Loading…
The association between METS-IR, an indirect index for insulin resistance, and lung cancer risk
Abstract Background Insulin resistance has been reported to increase the risk of breast, prostate and colorectal cancer. However, the role of insulin resistance and its interaction with genetic risk in the development of lung cancer remains controversial. Therefore, we aimed to explore the associati...
Saved in:
Published in: | European journal of public health 2024-08, Vol.34 (4), p.800-805 |
---|---|
Main Authors: | , , , , , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | |
---|---|
cites | cdi_FETCH-LOGICAL-c472t-3069b5f8709c7e5ab530c16e8c2d7ac167b725c6589c3202b43e4bc94bc2fdc3 |
container_end_page | 805 |
container_issue | 4 |
container_start_page | 800 |
container_title | European journal of public health |
container_volume | 34 |
creator | Wang, Guoqing Zhu, Zhaopeng Wang, Yi Zhang, Qiang Sun, Yungang Pang, Guanlian Ge, Wenjing Ma, Zhimin Ma, Huimin Gong, Linnan Ma, Hongxia Shao, Feng Zhu, Meng |
description | Abstract
Background
Insulin resistance has been reported to increase the risk of breast, prostate and colorectal cancer. However, the role of insulin resistance and its interaction with genetic risk in the development of lung cancer remains controversial. Therefore, we aimed to explore the association between a novel metabolic score for insulin resistance (METS-IR) and lung cancer risk.
Methods
A total of 395 304 participants without previous cancer at baseline were included. The Cox proportional hazards regression model was performed to investigate the association between METS-IR and lung cancer risk. In addition, a Mendelian randomization analysis was also performed to explore the causal relationship. The joint effects and additive interactions between METS-IR and polygenetic risk score (PRS) of lung cancer were also investigated.
Results
During a median follow-up of 11.03 years (Inter-quartile range (IQR): 10.30–11.73), a total of 3161 incident lung cancer cases were diagnosed in 395 304 participants. There was a significant association between METS-IR and lung cancer risk, with an HR of 1.28 (95% CI: 1.17–1.41). Based on the Mendelian randomization analysis, however, no causal associations were observed. We observed a joint effect but no interaction between METS-IR and genetic risk. The lung cancer incidence was estimated to be 100.42 (95% CI: 91.45–109.38) per 100 000 person-year for participants with a high METS-IR and PRS, while only 42.76 (95% CI: 36.94–48.59) with low METS-IR and PRS.
Conclusions
High METS-IR was significantly associated with an increased risk of lung cancer. Keeping a low level of METS-IR might help reduce the long-term incident risk of lung cancer. |
doi_str_mv | 10.1093/eurpub/ckad234 |
format | article |
fullrecord | <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11293818</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A807079893</galeid><oup_id>10.1093/eurpub/ckad234</oup_id><sourcerecordid>A807079893</sourcerecordid><originalsourceid>FETCH-LOGICAL-c472t-3069b5f8709c7e5ab530c16e8c2d7ac167b725c6589c3202b43e4bc94bc2fdc3</originalsourceid><addsrcrecordid>eNqNks1rFTEUxQdRbK1uXUrAjYLT3nzMZLKSUqottBT0LdyFTObOa9p5yWsy48d_b4b3WloVlRBykvzuCbmconhJYZ-C4gc4xfXUHthr0zEuHhW7VNSi5DV8eZw1BVpSVrOd4llKVwBQyYY9LXZ4wwEY57uFXlwiMSkF68zogictjt8QPTk_XnwuTz-9I8YT5zsX0Y6zwO-kDzGrNA3Ok4jJpdF4izPZkWHyS2LnfSTRpevnxZPeDAlfbNe9YvHheHF0Up5dfDw9OjwrrZBsLDnUqq36RoKyEivTVhwsrbGxrJMmK9lKVtm6apTlDFgrOIrWqjxZ31m-V7zf2OZmrLCz6MdoBr2ObmXiDx2M0w9vvLvUy_BVU8oUb2iTHd5sHWK4mTCNeuWSxWEwHsOUNFOMUqqEYBl9_Qt6Fabo8_c0p8CBArtPLc2A2vk-5IftbKoPGyoUF8Do3ymQIFWjeKb2_0Dl0eHK2eCxd_n8ge3_Ffz-go0hpYj9Xe8o6DlpepM0vU1aLnh1v-N3-G20MvB2A4Rp_S-znzgy3Gs</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3103010242</pqid></control><display><type>article</type><title>The association between METS-IR, an indirect index for insulin resistance, and lung cancer risk</title><source>OUP_牛津大学出版社OA刊</source><source>PAIS Index</source><creator>Wang, Guoqing ; Zhu, Zhaopeng ; Wang, Yi ; Zhang, Qiang ; Sun, Yungang ; Pang, Guanlian ; Ge, Wenjing ; Ma, Zhimin ; Ma, Huimin ; Gong, Linnan ; Ma, Hongxia ; Shao, Feng ; Zhu, Meng</creator><creatorcontrib>Wang, Guoqing ; Zhu, Zhaopeng ; Wang, Yi ; Zhang, Qiang ; Sun, Yungang ; Pang, Guanlian ; Ge, Wenjing ; Ma, Zhimin ; Ma, Huimin ; Gong, Linnan ; Ma, Hongxia ; Shao, Feng ; Zhu, Meng</creatorcontrib><description>Abstract
