Elisa Fabbri, Julián Candia, Toshiko Tanaka, Ann Zenobia Moore, Paolo Muratori, Agar Brugiavini, Amaia Calderón-Larrañaga, Davide L Vetrano, Laura Fratiglioni, Eileen Crimmins, Jessica Faul, Kenneth M Langa, David Weir, Luigi Ferrucci
{"title":"中老年人群多病动态、健康预期和生存","authors":"Elisa Fabbri, Julián Candia, Toshiko Tanaka, Ann Zenobia Moore, Paolo Muratori, Agar Brugiavini, Amaia Calderón-Larrañaga, Davide L Vetrano, Laura Fratiglioni, Eileen Crimmins, Jessica Faul, Kenneth M Langa, David Weir, Luigi Ferrucci","doi":"10.1093/gerona/glaf164","DOIUrl":null,"url":null,"abstract":"Introduction Life expectancy has increased, but such increase has disproportionally expanded the period of life with diseases. Whether expanding health expectancy (HE), defined as years of life free of chronic diseases, could also affect rate of multimorbidity accumulation is uncertain. Objective: to investigate the dynamic relationship between HE and rate of multimorbidity accumulation and their impact on survival. Methods 4274 (3511 > 50 years) participants from the Health and Retirement Study (HRS), healthy at baseline and developing at least one disease overtime were included. Mean baseline age was 55.1 years and average follow-up was 9.4 years. Multimorbidity was operationalized as count of diagnosed diseases from a list of nine chronic conditions. HE was operationalized as years from birth until when the first disease was ascertained, and percentage of life in good health calculated as percentage of life lived free of chronic diseases. Mixed models investigated the association between HE and rate of multimorbidity accumulation, while survival analyses evaluated association with time to death. Results HE were positively associated with multimorbidity rate (P<.001). Shorter HE and faster multimorbidity rate were independently associated with higher mortality (P<.001). Their interaction was negatively associated with mortality (P<.001). Results were confirmed restricting the analysis to individuals 51 or older and using HRS specific weights. Individuals with longer HE experienced a greater survival, almost regardless of multimorbidity rate, while a positive gradient was found in percentage of life in good health linked to multimorbidity rate. Discussion Expanding health expectancy is likely followed by compression of morbidity.","PeriodicalId":22892,"journal":{"name":"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences","volume":"215 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamics of Multimorbidity, Health Expectancy and Survival in Middle Aged and Older Individuals\",\"authors\":\"Elisa Fabbri, Julián Candia, Toshiko Tanaka, Ann Zenobia Moore, Paolo Muratori, Agar Brugiavini, Amaia Calderón-Larrañaga, Davide L Vetrano, Laura Fratiglioni, Eileen Crimmins, Jessica Faul, Kenneth M Langa, David Weir, Luigi Ferrucci\",\"doi\":\"10.1093/gerona/glaf164\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Introduction Life expectancy has increased, but such increase has disproportionally expanded the period of life with diseases. Whether expanding health expectancy (HE), defined as years of life free of chronic diseases, could also affect rate of multimorbidity accumulation is uncertain. Objective: to investigate the dynamic relationship between HE and rate of multimorbidity accumulation and their impact on survival. Methods 4274 (3511 > 50 years) participants from the Health and Retirement Study (HRS), healthy at baseline and developing at least one disease overtime were included. Mean baseline age was 55.1 years and average follow-up was 9.4 years. Multimorbidity was operationalized as count of diagnosed diseases from a list of nine chronic conditions. HE was operationalized as years from birth until when the first disease was ascertained, and percentage of life in good health calculated as percentage of life lived free of chronic diseases. Mixed models investigated the association between HE and rate of multimorbidity accumulation, while survival analyses evaluated association with time to death. Results HE were positively associated with multimorbidity rate (P<.001). Shorter HE and faster multimorbidity rate were independently associated with higher mortality (P<.001). Their interaction was negatively associated with mortality (P<.001). Results were confirmed restricting the analysis to individuals 51 or older and using HRS specific weights. Individuals with longer HE experienced a greater survival, almost regardless of multimorbidity rate, while a positive gradient was found in percentage of life in good health linked to multimorbidity rate. Discussion Expanding health expectancy is likely followed by compression of morbidity.\",\"PeriodicalId\":22892,\"journal\":{\"name\":\"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences\",\"volume\":\"215 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-07-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/gerona/glaf164\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/gerona/glaf164","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Dynamics of Multimorbidity, Health Expectancy and Survival in Middle Aged and Older Individuals
Introduction Life expectancy has increased, but such increase has disproportionally expanded the period of life with diseases. Whether expanding health expectancy (HE), defined as years of life free of chronic diseases, could also affect rate of multimorbidity accumulation is uncertain. Objective: to investigate the dynamic relationship between HE and rate of multimorbidity accumulation and their impact on survival. Methods 4274 (3511 > 50 years) participants from the Health and Retirement Study (HRS), healthy at baseline and developing at least one disease overtime were included. Mean baseline age was 55.1 years and average follow-up was 9.4 years. Multimorbidity was operationalized as count of diagnosed diseases from a list of nine chronic conditions. HE was operationalized as years from birth until when the first disease was ascertained, and percentage of life in good health calculated as percentage of life lived free of chronic diseases. Mixed models investigated the association between HE and rate of multimorbidity accumulation, while survival analyses evaluated association with time to death. Results HE were positively associated with multimorbidity rate (P<.001). Shorter HE and faster multimorbidity rate were independently associated with higher mortality (P<.001). Their interaction was negatively associated with mortality (P<.001). Results were confirmed restricting the analysis to individuals 51 or older and using HRS specific weights. Individuals with longer HE experienced a greater survival, almost regardless of multimorbidity rate, while a positive gradient was found in percentage of life in good health linked to multimorbidity rate. Discussion Expanding health expectancy is likely followed by compression of morbidity.