the development of TC. To test the hypothesis above, we first conducted a large-scale literature-based data mining to identify genes influenced by obesity and genes related to TC. Then, a mega-analysis was conducted to study the expression changes of the obesity-specific genes in the case of TC, using 16 independent TC array-expression datasets (783 TC cases and 439 healthy controls). After that, pathway analysis was performed to explore the functional profile of the selected target genes and their potential connections with TC. We identified 1,036 genes associated with TC and 534 regulated by obesity, demonstrating a significant overlap (N = 176, p-value = 4.07e−112). Five out of the 358 obesity-specific genes, FABP4, CFD, GHR, TNFRSF11B, and LTF, presented significantly decreased expression in TC patients (LFC<−1.44; and p-value < 1e−7). Multiple literature-based pathways were identified where obesity could promote the pathologic development of TC through the regulation of these five genes and INS levels. The five obesity genes uncovered could be novel genes that play roles in the etiology of TC through the modulation of INS levels.https://peerj.com/articles/9302.pdfThyroid cancerObesityData miningMega-analysisPathway analysis
collection DOAJ
language English
format Article
sources DOAJ
author Jiaming Chen
Hongbao Cao
Meng Lian
Jugao Fang
spellingShingle Jiaming Chen
Hongbao Cao
Meng Lian
Jugao Fang
Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels
PeerJ
Thyroid cancer
Obesity
Data mining
Mega-analysis
Pathway analysis
author_facet Jiaming Chen
Hongbao Cao
Meng Lian
Jugao Fang
author_sort Jiaming Chen
title Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels
title_short Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels
title_full Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels
title_fullStr Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels
title_full_unstemmed Five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels
title_sort five genes influenced by obesity may contribute to the development of thyroid cancer through the regulation of insulin levels
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2020-07-01
description Previous studies indicate that obesity is an important contributor to the proceeding of thyroid cancer (TC) with limited knowledge of the underlying mechanism. Here, we hypothesize that molecules affected by obesity may play roles in the development of TC. To test the hypothesis above, we first conducted a large-scale literature-based data mining to identify genes influenced by obesity and genes related to TC. Then, a mega-analysis was conducted to study the expression changes of the obesity-specific genes in the case of TC, using 16 independent TC array-expression datasets (783 TC cases and 439 healthy controls). After that, pathway analysis was performed to explore the functional profile of the selected target genes and their potential connections with TC. We identified 1,036 genes associated with TC and 534 regulated by obesity, demonstrating a significant overlap (N = 176, p-value = 4.07e−112). Five out of the 358 obesity-specific genes, FABP4, CFD, GHR, TNFRSF11B, and LTF, presented significantly decreased expression in TC patients (LFC<−1.44; and p-value < 1e−7). Multiple literature-based pathways were identified where obesity could promote the pathologic development of TC through the regulation of these five genes and INS levels. The five obesity genes uncovered could be novel genes that play roles in the etiology of TC through the modulation of INS levels.
topic Thyroid cancer
Obesity
Data mining
Mega-analysis
Pathway analysis
url https://peerj.com/articles/9302.pdf
work_keys_str_mv AT jiamingchen fivegenesinfluencedbyobesitymaycontributetothedevelopmentofthyroidcancerthroughtheregulationofinsulinlevels
AT hongbaocao fivegenesinfluencedbyobesitymaycontributetothedevelopmentofthyroidcancerthroughtheregulationofinsulinlevels
AT menglian fivegenesinfluencedbyobesitymaycontributetothedevelopmentofthyroidcancerthroughtheregulationofinsulinlevels
AT jugaofang fivegenesinfluencedbyobesitymaycontributetothedevelopmentofthyroidcancerthroughtheregulationofinsulinlevels
_version_ 1724585117982130176