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Deep Diving Into the Cardiovascular Health Paradox: A Journey Towards Personalized Prevention
The Life's Simple 7 score (LS7) promotes cardiovascular health (CVH). Despite this, some with optimal LS7 develop cardiovascular disease (CVD), while others with poor CVH do not, termed the "CVH paradox." This paper explores pathways explaining this paradox. We examined methodological...
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Published in: | Public health reviews 2024-07, Vol.45, p.1606879 |
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description | The Life's Simple 7 score (LS7) promotes cardiovascular health (CVH). Despite this, some with optimal LS7 develop cardiovascular disease (CVD), while others with poor CVH do not, termed the "CVH paradox." This paper explores pathways explaining this paradox.
We examined methodological aspects: 1) misclassification bias in self-reported lifestyle factors (smoking, physical activity, diet); 2) cumulative exposure to risk factors over a lifetime, impacting the CVH paradox. Punctual risk factor assessments are suboptimal for predicting outcomes. We proposed personalized prevention using "novel" elements to refine CVH assessment: 1) subclinical vascular disease markers, 2) metabolic biomarkers in blood and urine, 3) emerging risk factors, 4) polygenic risk scores (PRS), 5) epigenetics, and 6) the exposome.
Addressing the CVH paradox requires a multifaceted approach, reducing misclassification bias, considering cumulative risk exposure, and incorporating novel personalized prevention elements.
A holistic, individualized approach to CVH assessment and CVD prevention can better reduce cardiovascular outcomes and improve population health. Collaboration among researchers, healthcare providers, policymakers, and communities is essential for effective implementation and realization of these strategies. |
doi_str_mv | 10.3389/phrs.2024.1606879 |
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We examined methodological aspects: 1) misclassification bias in self-reported lifestyle factors (smoking, physical activity, diet); 2) cumulative exposure to risk factors over a lifetime, impacting the CVH paradox. Punctual risk factor assessments are suboptimal for predicting outcomes. We proposed personalized prevention using "novel" elements to refine CVH assessment: 1) subclinical vascular disease markers, 2) metabolic biomarkers in blood and urine, 3) emerging risk factors, 4) polygenic risk scores (PRS), 5) epigenetics, and 6) the exposome.
Addressing the CVH paradox requires a multifaceted approach, reducing misclassification bias, considering cumulative risk exposure, and incorporating novel personalized prevention elements.
A holistic, individualized approach to CVH assessment and CVD prevention can better reduce cardiovascular outcomes and improve population health. Collaboration among researchers, healthcare providers, policymakers, and communities is essential for effective implementation and realization of these strategies.</description><identifier>ISSN: 0301-0422</identifier><identifier>ISSN: 2107-6952</identifier><identifier>EISSN: 2107-6952</identifier><identifier>DOI: 10.3389/phrs.2024.1606879</identifier><identifier>PMID: 39145154</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>cardiovascular health ; CVH paradox ; emerging risk factors ; personalized approach ; precision prevention ; Public Health Archive</subject><ispartof>Public health reviews, 2024-07, Vol.45, p.1606879</ispartof><rights>Copyright © 2024 Gaye, Naji, Sims, Cuffee, Ogungbe, Michos, Lassale, Sabouret and Jouven.</rights><rights>Copyright © 2024 Gaye, Naji, Sims, Cuffee, Ogungbe, Michos, Lassale, Sabouret and Jouven. 2024 Gaye, Naji, Sims, Cuffee, Ogungbe, Michos, Lassale, Sabouret and Jouven</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c305t-34aedf064724b72f4c55529fc01958cf78a7cb3071f9aa489ff14972de45d1f53</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11322578/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11322578/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39145154$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gaye, Bamba</creatorcontrib><creatorcontrib>Naji, Nabila Bouatia</creatorcontrib><creatorcontrib>Sims, Mario</creatorcontrib><creatorcontrib>Cuffee, Yendelela</creatorcontrib><creatorcontrib>Ogungbe, Oluwabunmi</creatorcontrib><creatorcontrib>Michos, Erin D</creatorcontrib><creatorcontrib>Lassale, Camille</creatorcontrib><creatorcontrib>Sabouret, Pierre</creatorcontrib><creatorcontrib>Jouven, Xavier</creatorcontrib><title>Deep Diving Into the Cardiovascular Health Paradox: A Journey Towards Personalized Prevention</title><title>Public health reviews</title><addtitle>Public Health Rev</addtitle><description>The Life's Simple 7 score (LS7) promotes cardiovascular health (CVH). Despite this, some with optimal LS7 develop cardiovascular disease (CVD), while others with poor CVH do not, termed the "CVH paradox." This paper explores pathways explaining this paradox.
We examined methodological aspects: 1) misclassification bias in self-reported lifestyle factors (smoking, physical activity, diet); 2) cumulative exposure to risk factors over a lifetime, impacting the CVH paradox. Punctual risk factor assessments are suboptimal for predicting outcomes. We proposed personalized prevention using "novel" elements to refine CVH assessment: 1) subclinical vascular disease markers, 2) metabolic biomarkers in blood and urine, 3) emerging risk factors, 4) polygenic risk scores (PRS), 5) epigenetics, and 6) the exposome.
Addressing the CVH paradox requires a multifaceted approach, reducing misclassification bias, considering cumulative risk exposure, and incorporating novel personalized prevention elements.
