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Keywords = biodemography

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18 pages, 1870 KiB  
Article
Affinity-Enriched Plasma Proteomics for Biomarker Discovery in Abdominal Aortic Aneurysms
by Nicolai Bjødstrup Palstrøm, Kristian Boje Nielsen, Amanda Jessica Campbell, Mette Soerensen, Lars Melholt Rasmussen, Jes Sanddal Lindholt and Hans Christian Beck
Proteomes 2024, 12(4), 37; https://doi.org/10.3390/proteomes12040037 - 9 Dec 2024
Viewed by 1518
Abstract
Abdominal aortic aneurysm (AAA) is a life-threatening condition characterized by the weakening and dilation of the abdominal aorta. Few diagnostic biomarkers have been proposed for this condition. We performed mass spectrometry-based proteomics analysis of affinity-enriched plasma from 45 patients with AAA and 45 [...] Read more.
Abdominal aortic aneurysm (AAA) is a life-threatening condition characterized by the weakening and dilation of the abdominal aorta. Few diagnostic biomarkers have been proposed for this condition. We performed mass spectrometry-based proteomics analysis of affinity-enriched plasma from 45 patients with AAA and 45 matched controls to identify changes to the plasma proteome and potential diagnostic biomarkers. Gene ontology analysis revealed a significant upregulation of the proteins involved in inflammation, coagulation, and extracellular matrix in AAA patients, while proteins related to angiogenesis were among those downregulated. Using recursive feature elimination, we identified a subset of 10 significantly regulated proteins that were highly predictive of AAA. A random forest classifier trained on these proteins achieved an area under the curve (AUC) of 0.93 [95% CI: 0.91–0.95] using cross-validation. Further validation in a larger cohort is necessary to confirm these results. Full article
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15 pages, 814 KiB  
Article
Pleiotropic Associations with Alzheimer’s Disease and Physical Activity: Sex Differences and the Effects of Environment
by Yury Loika, Elena Loiko, Irina Culminskaya and Alexander M. Kulminski
Int. J. Mol. Sci. 2024, 25(23), 12571; https://doi.org/10.3390/ijms252312571 - 22 Nov 2024
Viewed by 1100
Abstract
Physical activity (PA) is a modifiable factor in mitigating/preventing Alzheimer’s disease (AD). It is crucial to identify the conditions under which PA’s effects on AD risk would be beneficial. This study aims to gain insights into pleiotropic predisposition to AD and PA within [...] Read more.
Physical activity (PA) is a modifiable factor in mitigating/preventing Alzheimer’s disease (AD). It is crucial to identify the conditions under which PA’s effects on AD risk would be beneficial. This study aims to gain insights into pleiotropic predisposition to AD and PA within and across sexes and environmental effects. We performed a genome-wide association study (GWAS) of pleiotropic AD-PA associations in individuals (65 years and older) of European ancestry in a US sample (14,628 individuals), for men and women separately and combined, and contrasted them with the UK biobank (204,789 individuals) to elucidate the effects of the environment. Fisher’s method and Wald's test were used for estimating the significance of pleiotropic associations and differences between the samples. We identified genetic markers in 60 loci with significant pleiotropic associations. Of them, 91.7% of loci exhibited antagonistic relationships characterized by a misalignment of the signs of the associations of the same alleles with AD and PA and a correlation between these phenotypes. Only 16.7% of associations were replicated in the UKB. Phosphorylation and the regulation of transcription were identified as more pronounced biological mechanisms of AD-PA pleiotropy in females and males, respectively. Our results demonstrate the intrinsic heterogeneity of AD-PA pleiotropy and suggest that PA should be used as an intervention against AD with caution, after identifying groups of individuals and combinations of gene–environment interactions with beneficial effects. Full article
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10 pages, 1876 KiB  
Article
Age-Dependent DNA Methylation Variability on the X-Chromosome in Male and Female Twins
by Qihua Tan, Hikmat Alo, Marianne Nygaard, Mette Sørensen, Alisa Saleh, Jonas Mengel-From and Kaare Christensen
Epigenomes 2024, 8(4), 43; https://doi.org/10.3390/epigenomes8040043 - 18 Nov 2024
Cited by 1 | Viewed by 1577
Abstract
We aimed to explore the age-dependent epigenetic variability on the X-chromosome with consideration of X-chromosome inactivation by applying a sex-stratified regression analysis to DNA methylation array data on X-linked CpGs in aging identical twins. We found 13 X-linked CpGs showing age-related significant increase [...] Read more.
