Benjamin R Harrison, Joshua M Akey, Noah Snyder-Mackler, Dan Raftery, Kate E Creevy, Daniel E L Promislow
There is growing interest in the use of molecular features as predictors of age, age-related disease risk and mortality. A major shortcoming of this field, however, is the lack of suitable translational research models to identify and understand the underlying mechanisms of these predictive biomarkers in human populations. In particular, we lack a system which, like humans, is genetically variable, lives in diverse environments, and experiences aging-related chronic conditions treated in the context of a sophisticated health care system. Here, we present results from our analysis of data from the Dog Aging Project (DAP), a long-term longitudinal study of aging in companion dogs. Using longitudinal survival models on data from 937 dogs of the deeply phenotyped Precision Cohort within the DAP, we present the striking finding of a strong, highly significant positive correlation between the effect of individual metabolites on all-cause mortality in humans, and the association of those same metabolites on all-cause mortality in dogs. We also find that across these independent human studies, the biomarkers identified are also highly correlated, strongly suggesting a general signature of mortality within the plasma metabolome across humans, and now in dogs as well. Given the many similarities between dogs and humans with respect to genetics, environment, disease, and disease treatment, and the fact that dogs are so much shorter lived than humans, we argue that dogs represent an extremely valuable translational model in our ongoing effort to understand the underlying molecular causes and consequences of age-related morbidity and mortality in humans.
{"title":"Dogs and humans share biomarkers of mortality.","authors":"Benjamin R Harrison, Joshua M Akey, Noah Snyder-Mackler, Dan Raftery, Kate E Creevy, Daniel E L Promislow","doi":"10.1093/gerona/glaf279","DOIUrl":"10.1093/gerona/glaf279","url":null,"abstract":"<p><p>There is growing interest in the use of molecular features as predictors of age, age-related disease risk and mortality. A major shortcoming of this field, however, is the lack of suitable translational research models to identify and understand the underlying mechanisms of these predictive biomarkers in human populations. In particular, we lack a system which, like humans, is genetically variable, lives in diverse environments, and experiences aging-related chronic conditions treated in the context of a sophisticated health care system. Here, we present results from our analysis of data from the Dog Aging Project (DAP), a long-term longitudinal study of aging in companion dogs. Using longitudinal survival models on data from 937 dogs of the deeply phenotyped Precision Cohort within the DAP, we present the striking finding of a strong, highly significant positive correlation between the effect of individual metabolites on all-cause mortality in humans, and the association of those same metabolites on all-cause mortality in dogs. We also find that across these independent human studies, the biomarkers identified are also highly correlated, strongly suggesting a general signature of mortality within the plasma metabolome across humans, and now in dogs as well. Given the many similarities between dogs and humans with respect to genetics, environment, disease, and disease treatment, and the fact that dogs are so much shorter lived than humans, we argue that dogs represent an extremely valuable translational model in our ongoing effort to understand the underlying molecular causes and consequences of age-related morbidity and mortality in humans.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145812524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Genesio M Karere, Fang-Chi Hsu, Russell T Hepple, Paul M Coen, Steve Cummings, Anne B Newman, Nancy W Glynn, Lauren Sparks, Nancy E Lane, Jianzhao Xu, Nathan Wagner, Ge Li, Jeanne Chan, Laura A Cox, Stephen B Kritchevsky
Background: Peak oxygen consumption during exercise (VO2peak), is a direct measure of cardiorespiratory fitness (CF), a key indicator of physical function and overall health. However, the molecular changes that underpin VO2peak variation are not clear. Our objective is to understand the microRNA (miRNA) signatures that relate to VO2peak variation, which could provide insights to novel mechanisms that contribute to low VO2peak.
Methods: We used small RNA sequencing to analyze baseline, cross-sectional serum samples from 72 participants (70- to 91-year old). We analyzed samples from individuals with low or high VO2peak (N = 18/group) as well as samples from 36 randomly selected participants spanning the entire spectrum of VO2peak. We used LIMMA analysis package for regression analysis and to identify differentially expressed miRNAs.