A holistic, individualized approach to CVH assessment and CVD prevention can better reduce cardiovascular outcomes and improve population health. Collaboration among researchers, healthcare providers, policymakers, and communities is essential for effective implementation and realization of these strategies.</description><subject>cardiovascular health</subject><subject>CVH paradox</subject><subject>emerging risk factors</subject><subject>personalized approach</subject><subject>precision prevention</subject><subject>Public Health Archive</subject><issn>0301-0422</issn><issn>2107-6952</issn><issn>2107-6952</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkU1vEzEQQC0EolHpD-CCfOSS4PHHes0FVSnQoErkUI7ImnjtxNVmHezdQPvruyGhor6M5Jl5M6NHyFtgMyFq82G3yWXGGZczqFhVa_OCTDgwPa2M4i_JhAkGUyY5PyMXpdyx8QnDjWKvyZkwIBUoOSE_r7zf0au4j92aLro-0X7j6RxzE9MeixtazPTaY9tv6BIzNunPR3pJv6Uhd_6e3qbfY2mhS59L6rCND76hy-z3vutj6t6QVwHb4i9O8Zz8-PL5dn49vfn-dTG_vJk6wVQ_FRJ9E1glNZcrzYN0SilugmNgVO2CrlG7lWAagkGUtQkBpNG88VI1EJQ4J4sjt0l4Z3c5bjHf24TR_v1IeW0x99G13uoA4BECNKqWtVJmnBTYCF-xUNVBj6xPR9ZuWG1948ZLMrbPoM8zXdzYddpbAMG50vVIeH8i5PRr8KW321icb1vsfBqKFcwI0LKqDovDsdTlVEr24WkOMHvQbA-a7UGzPWkee979v-BTxz-p4hFZ46RS</recordid><startdate>20240717</startdate><enddate>20240717</enddate><creator>Gaye, Bamba</creator><creator>Naji, Nabila Bouatia</creator><creator>Sims, Mario</creator><creator>Cuffee, Yendelela</creator><creator>Ogungbe, Oluwabunmi</creator><creator>Michos, Erin D</creator><creator>Lassale, Camille</creator><creator>Sabouret, Pierre</creator><creator>Jouven, Xavier</creator><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20240717</creationdate><title>Deep Diving Into the Cardiovascular Health Paradox: A Journey Towards Personalized Prevention</title><author>Gaye, Bamba ; Naji, Nabila Bouatia ; Sims, Mario ; Cuffee, Yendelela ; Ogungbe, Oluwabunmi ; Michos, Erin D ; Lassale, Camille ; Sabouret, Pierre ; Jouven, Xavier</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c305t-34aedf064724b72f4c55529fc01958cf78a7cb3071f9aa489ff14972de45d1f53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>cardiovascular health</topic><topic>CVH paradox</topic><topic>emerging risk factors</topic><topic>personalized approach</topic><topic>precision prevention</topic><topic>Public Health Archive</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gaye, Bamba</creatorcontrib><creatorcontrib>Naji, Nabila Bouatia</creatorcontrib><creatorcontrib>Sims, Mario</creatorcontrib><creatorcontrib>Cuffee, Yendelela</creatorcontrib><creatorcontrib>Ogungbe, Oluwabunmi</creatorcontrib><creatorcontrib>Michos, Erin D</creatorcontrib><creatorcontrib>Lassale, Camille</creatorcontrib><creatorcontrib>Sabouret, Pierre</creatorcontrib><creatorcontrib>Jouven, Xavier</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Public health reviews</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gaye, Bamba</au><au>Naji, Nabila Bouatia</au><au>Sims, Mario</au><au>Cuffee, Yendelela</au><au>Ogungbe, Oluwabunmi</au><au>Michos, Erin D</au><au>Lassale, Camille</au><au>Sabouret, Pierre</au><au>Jouven, Xavier</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Deep Diving Into the Cardiovascular Health Paradox: A Journey Towards Personalized Prevention</atitle><jtitle>Public health reviews</jtitle><addtitle>Public Health Rev</addtitle><date>2024-07-17</date><risdate>2024</risdate><volume>45</volume><spage>1606879</spage><pages>1606879-</pages><issn>0301-0422</issn><issn>2107-6952</issn><eissn>2107-6952</eissn><abstract>The Life's Simple 7 score (LS7) promotes cardiovascular health (CVH). Despite this, some with optimal LS7 develop cardiovascular disease (CVD), while others with poor CVH do not, termed the "CVH paradox." This paper explores pathways explaining this paradox.
We examined methodological aspects: 1) misclassification bias in self-reported lifestyle factors (smoking, physical activity, diet); 2) cumulative exposure to risk factors over a lifetime, impacting the CVH paradox. Punctual risk factor assessments are suboptimal for predicting outcomes. We proposed personalized prevention using "novel" elements to refine CVH assessment: 1) subclinical vascular disease markers, 2) metabolic biomarkers in blood and urine, 3) emerging risk factors, 4) polygenic risk scores (PRS), 5) epigenetics, and 6) the exposome.
Addressing the CVH paradox requires a multifaceted approach, reducing misclassification bias, considering cumulative risk exposure, and incorporating novel personalized prevention elements.
A holistic, individualized approach to CVH assessment and CVD prevention can better reduce cardiovascular outcomes and improve population health. Collaboration among researchers, healthcare providers, policymakers, and communities is essential for effective implementation and realization of these strategies.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>39145154</pmid><doi>10.3389/phrs.2024.1606879</doi><oa>free_for_read</oa></addata></record> |
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subjects | cardiovascular health CVH paradox emerging risk factors personalized approach precision prevention Public Health Archive |
title | Deep Diving Into the Cardiovascular Health Paradox: A Journey Towards Personalized Prevention |
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