Background
Insulin resistance has been reported to increase the risk of breast, prostate and colorectal cancer. However, the role of insulin resistance and its interaction with genetic risk in the development of lung cancer remains controversial. Therefore, we aimed to explore the association between a novel metabolic score for insulin resistance (METS-IR) and lung cancer risk.
Methods
A total of 395 304 participants without previous cancer at baseline were included. The Cox proportional hazards regression model was performed to investigate the association between METS-IR and lung cancer risk. In addition, a Mendelian randomization analysis was also performed to explore the causal relationship. The joint effects and additive interactions between METS-IR and polygenetic risk score (PRS) of lung cancer were also investigated.
Results
During a median follow-up of 11.03 years (Inter-quartile range (IQR): 10.30–11.73), a total of 3161 incident lung cancer cases were diagnosed in 395 304 participants. There was a significant association between METS-IR and lung cancer risk, with an HR of 1.28 (95% CI: 1.17–1.41). Based on the Mendelian randomization analysis, however, no causal associations were observed. We observed a joint effect but no interaction between METS-IR and genetic risk. The lung cancer incidence was estimated to be 100.42 (95% CI: 91.45–109.38) per 100 000 person-year for participants with a high METS-IR and PRS, while only 42.76 (95% CI: 36.94–48.59) with low METS-IR and PRS.
Conclusions
High METS-IR was significantly associated with an increased risk of lung cancer. Keeping a low level of METS-IR might help reduce the long-term incident risk of lung cancer.</description><identifier>ISSN: 1101-1262</identifier><identifier>ISSN: 1464-360X</identifier><identifier>EISSN: 1464-360X</identifier><identifier>DOI: 10.1093/eurpub/ckad234</identifier><identifier>PMID: 38300233</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Adult ; Aged ; Breast cancer ; Cancer ; Care and treatment ; Colorectal carcinoma ; Complications and side effects ; Epidemiology ; Evaluation ; Female ; Genetic aspects ; Genetic susceptibility ; Health risks ; Humans ; Incidence ; Insulin ; Insulin Resistance ; Low level ; Lung cancer ; Lung Neoplasms - epidemiology ; Male ; Mendelian Randomization Analysis ; Metabolic Syndrome - epidemiology ; Middle Aged ; Prevention ; Proportional Hazards Models ; Prostate cancer ; Randomization ; Regression models ; Resistance ; Risk ; Risk Factors</subject><ispartof>European journal of public health, 2024-08, Vol.34 (4), p.800-805</ispartof><rights>The Author(s) 2024. Published by Oxford University Press on behalf of the European Public Health Association. 2024</rights><rights>The Author(s) 2024. Published by Oxford University Press on behalf of the European Public Health Association.</rights><rights>COPYRIGHT 2023 Oxford University Press</rights><rights>COPYRIGHT 2024 Oxford University Press</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c472t-3069b5f8709c7e5ab530c16e8c2d7ac167b725c6589c3202b43e4bc94bc2fdc3</cites><orcidid>0000-0001-5122-1733 ; 0000-0002-2462-9693</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,1604,27866,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38300233$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Guoqing</creatorcontrib><creatorcontrib>Zhu, Zhaopeng</creatorcontrib><creatorcontrib>Wang, Yi</creatorcontrib><creatorcontrib>Zhang, Qiang</creatorcontrib><creatorcontrib>Sun, Yungang</creatorcontrib><creatorcontrib>Pang, Guanlian</creatorcontrib><creatorcontrib>Ge, Wenjing</creatorcontrib><creatorcontrib>Ma, Zhimin</creatorcontrib><creatorcontrib>Ma, Huimin</creatorcontrib><creatorcontrib>Gong, Linnan</creatorcontrib><creatorcontrib>Ma, Hongxia</creatorcontrib><creatorcontrib>Shao, Feng</creatorcontrib><creatorcontrib>Zhu, Meng</creatorcontrib><title>The association between METS-IR, an indirect index for insulin resistance, and lung cancer risk</title><title>European journal of public health</title><addtitle>Eur J Public Health</addtitle><description>Abstract