Results: We identified 1055 miRNAs expressed in all serum samples. Expression of 65 miRNAs differed between participants with low and high VO2peak (P < .05). After P-value adjustment, expression of 5 miRNAs (miR-1301-3p, -431-5p, -501-5p, -519a-3p, and -18a-3p) remained significantly different (FDR = 0.05). The Area Under the Curve for the five miRNAs ranged from 0.77 to 0.84. The optimal sensitivity and specificity ranged from 70% to 80% and 80% to 90%, respectively. After adjustment for age and sex covariates, 46 miRNAs significantly correlated with VO2peak (P < .05) and miR-519a-3p remained significant based on adjusted P-values.
Conclusions: We identified a miRNA signature of VO2peak in older individuals that might provide insights to novel mechanisms that drive low VO2peak. Future studies will validate the findings in a larger, longitudinal study cohort.
{"title":"MicroRNA signatures of cardiorespiratory fitness (VO2peak) in older adults: Insights from the study of muscle, mobility, and aging.","authors":"Genesio M Karere, Fang-Chi Hsu, Russell T Hepple, Paul M Coen, Steve Cummings, Anne B Newman, Nancy W Glynn, Lauren Sparks, Nancy E Lane, Jianzhao Xu, Nathan Wagner, Ge Li, Jeanne Chan, Laura A Cox, Stephen B Kritchevsky","doi":"10.1093/gerona/glaf159","DOIUrl":"10.1093/gerona/glaf159","url":null,"abstract":"<p><strong>Background: </strong>Peak oxygen consumption during exercise (VO2peak), is a direct measure of cardiorespiratory fitness (CF), a key indicator of physical function and overall health. However, the molecular changes that underpin VO2peak variation are not clear. Our objective is to understand the microRNA (miRNA) signatures that relate to VO2peak variation, which could provide insights to novel mechanisms that contribute to low VO2peak.</p><p><strong>Methods: </strong>We used small RNA sequencing to analyze baseline, cross-sectional serum samples from 72 participants (70- to 91-year old). We analyzed samples from individuals with low or high VO2peak (N = 18/group) as well as samples from 36 randomly selected participants spanning the entire spectrum of VO2peak. We used LIMMA analysis package for regression analysis and to identify differentially expressed miRNAs.</p><p><strong>Results: </strong>We identified 1055 miRNAs expressed in all serum samples. Expression of 65 miRNAs differed between participants with low and high VO2peak (P < .05). After P-value adjustment, expression of 5 miRNAs (miR-1301-3p, -431-5p, -501-5p, -519a-3p, and -18a-3p) remained significantly different (FDR = 0.05). The Area Under the Curve for the five miRNAs ranged from 0.77 to 0.84. The optimal sensitivity and specificity ranged from 70% to 80% and 80% to 90%, respectively. After adjustment for age and sex covariates, 46 miRNAs significantly correlated with VO2peak (P < .05) and miR-519a-3p remained significant based on adjusted P-values.</p><p><strong>Conclusions: </strong>We identified a miRNA signature of VO2peak in older individuals that might provide insights to novel mechanisms that drive low VO2peak. Future studies will validate the findings in a larger, longitudinal study cohort.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12596489/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144664139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Correction to: Mental Health Impacts of COVID-19: Does Prepandemic Cognition and Dementia Status Matter?","authors":"","doi":"10.1093/gerona/glaf219","DOIUrl":"10.1093/gerona/glaf219","url":null,"abstract":"","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":"80 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12615905/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145515297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Correction to: Polygenic Risk Scores for Alzheimer's Disease and General Cognitive Function Are Associated With Measures of Cognition in Older South Asians.","authors":"","doi":"10.1093/gerona/glaf220","DOIUrl":"10.1093/gerona/glaf220","url":null,"abstract":"","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":"80 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12615904/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145515211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With parental age rising around the globe, an increased understanding of the impact on health and longevity is needed. Here, we report how the continuous selection of the last progeny during the Caenorhabditis elegans reproductive span results in a diminishment of multiple age-related health measures. After more than 50 generations of late selection, progeny displayed diminished resistance to acute oxidative stress, disrupted partitioning of stored lipids, reduced movement capacity, and an overall shortening of lifespan (36.84% reduction). In contrast, starvation resistance was improved and late selection had negligible effects on developmental timing and total reproductive output that suggests a reduction in lifespan health to preserve reproductive capacity. The phenotypes of late selection are reminiscent of animals with activation of the cytoprotective transcription factor SKN-1 that may facilitate transcriptional remodeling following late reproductive selection. These findings suggest the existence of a homeostatic mechanism for bookmarking the temporal boundaries of the parental reproductive span that reshapes the way we think about parental age influencing offspring fitness.