We aimed to explore the age-dependent epigenetic variability on the X-chromosome with consideration of X-chromosome inactivation by applying a sex-stratified regression analysis to DNA methylation array data on X-linked CpGs in aging identical twins. We found 13 X-linked CpGs showing age-related significant increase in variability in males (FDR < 0.05) but none in females. In females, we found a significantly higher proportion of CpGs showing increased variability with age among nominally significant (p < 0.05) CpGs under inactivation, but not among CpGs escaping inactivation. Survival analysis showed a slight trend of correlation by directional change in the variable CpGs with mortality in males. Compared with females, the male X-chromosome can be more vulnerable to epigenetic instability during aging. Full article
(This article belongs to the Special Issue X-Chromosome Inactivation)
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18 pages, 2718 KiB  
Article
Markers of Mitochondrial Function and DNA Repair Associated with Physical Function in Centenarians
by Ines Sanchez-Roman, Beatriz Ferrando, Camilla Myrup Holst, Jonas Mengel-From, Signe Hoei Rasmussen, Mikael Thinggaard, Vilhelm A. Bohr, Kaare Christensen and Tinna Stevnsner
Biomolecules 2024, 14(8), 909; https://doi.org/10.3390/biom14080909 - 26 Jul 2024
Viewed by 2597
Abstract
Mitochondrial dysfunction and genomic instability are key hallmarks of aging. The aim of this study was to evaluate whether maintenance of physical capacities at very old age is associated with key hallmarks of aging. To investigate this, we measured mitochondrial bioenergetics, mitochondrial DNA [...] Read more.
Mitochondrial dysfunction and genomic instability are key hallmarks of aging. The aim of this study was to evaluate whether maintenance of physical capacities at very old age is associated with key hallmarks of aging. To investigate this, we measured mitochondrial bioenergetics, mitochondrial DNA (mtDNA) copy number and DNA repair capacity in peripheral blood mononuclear cells from centenarians. In addition, circulating levels of NAD+/NADH, brain-derived neurotrophic factor (BDNF) and carbonylated proteins were measured in plasma and these parameters were correlated to physical capacities. Centenarians without physical disabilities had lower mitochondrial respiration values including ATP production, reserve capacity, maximal respiration and non-mitochondrial oxygen-consumption rate and had higher mtDNA copy number than centenarians with moderate and severe disabilities (p < 0.05). In centenarian females, grip strength had a positive association with mtDNA copy number (p < 0.05), and a borderline positive trend for activity of the central DNA repair enzyme, APE 1 (p = 0.075), while a negative trend was found with circulating protein carbonylation (p = 0.07) in the entire cohort. Lastly, a trend was observed for a negative association between BDNF and activity of daily living disability score (p = 0.06). Our results suggest that mechanisms involved in maintaining mitochondrial function and genomic stability may be associated with maintenance of physical function in centenarians. Full article
(This article belongs to the Special Issue Mechanisms and Novel Biomarkers Underlying Aging and Longevity)
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15 pages, 6073 KiB  
Article
Genome-Wide Epistatic Network Analyses of Semantic Fluency in Older Adults
by Qihua Tan, Weilong Li, Marianne Nygaard, Ping An, Mary Feitosa, Mary K. Wojczynski, Joseph Zmuda, Konstantin Arbeev, Svetlana Ukraintseva, Anatoliy Yashin, Kaare Christensen and Jonas Mengel-From
Int. J. Mol. Sci. 2024, 25(10), 5257; https://doi.org/10.3390/ijms25105257 - 11 May 2024
Viewed by 1721
Abstract
Semantic fluency impairment has been attributed to a wide range of neurocognitive and psychiatric conditions, especially in the older population. Moderate heritability estimates on semantic fluency were obtained from both twin and family-based studies suggesting genetic contributions to the observed variation across individuals. [...] Read more.