Background
Insulin resistance has been reported to increase the risk of breast, prostate and colorectal cancer. However, the role of insulin resistance and its interaction with genetic risk in the development of lung cancer remains controversial. Therefore, we aimed to explore the association between a novel metabolic score for insulin resistance (METS-IR) and lung cancer risk.
Methods
A total of 395 304 participants without previous cancer at baseline were included. The Cox proportional hazards regression model was performed to investigate the association between METS-IR and lung cancer risk. In addition, a Mendelian randomization analysis was also performed to explore the causal relationship. The joint effects and additive interactions between METS-IR and polygenetic risk score (PRS) of lung cancer were also investigated.
Results
During a median follow-up of 11.03 years (Inter-quartile range (IQR): 10.30–11.73), a total of 3161 incident lung cancer cases were diagnosed in 395 304 participants. There was a significant association between METS-IR and lung cancer risk, with an HR of 1.28 (95% CI: 1.17–1.41). Based on the Mendelian randomization analysis, however, no causal associations were observed. We observed a joint effect but no interaction between METS-IR and genetic risk. The lung cancer incidence was estimated to be 100.42 (95% CI: 91.45–109.38) per 100 000 person-year for participants with a high METS-IR and PRS, while only 42.76 (95% CI: 36.94–48.59) with low METS-IR and PRS.
Conclusions
High METS-IR was significantly associated with an increased risk of lung cancer. Keeping a low level of METS-IR might help reduce the long-term incident risk of lung cancer.</description><subject>Adult</subject><subject>Aged</subject><subject>Breast cancer</subject><subject>Cancer</subject><subject>Care and treatment</subject><subject>Colorectal carcinoma</subject><subject>Complications and side effects</subject><subject>Epidemiology</subject><subject>Evaluation</subject><subject>Female</subject><subject>Genetic aspects</subject><subject>Genetic susceptibility</subject><subject>Health risks</subject><subject>Humans</subject><subject>Incidence</subject><subject>Insulin</subject><subject>Insulin Resistance</subject><subject>Low level</subject><subject>Lung cancer</subject><subject>Lung Neoplasms - epidemiology</subject><subject>Male</subject><subject>Mendelian Randomization Analysis</subject><subject>Metabolic Syndrome - epidemiology</subject><subject>Middle Aged</subject><subject>Prevention</subject><subject>Proportional Hazards Models</subject><subject>Prostate cancer</subject><subject>Randomization</subject><subject>Regression models</subject><subject>Resistance</subject><subject>Risk</subject><subject>Risk Factors</subject><issn>1101-1262</issn><issn>1464-360X</issn><issn>1464-360X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><sourceid>7TQ</sourceid><recordid>eNqNks1rFTEUxQdRbK1uXUrAjYLT3nzMZLKSUqottBT0LdyFTObOa9p5yWsy48d_b4b3WloVlRBykvzuCbmconhJYZ-C4gc4xfXUHthr0zEuHhW7VNSi5DV8eZw1BVpSVrOd4llKVwBQyYY9LXZ4wwEY57uFXlwiMSkF68zogictjt8QPTk_XnwuTz-9I8YT5zsX0Y6zwO-kDzGrNA3Ok4jJpdF4izPZkWHyS2LnfSTRpevnxZPeDAlfbNe9YvHheHF0Up5dfDw9OjwrrZBsLDnUqq36RoKyEivTVhwsrbGxrJMmK9lKVtm6apTlDFgrOIrWqjxZ31m-V7zf2OZmrLCz6MdoBr2ObmXiDx2M0w9vvLvUy_BVU8oUb2iTHd5sHWK4mTCNeuWSxWEwHsOUNFOMUqqEYBl9_Qt6Fabo8_c0p8CBArtPLc2A2vk-5IftbKoPGyoUF8Do3ymQIFWjeKb2_0Dl0eHK2eCxd_n8ge3_Ffz-go0hpYj9Xe8o6DlpepM0vU1aLnh1v-N3-G20MvB2A4Rp_S-znzgy3Gs</recordid><startdate>20240801</startdate><enddate>20240801</enddate><creator>Wang, Guoqing</creator><creator>Zhu, Zhaopeng</creator><creator>Wang, Yi</creator><creator>Zhang, Qiang</creator><creator>Sun, Yungang</creator><creator>Pang, Guanlian</creator><creator>Ge, Wenjing</creator><creator>Ma, Zhimin</creator><creator>Ma, Huimin</creator><creator>Gong, Linnan</creator><creator>Ma, Hongxia</creator><creator>Shao, Feng</creator><creator>Zhu, Meng</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>TOX</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T2</scope><scope>7TQ</scope><scope>C1K</scope><scope>DHY</scope><scope>DON</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-5122-1733</orcidid><orcidid>https://orcid.org/0000-0002-2462-9693</orcidid></search><sort><creationdate>20240801</creationdate><title>The association between METS-IR, an indirect index for insulin resistance, and lung cancer risk</title><author>Wang, Guoqing ; Zhu, Zhaopeng ; Wang, Yi ; Zhang, Qiang ; Sun, Yungang ; Pang, Guanlian ; Ge, Wenjing ; Ma, Zhimin ; Ma, Huimin ; Gong, Linnan ; Ma, Hongxia ; Shao, Feng ; Zhu, Meng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c472t-3069b5f8709c7e5ab530c16e8c2d7ac167b725c6589c3202b43e4bc94bc2fdc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Breast cancer</topic><topic>Cancer</topic><topic>Care and treatment</topic><topic>Colorectal carcinoma</topic><topic>Complications and side effects</topic><topic>Epidemiology</topic><topic>Evaluation</topic><topic>Female</topic><topic>Genetic aspects</topic><topic>Genetic susceptibility</topic><topic>Health risks</topic><topic>Humans</topic><topic>Incidence</topic><topic>Insulin</topic><topic>Insulin Resistance</topic><topic>Low level</topic><topic>Lung cancer</topic><topic>Lung Neoplasms - epidemiology</topic><topic>Male</topic><topic>Mendelian Randomization Analysis</topic><topic>Metabolic Syndrome - epidemiology</topic><topic>Middle Aged</topic><topic>Prevention</topic><topic>Proportional Hazards Models</topic><topic>Prostate cancer</topic><topic>Randomization</topic><topic>Regression models</topic><topic>Resistance</topic><topic>Risk</topic><topic>Risk Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Guoqing</creatorcontrib><creatorcontrib>Zhu, Zhaopeng</creatorcontrib><creatorcontrib>Wang, Yi</creatorcontrib><creatorcontrib>Zhang, Qiang</creatorcontrib><creatorcontrib>Sun, Yungang</creatorcontrib><creatorcontrib>Pang, Guanlian</creatorcontrib><creatorcontrib>Ge, Wenjing</creatorcontrib><creatorcontrib>Ma, Zhimin</creatorcontrib><creatorcontrib>Ma, Huimin</creatorcontrib><creatorcontrib>Gong, Linnan</creatorcontrib><creatorcontrib>Ma, Hongxia</creatorcontrib><creatorcontrib>Shao, Feng</creatorcontrib><creatorcontrib>Zhu, Meng</creatorcontrib><collection>OUP_牛津大学出版社OA刊</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>PAIS Index</collection><collection>Environmental Sciences and Pollution Management</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>European journal of public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Guoqing</au><au>Zhu, Zhaopeng</au><au>Wang, Yi</au><au>Zhang, Qiang</au><au>Sun, Yungang</au><au>Pang, Guanlian</au><au>Ge, Wenjing</au><au>Ma, Zhimin</au><au>Ma, Huimin</au><au>Gong, Linnan</au><au>Ma, Hongxia</au><au>Shao, Feng</au><au>Zhu, Meng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The association between METS-IR, an indirect index for insulin resistance, and lung cancer risk</atitle><jtitle>European journal of public health</jtitle><addtitle>Eur J Public Health</addtitle><date>2024-08-01</date><risdate>2024</risdate><volume>34</volume><issue>4</issue><spage>800</spage><epage>805</epage><pages>800-805</pages><issn>1101-1262</issn><issn>1464-360X</issn><eissn>1464-360X</eissn><abstract>Abstract
Background
Insulin resistance has been reported to increase the risk of breast, prostate and colorectal cancer. However, the role of insulin resistance and its interaction with genetic risk in the development of lung cancer remains controversial. Therefore, we aimed to explore the association between a novel metabolic score for insulin resistance (METS-IR) and lung cancer risk.