{"title":"Parental age selection in C. elegans influences progeny stress resistance capacity.","authors":"Bennett T Van Camp, Sean P Curran","doi":"10.1093/gerona/glaf221","DOIUrl":"10.1093/gerona/glaf221","url":null,"abstract":"<p><p>With parental age rising around the globe, an increased understanding of the impact on health and longevity is needed. Here, we report how the continuous selection of the last progeny during the Caenorhabditis elegans reproductive span results in a diminishment of multiple age-related health measures. After more than 50 generations of late selection, progeny displayed diminished resistance to acute oxidative stress, disrupted partitioning of stored lipids, reduced movement capacity, and an overall shortening of lifespan (36.84% reduction). In contrast, starvation resistance was improved and late selection had negligible effects on developmental timing and total reproductive output that suggests a reduction in lifespan health to preserve reproductive capacity. The phenotypes of late selection are reminiscent of animals with activation of the cytoprotective transcription factor SKN-1 that may facilitate transcriptional remodeling following late reproductive selection. These findings suggest the existence of a homeostatic mechanism for bookmarking the temporal boundaries of the parental reproductive span that reshapes the way we think about parental age influencing offspring fitness.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12613252/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145403409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Current understanding of the last year of life with dementia is disproportionately informed by studies conducted in western contexts, primarily within long-term care settings. This study examines the last year of life experience for community-dwelling older adults and their caregivers in an Asian setting.
Methods: Using prospective longitudinal cohort data from 125 family caregivers to older adults who have died during the study, we estimate separate random effects regression models to identify factors associated with hospital admissions, medical interventions, care experience, and informal caregiving hours. We also estimate costs associated with informal caregiving hours.
Results: Nearly half (48%) of older adults experienced an inpatient admission, and nearly all (92%) experienced a potentially burdensome intervention. Urinary tract infections were the strongest predictor of hospital admissions (adjusted odds ratio [AOR] = 10.42, p = .00) and medical interventions (AOR = 9.61, p = .02). Pneumonia (AOR = 8.40, p = .05) and febrile episodes (AOR = 3.94, p = .03) were associated with increased odds of intervention, whereas caregivers who prioritized comfort care only were associated with reduced interventions (AOR = 0.28, p = .04) and increased admissions (AOR = 3.20, p = .04). Family caregivers provided 42 hours of care per week on average, and 30% gave up their employment to care for the older adult during the older adult's final year.
Conclusions: Community-dwelling older adults in Singapore experienced similar clinical problems and potentially more burdensome interventions, including feeding tubes and physical restraints, than described previously in other contexts, highlighting the need for a palliative approach not apparent in the frequent acute care utilization, interventions, and caregiving burden observed.
