The association of metabolic syndrome score trajectory patterns with risk of all cancer types
Background Metabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long‐term association with cancer. Inflammation, alongside MetS, could synergistically expedite both the onset and advancement of cancer. This study aims to investigate MetS score t...
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Published in | Cancer Vol. 130; no. 12; pp. 2150 - 2159 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
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15.06.2024
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Abstract | Background
Metabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long‐term association with cancer. Inflammation, alongside MetS, could synergistically expedite both the onset and advancement of cancer. This study aims to investigate MetS score trajectories and cancer risk in a large, prospective cohort study.
Methods
The authors prospectively examined the relationship between MetS score trajectory patterns and new‐onset cancer in 44,115 participants. Latent mixture modeling was used to identify the MetS score trajectories. Cox proportional hazards regression models were used to evaluate the association between MetS score trajectory patterns and the risk of overall and site‐specific cancers.
Results
Four MetS score trajectory patterns were identified: low‐stable (n = 4657), moderate‐low (n = 18,018), moderate‐high (n = 18,288), and elevated‐increasing (n = 3152). Compared to participants with a low‐stable trajectory pattern, the elevated‐increasing trajectory pattern was associated with an elevated risk of overall (hazard ratio [HR], 1.27; 95% confidence interval [CI], 1.04–1.55), breast (HR, 2.11; 95% CI, 1.04–4.34), endometrial (HR, 3.33; 95% CI, 1.16–6.77), kidney (HR, 4.52; 95% CI, 1.17–10.48), colorectal (HR, 2.54; 95% CI, 1.27–5.09), and liver (HR, 1.61; 95% CI, 1.09–4.57) cancers. Among participants with chronic inflammation (C‐reactive protein levels ≥3 mg/L), the elevated‐increasing trajectory pattern was significantly associated with subsequent breast, endometrial, colorectal, and liver cancers.
Conclusions
Trajectories of MetS scores are associated with the occurrence of cancers, especially breast, endometrial, kidney, colorectal, and liver cancers, emphasizing the importance of long‐term monitoring and evaluation of MetS.
Plain Language Summary
The association between long‐term elevated metabolic syndrome (MetS) scores and a heightened risk of various cancers is a pivotal finding of our study.
Our research further indicates that individuals with MetS, particularly when coupled with chronic inflammation, are at an increased risk of cancer.
We propose that sustained monitoring and management of MetS could be beneficial in reducing cancer risk.
Metabolic syndrome (MetS) score trajectories have been linked to an increased risk of several cancers, including breast, endometrial, kidney, colorectal, and liver cancers. This highlights the critical need for long‐term monitoring and evaluation of MetS. |
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AbstractList | Background
Metabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long‐term association with cancer. Inflammation, alongside MetS, could synergistically expedite both the onset and advancement of cancer. This study aims to investigate MetS score trajectories and cancer risk in a large, prospective cohort study.
Methods
The authors prospectively examined the relationship between MetS score trajectory patterns and new‐onset cancer in 44,115 participants. Latent mixture modeling was used to identify the MetS score trajectories. Cox proportional hazards regression models were used to evaluate the association between MetS score trajectory patterns and the risk of overall and site‐specific cancers.
Results
Four MetS score trajectory patterns were identified: low‐stable (n = 4657), moderate‐low (n = 18,018), moderate‐high (n = 18,288), and elevated‐increasing (n = 3152). Compared to participants with a low‐stable trajectory pattern, the elevated‐increasing trajectory pattern was associated with an elevated risk of overall (hazard ratio [HR], 1.27; 95% confidence interval [CI], 1.04–1.55), breast (HR, 2.11; 95% CI, 1.04–4.34), endometrial (HR, 3.33; 95% CI, 1.16–6.77), kidney (HR, 4.52; 95% CI, 1.17–10.48), colorectal (HR, 2.54; 95% CI, 1.27–5.09), and liver (HR, 1.61; 95% CI, 1.09–4.57) cancers. Among participants with chronic inflammation (C‐reactive protein levels ≥3 mg/L), the elevated‐increasing trajectory pattern was significantly associated with subsequent breast, endometrial, colorectal, and liver cancers.
Conclusions
Trajectories of MetS scores are associated with the occurrence of cancers, especially breast, endometrial, kidney, colorectal, and liver cancers, emphasizing the importance of long‐term monitoring and evaluation of MetS.
Plain Language Summary
The association between long‐term elevated metabolic syndrome (MetS) scores and a heightened risk of various cancers is a pivotal finding of our study.