Methods
A total of 395 304 participants without previous cancer at baseline were included. The Cox proportional hazards regression model was performed to investigate the association between METS-IR and lung cancer risk. In addition, a Mendelian randomization analysis was also performed to explore the causal relationship. The joint effects and additive interactions between METS-IR and polygenetic risk score (PRS) of lung cancer were also investigated.
Results
During a median follow-up of 11.03 years (Inter-quartile range (IQR): 10.30–11.73), a total of 3161 incident lung cancer cases were diagnosed in 395 304 participants. There was a significant association between METS-IR and lung cancer risk, with an HR of 1.28 (95% CI: 1.17–1.41). Based on the Mendelian randomization analysis, however, no causal associations were observed. We observed a joint effect but no interaction between METS-IR and genetic risk. The lung cancer incidence was estimated to be 100.42 (95% CI: 91.45–109.38) per 100 000 person-year for participants with a high METS-IR and PRS, while only 42.76 (95% CI: 36.94–48.59) with low METS-IR and PRS.
Conclusions
High METS-IR was significantly associated with an increased risk of lung cancer. Keeping a low level of METS-IR might help reduce the long-term incident risk of lung cancer.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>38300233</pmid><doi>10.1093/eurpub/ckad234</doi><tpages>6</tpages><orcidid>https://orcid.org/0000-0001-5122-1733</orcidid><orcidid>https://orcid.org/0000-0002-2462-9693</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1101-1262 |
ispartof | European journal of public health, 2024-08, Vol.34 (4), p.800-805 |
issn | 1101-1262 1464-360X 1464-360X |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11293818 |
source | OUP_牛津大学出版社OA刊; PAIS Index |
subjects | Adult Aged Breast cancer Cancer Care and treatment Colorectal carcinoma Complications and side effects Epidemiology Evaluation Female Genetic aspects Genetic susceptibility Health risks Humans Incidence Insulin Insulin Resistance Low level Lung cancer Lung Neoplasms - epidemiology Male Mendelian Randomization Analysis Metabolic Syndrome - epidemiology Middle Aged Prevention Proportional Hazards Models Prostate cancer Randomization Regression models Resistance Risk Risk Factors |
title | The association between METS-IR, an indirect index for insulin resistance, and lung cancer risk |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-03T10%3A42%3A56IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20association%20between%20METS-IR,%20an%20indirect%20index%20for%20insulin%20resistance,%20and%20lung%20cancer%20risk&rft.jtitle=European%20journal%20of%20public%20health&rft.au=Wang,%20Guoqing&rft.date=2024-08-01&rft.volume=34&rft.issue=4&rft.spage=800&rft.epage=805&rft.pages=800-805&rft.issn=1101-1262&rft.eissn=1464-360X&rft_id=info:doi/10.1093/eurpub/ckad234&rft_dat=%3Cgale_pubme%3EA807079893%3C/gale_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c472t-3069b5f8709c7e5ab530c16e8c2d7ac167b725c6589c3202b43e4bc94bc2fdc3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3103010242&rft_id=info:pmid/38300233&rft_galeid=A807079893&rft_oup_id=10.1093/eurpub/ckad234&rfr_iscdi=true |