背景:目前对痴呆症患者生命最后一年的了解主要来自西方国家的研究,主要是在长期护理环境中进行的研究。本研究调查了居住在亚洲社区的老年人及其照顾者去年的生活经历。方法:使用前瞻性纵向队列数据,从125名家庭照顾者到在研究期间死亡的老年人,我们估计单独的随机效应回归模型,以确定与住院率、医疗干预、护理经验和非正式护理时间相关的因素。我们还估算了与非正式看护时间相关的成本。结果:近一半(48%)的老年人经历了住院治疗,几乎所有(92%)的老年人都经历了潜在的繁重干预。尿路感染是住院率(调整优势比[AOR] = 10.42, p = .00)和医疗干预(AOR = 9.61, p = .02)的最强预测因子。肺炎(AOR = 8.40, p = 0.05)和发热发作(AOR = 3.94, p = 0.03)与干预率增加相关,而只优先考虑舒适护理的护理人员与干预减少(AOR = 0.28, p = 0.04)和入院率增加(AOR = 3.20, p = 0.04)相关。家庭照顾者平均每周提供42小时的照顾,30%的人在老年人的最后一年放弃了他们的工作来照顾老年人。结论:新加坡社区居住的老年人经历了类似的临床问题和潜在的更繁重的干预措施,包括喂食管和身体约束,比之前在其他情况下描述的要多,强调了在频繁的急性护理使用、干预措施和护理负担中不明显的姑息治疗方法的必要性。
{"title":"The final year for community-dwelling older adults with dementia in an Asian setting: admissions, interventions, and caregiver burden.","authors":"Ellie B Andres, Chetna Malhotra","doi":"10.1093/gerona/glaf227","DOIUrl":"10.1093/gerona/glaf227","url":null,"abstract":"<p><strong>Background: </strong>Current understanding of the last year of life with dementia is disproportionately informed by studies conducted in western contexts, primarily within long-term care settings. This study examines the last year of life experience for community-dwelling older adults and their caregivers in an Asian setting.</p><p><strong>Methods: </strong>Using prospective longitudinal cohort data from 125 family caregivers to older adults who have died during the study, we estimate separate random effects regression models to identify factors associated with hospital admissions, medical interventions, care experience, and informal caregiving hours. We also estimate costs associated with informal caregiving hours.</p><p><strong>Results: </strong>Nearly half (48%) of older adults experienced an inpatient admission, and nearly all (92%) experienced a potentially burdensome intervention. Urinary tract infections were the strongest predictor of hospital admissions (adjusted odds ratio [AOR] = 10.42, p = .00) and medical interventions (AOR = 9.61, p = .02). Pneumonia (AOR = 8.40, p = .05) and febrile episodes (AOR = 3.94, p = .03) were associated with increased odds of intervention, whereas caregivers who prioritized comfort care only were associated with reduced interventions (AOR = 0.28, p = .04) and increased admissions (AOR = 3.20, p = .04). Family caregivers provided 42 hours of care per week on average, and 30% gave up their employment to care for the older adult during the older adult's final year.</p><p><strong>Conclusions: </strong>Community-dwelling older adults in Singapore experienced similar clinical problems and potentially more burdensome interventions, including feeding tubes and physical restraints, than described previously in other contexts, highlighting the need for a palliative approach not apparent in the frequent acute care utilization, interventions, and caregiving burden observed.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":"80 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12672495/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145535122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Charles T Semelka, Rebecca H Neiberg, HarLeigh D Haynie, Stephen B Kritchevsky, Peter J Huckfeldt, Lynne E Wagenknecht, Mark A Espeland, Denise K Houston
Background: Obesity increases risks for mobility limitations and disability in older adults. We examined the long-term effects of an intensive lifestyle intervention (ILI) versus diabetes support and education (DSE) and body mass index (BMI) on disability.
Methods: Disability was assessed using the Pepper Assessment Tool for Disability (PAT-D) over four post-trial visits in Look AHEAD participants with type 2 diabetes and overweight/obesity. Disability and severe disability were defined as self-reporting "a lot of difficulty" or "unable" to perform ≥1 and ≥3 activities, respectively, on PAT-D subscales for mobility, instrumental, and basic activities of daily living (IADLs and BADLs). Associations between intervention group and BMI with disability prevalence were analyzed with GEE regression models, adjusting for demographics, multimorbidity index, cognition, physical performance, and diabetes control.
Results: Among 1191 participants at the first post-trial visit, mean (±SD) age was 68.7 ± 5.7 years, BMI was 34.4 ± 6.1 kg/m2; 61% were female, 69% White, and 52% assigned to ILI. Over nine years of follow-up, odds of severe mobility disability were higher for ILI participants aged ≥70 years (OR [95% CI]): 1.50 [1.02-2.20]) but lower for those in ILI <70 years (0.69 [0.48-0.99]) compared to controls (interaction P = 0.0043). Participants with BMI ≥35 kg/m2 had higher odds of mobility disability (2.06 [1.57-2.70]), severe mobility disability (2.52 [1.79-3.56]), and IADL disability (OR [95% CI]: 2.15 [1.53-3.02]) compared to those with BMI <30 kg/m2.
Conclusion: ILI was associated with greater severe mobility disability in participants ≥70. Regardless of age, those with higher BMI had increased late-life mobility and IADL disability.