Our research further indicates that individuals with MetS, particularly when coupled with chronic inflammation, are at an increased risk of cancer.
We propose that sustained monitoring and management of MetS could be beneficial in reducing cancer risk.
Metabolic syndrome (MetS) score trajectories have been linked to an increased risk of several cancers, including breast, endometrial, kidney, colorectal, and liver cancers. This highlights the critical need for long‐term monitoring and evaluation of MetS. BackgroundMetabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long‐term association with cancer. Inflammation, alongside MetS, could synergistically expedite both the onset and advancement of cancer. This study aims to investigate MetS score trajectories and cancer risk in a large, prospective cohort study.MethodsThe authors prospectively examined the relationship between MetS score trajectory patterns and new‐onset cancer in 44,115 participants. Latent mixture modeling was used to identify the MetS score trajectories. Cox proportional hazards regression models were used to evaluate the association between MetS score trajectory patterns and the risk of overall and site‐specific cancers.ResultsFour MetS score trajectory patterns were identified: low‐stable (n = 4657), moderate‐low (n = 18,018), moderate‐high (n = 18,288), and elevated‐increasing (n = 3152). Compared to participants with a low‐stable trajectory pattern, the elevated‐increasing trajectory pattern was associated with an elevated risk of overall (hazard ratio [HR], 1.27; 95% confidence interval [CI], 1.04–1.55), breast (HR, 2.11; 95% CI, 1.04–4.34), endometrial (HR, 3.33; 95% CI, 1.16–6.77), kidney (HR, 4.52; 95% CI, 1.17–10.48), colorectal (HR, 2.54; 95% CI, 1.27–5.09), and liver (HR, 1.61; 95% CI, 1.09–4.57) cancers. Among participants with chronic inflammation (C‐reactive protein levels ≥3 mg/L), the elevated‐increasing trajectory pattern was significantly associated with subsequent breast, endometrial, colorectal, and liver cancers.ConclusionsTrajectories of MetS scores are associated with the occurrence of cancers, especially breast, endometrial, kidney, colorectal, and liver cancers, emphasizing the importance of long‐term monitoring and evaluation of MetS.Plain Language SummaryThe association between long‐term elevated metabolic syndrome (MetS) scores and a heightened risk of various cancers is a pivotal finding of our study.Our research further indicates that individuals with MetS, particularly when coupled with chronic inflammation, are at an increased risk of cancer.We propose that sustained monitoring and management of MetS could be beneficial in reducing cancer risk. Metabolic syndrome (MetS) score trajectories have been linked to an increased risk of several cancers, including breast, endometrial, kidney, colorectal, and liver cancers. This highlights the critical need for long‐term monitoring and evaluation of MetS. Metabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long-term association with cancer. Inflammation, alongside MetS, could synergistically expedite both the onset and advancement of cancer. This study aims to investigate MetS score trajectories and cancer risk in a large, prospective cohort study.BACKGROUNDMetabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long-term association with cancer. Inflammation, alongside MetS, could synergistically expedite both the onset and advancement of cancer. This study aims to investigate MetS score trajectories and cancer risk in a large, prospective cohort study.The authors prospectively examined the relationship between MetS score trajectory patterns and new-onset cancer in 44,115 participants. Latent mixture modeling was used to identify the MetS score trajectories. Cox proportional hazards regression models were used to evaluate the association between MetS score trajectory patterns and the risk of overall and site-specific cancers.METHODSThe authors prospectively examined the relationship between MetS score trajectory patterns and new-onset cancer in 44,115 participants. Latent mixture modeling was used to identify the MetS score trajectories. Cox proportional hazards regression models were used to evaluate the association between MetS score trajectory patterns and the risk of overall and site-specific cancers.Four MetS score trajectory patterns were identified: low-stable (n = 4657), moderate-low (n = 18,018), moderate-high (n = 18,288), and elevated-increasing (n = 3152). Compared to participants with a low-stable trajectory pattern, the elevated-increasing trajectory pattern was associated with an elevated risk of overall (hazard ratio [HR], 1.27; 95% confidence interval [CI], 1.04-1.55), breast (HR, 2.11; 95% CI, 1.04-4.34), endometrial (HR, 3.33; 95% CI, 1.16-6.77), kidney (HR, 4.52; 95% CI, 1.17-10.48), colorectal (HR, 2.54; 95% CI, 1.27-5.09), and liver (HR, 1.61; 95% CI, 1.09-4.57) cancers. Among participants