Semantic fluency impairment has been attributed to a wide range of neurocognitive and psychiatric conditions, especially in the older population. Moderate heritability estimates on semantic fluency were obtained from both twin and family-based studies suggesting genetic contributions to the observed variation across individuals. Currently, effort in identifying the genetic variants underlying the heritability estimates for this complex trait remains scarce. Using the semantic fluency scale and genome-wide SNP genotype data from the Long Life Family Study (LLFS), we performed a genome-wide association study (GWAS) and epistasis network analysis on semantic fluency in 2289 individuals aged over 60 years from the American LLFS cohorts and replicated the findings in 1129 individuals aged over 50 years from the Danish LLFS cohort. In the GWAS, two SNPs with genome-wide significance (rs3749683, p = 2.52 × 10−8; rs880179, p = 4.83 × 10−8) mapped to the CMYAS gene on chromosome 5 were detected. The epistasis network analysis identified five modules as significant (4.16 × 10−5 < p < 7.35 × 10−3), of which two were replicated (p < 3.10 × 10−3). These two modules revealed significant enrichment of tissue-specific gene expression in brain tissues and high enrichment of GWAS catalog traits, e.g., obesity-related traits, blood pressure, chronotype, sleep duration, and brain structure, that have been reported to associate with verbal performance in epidemiological studies. Our results suggest high tissue specificity of genetic regulation of gene expression in brain tissues with epistatic SNP networks functioning jointly in modifying individual verbal ability and cognitive performance. Full article
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19 pages, 808 KiB  
Article
A Mass Spectrometry-Based Proteome Study of Twin Pairs Discordant for Incident Acute Myocardial Infarction within Three Years after Blood Sampling Suggests Novel Biomarkers
by Hans Christian Beck, Asmus Cosmos Skovgaard, Afsaneh Mohammadnejad, Nicolai Bjødstrup Palstrøm, Palle Fruekilde Nielsen, Jonas Mengel-From, Jacob Hjelmborg, Lars Melholt Rasmussen and Mette Soerensen
Int. J. Mol. Sci. 2024, 25(5), 2638; https://doi.org/10.3390/ijms25052638 - 24 Feb 2024
Viewed by 1718
Abstract
Acute myocardial infarction (AMI) is a major cause of mortality and morbidity worldwide, yet biomarkers for AMI in the short- or medium-term are lacking. We apply the discordant twin pair design, reducing genetic and environmental confounding, by linking nationwide registry data on AMI [...] Read more.
Acute myocardial infarction (AMI) is a major cause of mortality and morbidity worldwide, yet biomarkers for AMI in the short- or medium-term are lacking. We apply the discordant twin pair design, reducing genetic and environmental confounding, by linking nationwide registry data on AMI diagnoses to a survey of 12,349 twins, thereby identifying 39 twin pairs (48–79 years) discordant for their first-ever AMI within three years after blood sampling. Mass spectrometry of blood plasma identified 715 proteins. Among 363 proteins with a call rate > 50%, imputation and stratified Cox regression analysis revealed seven significant proteins (FDR < 0.05): FGD6, MCAM, and PIK3CB reflected an increased level in AMI twins relative to their non-AMI co-twins (HR > 1), while LBP, IGHV3-15, C1RL, and APOC4 reflected a decreased level in AMI twins relative to their non-AMI co-twins (HR < 1). Additional 50 proteins were nominally significant (p < 0.05), and bioinformatics analyses of all 57 proteins revealed biology within hemostasis, coagulation cascades, the immune system, and the extracellular matrix. A protein–protein-interaction network revealed Fibronectin 1 as a central hub. Finally, technical validation confirmed MCAM, LBP, C1RL, and APOC3. We put forward novel biomarkers for incident AMI, a part of the proteome field where markers are surprisingly rare and where additional studies are highly needed. Full article
(This article belongs to the Special Issue Advances in Mass Spectrometry-Based Proteomics)
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12 pages, 1854 KiB  
Article
Transcription Factor Regulation of Gene Expression Network by ZNF385D and HAND2 in Carotid Atherosclerosis
by Ming Tan, Lars Juel Andersen, Niels Eske Bruun, Matias Greve Lindholm, Qihua Tan and Martin Snoer
Genes 2024, 15(2), 213; https://doi.org/10.3390/genes15020213 - 7 Feb 2024
Viewed by 2122
Abstract
Carotid intima-media thickness (CIMT) is a surrogate indicator for atherosclerosis and has been shown to predict cardiovascular risk in multiple large studies. Identification of molecular markers for carotid atheroma plaque formation can be critical for early intervention and prevention of atherosclerosis. This study [...] Read more.