{"title":"Late-life Disability following the Action for Health in Diabetes (Look AHEAD) Trial.","authors":"Charles T Semelka, Rebecca H Neiberg, HarLeigh D Haynie, Stephen B Kritchevsky, Peter J Huckfeldt, Lynne E Wagenknecht, Mark A Espeland, Denise K Houston","doi":"10.1093/gerona/glaf245","DOIUrl":"https://doi.org/10.1093/gerona/glaf245","url":null,"abstract":"<p><strong>Background: </strong>Obesity increases risks for mobility limitations and disability in older adults. We examined the long-term effects of an intensive lifestyle intervention (ILI) versus diabetes support and education (DSE) and body mass index (BMI) on disability.</p><p><strong>Methods: </strong>Disability was assessed using the Pepper Assessment Tool for Disability (PAT-D) over four post-trial visits in Look AHEAD participants with type 2 diabetes and overweight/obesity. Disability and severe disability were defined as self-reporting \"a lot of difficulty\" or \"unable\" to perform ≥1 and ≥3 activities, respectively, on PAT-D subscales for mobility, instrumental, and basic activities of daily living (IADLs and BADLs). Associations between intervention group and BMI with disability prevalence were analyzed with GEE regression models, adjusting for demographics, multimorbidity index, cognition, physical performance, and diabetes control.</p><p><strong>Results: </strong>Among 1191 participants at the first post-trial visit, mean (±SD) age was 68.7 ± 5.7 years, BMI was 34.4 ± 6.1 kg/m2; 61% were female, 69% White, and 52% assigned to ILI. Over nine years of follow-up, odds of severe mobility disability were higher for ILI participants aged ≥70 years (OR [95% CI]): 1.50 [1.02-2.20]) but lower for those in ILI <70 years (0.69 [0.48-0.99]) compared to controls (interaction P = 0.0043). Participants with BMI ≥35 kg/m2 had higher odds of mobility disability (2.06 [1.57-2.70]), severe mobility disability (2.52 [1.79-3.56]), and IADL disability (OR [95% CI]: 2.15 [1.53-3.02]) compared to those with BMI <30 kg/m2.</p><p><strong>Conclusion: </strong>ILI was associated with greater severe mobility disability in participants ≥70. Regardless of age, those with higher BMI had increased late-life mobility and IADL disability.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145454489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chen Bai, Feifei Xiao, Mohammad Al-Ani, Catherine C Price, Todd M Manini, Mamoun T Mardini
Background: Preoperative frailty assessment is crucial for surgical risk stratification in older adults. Traditional frailty measurements are often too time-consuming and resource-intensive in preoperative settings. This study aimed to externally validate an artificial intelligence (AI)-based frailty index developed using electronic health records (EHR).
Methods: We externally validated an AI-based frailty index, previously developed by our team, on a cohort of 1 52 364 surgical patients aged 65+ years from the OneFlorida+ Clinical Research Consortium. We examined the association between the predicted frailty and three postoperative outcomes: 30-day mortality, length of hospital stay, and discharge disposition. We also compared the predictive performance of general and service-specific frailty indices (the latter developed using data from patients undergoing specific surgeries) in predicting postoperative outcomes.
Results: The AI-based frailty index demonstrated a strong and stepwise association with adverse postoperative outcomes. Patients in the highest frailty level (top 20%) had significantly higher odds of 30-day mortality (OR 4.33, 95% CI 3.91-4.80), longer hospital stays (2.53 times longer, 95% CI 2.47-2.60), and a higher likelihood of unfavorable discharge dispositions compared to the lowest frailty level, after adjusting for demographics and comorbidities. The general frailty index performed comparably to or slightly better than service-specific indices across surgical specialties.
Conclusion: The developed preoperative frailty index effectively predicts postoperative outcomes in a large and diverse external cohort. The index's efficiency and predictive performance in stratifying surgical risk can potentially improve surgical care and outcomes.