with chronic inflammation (C-reactive protein levels ≥3 mg/L), the elevated-increasing trajectory pattern was significantly associated with subsequent breast, endometrial, colorectal, and liver cancers.RESULTSFour MetS score trajectory patterns were identified: low-stable (n = 4657), moderate-low (n = 18,018), moderate-high (n = 18,288), and elevated-increasing (n = 3152). Compared to participants with a low-stable trajectory pattern, the elevated-increasing trajectory pattern was associated with an elevated risk of overall (hazard ratio [HR], 1.27; 95% confidence interval [CI], 1.04-1.55), breast (HR, 2.11; 95% CI, 1.04-4.34), endometrial (HR, 3.33; 95% CI, 1.16-6.77), kidney (HR, 4.52; 95% CI, 1.17-10.48), colorectal (HR, 2.54; 95% CI, 1.27-5.09), and liver (HR, 1.61; 95% CI, 1.09-4.57) cancers. Among participants with chronic inflammation (C-reactive protein levels ≥3 mg/L), the elevated-increasing trajectory pattern was significantly associated with subsequent breast, endometrial, colorectal, and liver cancers.Trajectories of MetS scores are associated with the occurrence of cancers, especially breast, endometrial, kidney, colorectal, and liver cancers, emphasizing the importance of long-term monitoring and evaluation of MetS.CONCLUSIONSTrajectories of MetS scores are associated with the occurrence of cancers, especially breast, endometrial, kidney, colorectal, and liver cancers, emphasizing the importance of long-term monitoring and evaluation of MetS.The association between long-term elevated metabolic syndrome (MetS) scores and a heightened risk of various cancers is a pivotal finding of our study. Our research further indicates that individuals with MetS, particularly when coupled with chronic inflammation, are at an increased risk of cancer. We propose that sustained monitoring and management of MetS could be beneficial in reducing cancer risk.PLAIN LANGUAGE SUMMARYThe association between long-term elevated metabolic syndrome (MetS) scores and a heightened risk of various cancers is a pivotal finding of our study. Our research further indicates that individuals with MetS, particularly when coupled with chronic inflammation, are at an increased risk of cancer. We propose that sustained monitoring and management of MetS could be beneficial in reducing cancer risk. |
Author | Wang, Yi‐Ming Deng, Li Zhang, Qi Lin, Shi‐Qi Song, Meng‐Meng Liu, Tong Liu, Chen‐An Zhang, Qing‐Song Shi, Han‐Ping |
Author_xml | – sequence: 1 givenname: Li surname: Deng fullname: Deng, Li organization: Capital Medical University – sequence: 2 givenname: Tong surname: Liu fullname: Liu, Tong organization: Capital Medical University – sequence: 3 givenname: Chen‐An surname: Liu fullname: Liu, Chen‐An organization: Capital Medical University – sequence: 4 givenname: Qi surname: Zhang fullname: Zhang, Qi organization: Yale School of Medicine – sequence: 5 givenname: Meng‐Meng surname: Song fullname: Song, Meng‐Meng organization: University of California, San Francisco – sequence: 6 givenname: Shi‐Qi surname: Lin fullname: Lin, Shi‐Qi organization: Capital Medical University – sequence: 7 givenname: Yi‐Ming surname: Wang fullname: Wang, Yi‐Ming email: wymysyx@163.com organization: Kailuan General Hospital – sequence: 8 givenname: Qing‐Song surname: Zhang fullname: Zhang, Qing‐Song email: klyy888888@163.com organization: Kailuan General Hospital – sequence: 9 givenname: Han‐Ping orcidid: 0000-0003-4514-8693 surname: Shi fullname: Shi, Han‐Ping email: shihp@ccmu.edu.cn organization: Capital Medical University |
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Notes | The first three authors contributed equally to this article. http://www.chictr.org.cn/showprojen.aspx?proj=8050 The trial registration is: Kailuan study, ChiCTR‐TNRC‐11001489. Registered August 24, 2011 (retrospectively registered . ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
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Metabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long‐term association with cancer.... Metabolic syndrome (MetS) score trajectories have been linked to an increased risk of several cancers, including breast, endometrial, kidney, colorectal, and... BackgroundMetabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long‐term association with cancer.... Metabolic syndrome (MetS) elevates cancer risk. However, a single MetS assessment does not fully reveal the long-term association with cancer. Inflammation,... |
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SubjectTerms | Breast Cancer Endometrium Evaluation Hazard identification Health risks Inflammation Kidneys Liver cancer Metabolic disorders Metabolic syndrome Monitoring prospective Regression analysis Regression models Risk Statistical analysis trajectory |
Title | The association of metabolic syndrome score trajectory patterns with risk of all cancer types |
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