背景:术前虚弱评估是老年人手术风险分层的关键。传统的脆弱性测量在术前通常过于耗时和资源密集。本研究旨在从外部验证使用电子健康记录(EHR)开发的基于人工智能(AI)的虚弱指数。方法:我们从外部验证了我们团队先前开发的基于人工智能的虚弱指数,该指数来自OneFlorida+临床研究联盟的152,364名65岁以上的外科患者。我们研究了预测的虚弱与三个术后结局之间的关系:30天死亡率、住院时间和出院处置。我们还比较了一般虚弱指数和特定服务虚弱指数(后者使用接受特定手术的患者的数据开发)在预测术后结果方面的预测性能。结果:基于人工智能的衰弱指数与术后不良结果呈强且逐步相关。在调整了人口统计学和合共病后,最高虚弱水平的患者(前20%)的30天死亡率(OR 4.33, 95% CI 3.91-4.80)、更长的住院时间(2.53倍,95% CI 2.47-2.60)和更大的不良出院倾向的可能性高于最低虚弱水平的患者。一般虚弱指数的表现与外科专科的服务特定指数相当或略好。结论:制定的术前虚弱指数能有效预测大量不同外部队列的术后预后。该指数在分层手术风险方面的效率和预测性能可以潜在地改善手术护理和结果。
{"title":"External validation of an AI-based preoperative frailty index using real-world data.","authors":"Chen Bai, Feifei Xiao, Mohammad Al-Ani, Catherine C Price, Todd M Manini, Mamoun T Mardini","doi":"10.1093/gerona/glaf119","DOIUrl":"10.1093/gerona/glaf119","url":null,"abstract":"<p><strong>Background: </strong>Preoperative frailty assessment is crucial for surgical risk stratification in older adults. Traditional frailty measurements are often too time-consuming and resource-intensive in preoperative settings. This study aimed to externally validate an artificial intelligence (AI)-based frailty index developed using electronic health records (EHR).</p><p><strong>Methods: </strong>We externally validated an AI-based frailty index, previously developed by our team, on a cohort of 1 52 364 surgical patients aged 65+ years from the OneFlorida+ Clinical Research Consortium. We examined the association between the predicted frailty and three postoperative outcomes: 30-day mortality, length of hospital stay, and discharge disposition. We also compared the predictive performance of general and service-specific frailty indices (the latter developed using data from patients undergoing specific surgeries) in predicting postoperative outcomes.</p><p><strong>Results: </strong>The AI-based frailty index demonstrated a strong and stepwise association with adverse postoperative outcomes. Patients in the highest frailty level (top 20%) had significantly higher odds of 30-day mortality (OR 4.33, 95% CI 3.91-4.80), longer hospital stays (2.53 times longer, 95% CI 2.47-2.60), and a higher likelihood of unfavorable discharge dispositions compared to the lowest frailty level, after adjusting for demographics and comorbidities. The general frailty index performed comparably to or slightly better than service-specific indices across surgical specialties.</p><p><strong>Conclusion: </strong>The developed preoperative frailty index effectively predicts postoperative outcomes in a large and diverse external cohort. The index's efficiency and predictive performance in stratifying surgical risk can potentially improve surgical care and outcomes.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12497563/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144259809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Melkamu B Beyene, Renuka Visvanathan, Robel Alemu, Beben Benyamin, Rudrarup Bhattacharjee, Habtamu B Beyene, Olga Theou, Matteo Cesari, John R Beard, Azmeraw T Amare
Background: Intrinsic capacity (IC) is a multidimensional concept within the World Health Organization framework for healthy aging. It refers to the composite of an individual's physical and mental capacities that enable them to maintain well-being, functional ability, and engagement in valued activities throughout life. While substantial evidence supports the biological basis of IC and its subdomains, the extent to which genetic factors influence IC remains largely unexplored, with no studies currently available.
Methods: Using datasets from the UK Biobank (UKB; N = 44 631) and the Canadian Longitudinal Study on Aging (CLSA; N = 13 085), we implemented the restricted maximum likelihood method to estimate SNP-based heritability (h2snp), followed by a Genome-Wide Association Study (GWAS) to identify genetic variants associated with IC, and post-GWAS analyses to pinpoint biological implications.
Results: The h2snp for IC was estimated at 25.2% in UKB and 19.5% in CLSA. Our GWAS identified 38 independent SNPs for IC across 10 genomic loci and 4289 candidate SNPs, mapped to 197 genes. Post-GWAS analysis revealed the role of these genes in cellular processes such as cell proliferation, immune function, metabolism, and neurodegeneration, with high expression in muscle, heart, brain, adipose, and nerve tissues. Of the 52 traits tested, 23 showed significant genetic correlations with IC, and a higher genetic loading for IC was associated with higher IC scores.
Conclusions: Overall, this study provides comprehensive evidence on the genetic architecture of IC, identifying novel genetic variants and biological pathways, advancing our current knowledge and laying the foundation for ongoing and future research on healthy aging.
背景:内在能力(IC)是世界卫生组织健康老龄化框架内的一个多维概念。它是指一个人的身体和精神能力的综合,使他们能够在一生中保持健康,功能能力和参与有价值的活动。虽然有大量证据支持IC及其子域的生物学基础,但遗传因素对IC的影响程度在很大程度上仍未得到探索,目前尚无研究。方法:使用来自英国生物银行(UKB; N = 44 631)和加拿大老龄化纵向研究(CLSA; N = 13 085)的数据集,我们实施了限制性最大似然法来估计基于snp的遗传力(h2snp),随后进行了全基因组关联研究(GWAS)来确定与IC相关的遗传变异,并进行GWAS后分析以确定生物学意义。结果:IC的h2snp估计在UKB为25.2%,在里昂证券为19.5%。我们的GWAS在10个基因组位点中鉴定出38个独立的IC snp和4289个候选snp,涉及197个基因。gwas后分析揭示了这些基因在细胞增殖、免疫功能、代谢和神经变性等细胞过程中的作用,在肌肉、心脏、大脑、脂肪和神经组织中高表达。在测试的52个性状中,23个性状与IC表现出显著的遗传相关性,IC的遗传负荷越高,IC得分越高。结论:总的来说,本研究为IC的遗传结构提供了全面的证据,发现了新的遗传变异和生物学途径,推进了我们现有的知识,为正在进行和未来的健康衰老研究奠定了基础。
{"title":"A genome-wide association study identified 10 novel genomic loci associated with intrinsic capacity.","authors":"Melkamu B Beyene, Renuka Visvanathan, Robel Alemu, Beben Benyamin, Rudrarup Bhattacharjee, Habtamu B Beyene, Olga Theou, Matteo Cesari, John R Beard, Azmeraw T Amare","doi":"10.1093/gerona/glaf196","DOIUrl":"10.1093/gerona/glaf196","url":null,"abstract":"<p><strong>Background: </strong>Intrinsic capacity (IC) is a multidimensional concept within the World Health Organization framework for healthy aging. It refers to the composite of an individual's physical and mental capacities that enable them to maintain well-being, functional ability, and engagement in valued activities throughout life. While substantial evidence supports the biological basis of IC and its subdomains, the extent to which genetic factors influence IC remains largely unexplored, with no studies currently available.</p><p><strong>Methods: </strong>Using datasets from the UK Biobank (UKB; N = 44 631) and the Canadian Longitudinal Study on Aging (CLSA; N = 13 085), we implemented the restricted maximum likelihood method to estimate SNP-based heritability (h2snp), followed by a Genome-Wide Association Study (GWAS) to identify genetic variants associated with IC, and post-GWAS analyses to pinpoint biological implications.</p><p><strong>Results: </strong>The h2snp for IC was estimated at 25.2% in UKB and 19.5% in CLSA. Our GWAS identified 38 independent SNPs for IC across 10 genomic loci and 4289 candidate SNPs, mapped to 197 genes. Post-GWAS analysis revealed the role of these genes in cellular processes such as cell proliferation, immune function, metabolism, and neurodegeneration, with high expression in muscle, heart, brain, adipose, and nerve tissues. Of the 52 traits tested, 23 showed significant genetic correlations with IC, and a higher genetic loading for IC was associated with higher IC scores.</p><p><strong>Conclusions: </strong>Overall, this study provides comprehensive evidence on the genetic architecture of IC, identifying novel genetic variants and biological pathways, advancing our current knowledge and laying the foundation for ongoing and future research on healthy aging.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":"80 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12510315/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145260475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Keran W Chamberlin, Chenxi Li, Anna Kucharska-Newton, Zhehui Luo, Mathew Reeves, Srishti Shrestha, Jayant M Pinto, Jennifer A Deal, Vidyulata Kamath, David Couper, Thomas H Mosley, Honglei Chen
Background: Poor olfaction may be associated with incident heart failure (HF) in older adults, but empirical evidence is scant.
Methods: We included 5217 participants free of clinical HF and with a smell assessment in 2011-2013 from the Atherosclerosis Risk in Communities Study. Olfaction was measured by the 12-item Sniffin' Sticks odor identification test and defined as good (score 11-12), moderate (9-10), or poor (≤8). Participants were followed until the first HF hospitalization, death, last contact, or December 31, 2020, whichever happened first. We estimated adjusted risk ratios (aRR) for associations of olfaction with incident HF and its subtypes, and cross-sectional associations of olfaction with subclinical HF markers, including N-terminal pro-B-type natriuretic peptides (NT-proBNP), high-sensitive cardiac troponin T (hs-cTnT), and echocardiogram-defined structural heart disease.
Results: During a median 8.4-year follow-up, we identified 622 incident HF, including 212 with reduced ejection fraction (HFrEF) and 250 with preserved EF (HFpEF). Comparing poor with good olfaction, the aRR of HF was 1.24 (95% confidence interval (CI): 1.03,1.51) at year 8. Moderate olfaction showed a similar association pattern with HF risk, with the corresponding aRR of 1.23 (95% CI, 1.00-1.50). Poor olfaction appeared to have an evident association with HFrEF but not with HFpEF. Poor olfaction was associated with higher median levels of NT-proBNP and hs-cTnT, and higher odds of having structural heart disease than good olfaction.
Conclusions: In older adults, poor olfaction identified by a single smell test was associated with a modestly higher risk of HF, especially HFrEF, and with known subclinical HF biomarkers.
{"title":"Poor olfaction and risk of heart failure in the Atherosclerosis Risk in Communities Study.","authors":"Keran W Chamberlin, Chenxi Li, Anna Kucharska-Newton, Zhehui Luo, Mathew Reeves, Srishti Shrestha, Jayant M Pinto, Jennifer A Deal, Vidyulata Kamath, David Couper, Thomas H Mosley, Honglei Chen","doi":"10.1093/gerona/glaf199","DOIUrl":"10.1093/gerona/glaf199","url":null,"abstract":"<p><strong>Background: </strong>Poor olfaction may be associated with incident heart failure (HF) in older adults, but empirical evidence is scant.</p><p><strong>Methods: </strong>We included 5217 participants free of clinical HF and with a smell assessment in 2011-2013 from the Atherosclerosis Risk in Communities Study. Olfaction was measured by the 12-item Sniffin' Sticks odor identification test and defined as good (score 11-12), moderate (9-10), or poor (≤8). Participants were followed until the first HF hospitalization, death, last contact, or December 31, 2020, whichever happened first. We estimated adjusted risk ratios (aRR) for associations of olfaction with incident HF and its subtypes, and cross-sectional associations of olfaction with subclinical HF markers, including N-terminal pro-B-type natriuretic peptides (NT-proBNP), high-sensitive cardiac troponin T (hs-cTnT), and echocardiogram-defined structural heart disease.</p><p><strong>Results: </strong>During a median 8.4-year follow-up, we identified 622 incident HF, including 212 with reduced ejection fraction (HFrEF) and 250 with preserved EF (HFpEF). Comparing poor with good olfaction, the aRR of HF was 1.24 (95% confidence interval (CI): 1.03,1.51) at year 8. Moderate olfaction showed a similar association pattern with HF risk, with the corresponding aRR of 1.23 (95% CI, 1.00-1.50). Poor olfaction appeared to have an evident association with HFrEF but not with HFpEF. Poor olfaction was associated with higher median levels of NT-proBNP and hs-cTnT, and higher odds of having structural heart disease than good olfaction.</p><p><strong>Conclusions: </strong>In older adults, poor olfaction identified by a single smell test was associated with a modestly higher risk of HF, especially HFrEF, and with known subclinical HF biomarkers.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12510733/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145034996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}