Carotid intima-media thickness (CIMT) is a surrogate indicator for atherosclerosis and has been shown to predict cardiovascular risk in multiple large studies. Identification of molecular markers for carotid atheroma plaque formation can be critical for early intervention and prevention of atherosclerosis. This study performed transcription factor (TF) network analysis of global gene expression data focusing on two TF genes, ZNF385D and HAND2, whose polymorphisms have been recently reported to show association with CIMT. Genome-wide gene expression data were measured from pieces of carotid endarterectomy collected from 34 hypertensive patients (atheroma plaque of stages IV and above according to the Stary classification) each paired with one sample of distant macroscopically intact tissue (stages I and II). Transcriptional regulation networks or the regulons were reconstructed for ZNF385D (5644 target genes) and HAND2 (781 target genes) using network inference. Their association with the progression of carotid atheroma was examined using gene-set enrichment analysis with extremely high statistical significance for regulons of both ZNF385D and HAND2 (p < 6.95 × 10−7) suggesting the involvement of expression quantitative loci (eQTL). Functional annotation of the regulon genes found heavy involvement in the immune system’s response to inflammation and infection in the development of atherosclerosis. Detailed examination of the regulation and correlation patterns suggests that activities of the two TF genes could have high clinical and interventional impacts on impairing carotid atheroma plaque formation and preventing carotid atherosclerosis. Full article
(This article belongs to the Collection Feature Papers in Bioinformatics)
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18 pages, 1864 KiB  
Article
Exome-Wide Association Study Identified Clusters of Pleiotropic Genetic Associations with Alzheimer’s Disease and Thirteen Cardiovascular Traits
by Yury Loika, Elena Loiko, Irina Culminskaya and Alexander M. Kulminski
Genes 2023, 14(10), 1834; https://doi.org/10.3390/genes14101834 - 22 Sep 2023
Cited by 4 | Viewed by 2088
Abstract
Alzheimer’s disease (AD) and cardiovascular traits might share underlying causes. We sought to identify clusters of cardiovascular traits that share genetic factors with AD. We conducted a univariate exome-wide association study and pair-wise pleiotropic analysis focused on AD and 16 cardiovascular traits—6 diseases [...] Read more.
Alzheimer’s disease (AD) and cardiovascular traits might share underlying causes. We sought to identify clusters of cardiovascular traits that share genetic factors with AD. We conducted a univariate exome-wide association study and pair-wise pleiotropic analysis focused on AD and 16 cardiovascular traits—6 diseases and 10 cardio-metabolic risk factors—for 188,260 UK biobank participants. Our analysis pinpointed nine genetic markers in the APOE gene region and four loci mapped to the CDK11, OBP2B, TPM1, and SMARCA4 genes, which demonstrated associations with AD at p ≤ 5 × 10−4 and pleiotropic associations at p ≤ 5 × 10−8. Using hierarchical cluster analysis, we grouped the phenotypes from these pleiotropic associations into seven clusters. Lipids were divided into three clusters: low-density lipoprotein and total cholesterol, high-density lipoprotein cholesterol, and triglycerides. This split might differentiate the lipid-related mechanisms of AD. The clustering of body mass index (BMI) with weight but not height indicates that weight defines BMI-AD pleiotropy. The remaining two clusters included (i) coronary heart disease and myocardial infarction; and (ii) hypertension, diabetes mellitus (DM), systolic and diastolic blood pressure. We found that all AD protective alleles were associated with larger weight and higher DM risk. Three of the four (75%) clusters of traits, which were significantly correlated with AD, demonstrated antagonistic genetic heterogeneity, characterized by different directions of the genetic associations and trait correlations. Our findings suggest that shared genetic factors between AD and cardiovascular traits mostly affect them in an antagonistic manner. Full article
(This article belongs to the Special Issue Study on Genotypes and Phenotypes of Neurodegenerative Diseases)
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14 pages, 600 KiB  
Article
Interaction Analysis Reveals Complex Genetic Associations with Alzheimer’s Disease in the CLU and ABCA7 Gene Regions
by Alireza Nazarian, Brandon Cook, Marissa Morado and Alexander M. Kulminski
Genes 2023, 14(9), 1666; https://doi.org/10.3390/genes14091666 - 23 Aug 2023
Cited by 2 | Viewed by 1562
Abstract
Sporadic Alzheimer’s disease (AD) is a polygenic neurodegenerative disorder. Single-nucleotide polymorphisms (SNPs) in multiple genes (e.g., CLU and ABCA7) have been associated with AD. However, none of them were characterized as causal variants that indicate the complex genetic architecture of AD, which [...] Read more.
Sporadic Alzheimer’s disease (AD) is a polygenic neurodegenerative disorder. Single-nucleotide polymorphisms (SNPs) in multiple genes (e.g., CLU and ABCA7) have been associated with AD. However, none of them were characterized as causal variants that indicate the complex genetic architecture of AD, which is likely affected by individual variants and their interactions. We performed a meta-analysis of four independent cohorts to examine associations of 32 CLU and 50 ABCA7 polymorphisms as well as their 496 and 1225 pair-wise interactions with AD. The single SNP analyses revealed that six CLU and five ABCA7 SNPs were associated with AD. Ten of them were previously not reported. The interaction analyses identified AD-associated compound genotypes for 25 CLU and 24 ABCA7 SNP pairs, whose comprising SNPs were not associated with AD individually. Three and one additional CLU and ABCA7 pairs composed of the AD-associated SNPs showed partial interactions as the minor allele effect of one SNP in each pair was intensified in the absence of the minor allele of the other SNP. The interactions identified here may modulate associations of the CLU and ABCA7 variants with AD. Our analyses highlight the importance of the roles of combinations of genetic variants in AD risk assessment. Full article
(This article belongs to the Section Neurogenomics)
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16 pages, 2866 KiB  
Article
Development and Validation of Risk Prediction Models for Colorectal Cancer in Patients with Symptoms
by Wei Xu, Ines Mesa-Eguiagaray, Theresa Kirkpatrick, Jennifer Devlin, Stephanie Brogan, Patricia Turner, Chloe Macdonald, Michelle Thornton, Xiaomeng Zhang, Yazhou He, Xue Li, Maria Timofeeva, Susan Farrington, Farhat Din, Malcolm Dunlop and Evropi Theodoratou
J. Pers. Med. 2023, 13(7), 1065; https://doi.org/10.3390/jpm13071065 - 29 Jun 2023
Cited by 4 | Viewed by 2429
Abstract
We aimed to develop and validate prediction models incorporating demographics, clinical features, and a weighted genetic risk score (wGRS) for individual prediction of colorectal cancer (CRC) risk in patients with gastroenterological symptoms. Prediction models were developed with internal validation [CRC Cases: n = [...] Read more.
We aimed to develop and validate prediction models incorporating demographics, clinical features, and a weighted genetic risk score (wGRS) for individual prediction of colorectal cancer (CRC) risk in patients with gastroenterological symptoms. Prediction models were developed with internal validation [CRC Cases: n = 1686/Controls: n = 963]. Candidate predictors included age, sex, BMI, wGRS, family history, and symptoms (changes in bowel habits, rectal bleeding, weight loss, anaemia, abdominal pain). The baseline model included all the non-genetic predictors. Models A (baseline model + wGRS) and B (baseline model) were developed based on LASSO regression to select predictors. Models C (baseline model + wGRS) and D (baseline model) were built using all variables. Models’ calibration and discrimination were evaluated through the Hosmer-Lemeshow test (calibration curves were plotted) and C-statistics (corrected based on 1000 bootstrapping). The models’ prediction performance was: model A (corrected C-statistic = 0.765); model B (corrected C-statistic = 0.753); model C (corrected C-statistic = 0.764); and model D (corrected C-statistic = 0.752). Models A and C, that integrated wGRS with demographic and clinical predictors, had a statistically significant improved prediction performance. Our findings suggest that future application of genetic predictors holds significant promise, which could enhance CRC risk prediction. Therefore, further investigation through model external validation and clinical impact is merited. Full article
(This article belongs to the Special Issue Cancer Biomarker Research and Personalized Medicine 2.0)
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6 pages, 235 KiB  
Brief Report
The Literary Old Age at the Intersection of Medical Practice and Public Health—A Cross-Disciplinary Reading of Ane Riel’s Clockwork
by Troels Mygind Jensen, Nicklas Freisleben Lund, Stine Grønbæk Jensen, Anne Hagen Berg, Anne Marie Mai, Klaus Petersen, Kaare Christensen, Jacob Krabbe Pedersen, Jens Søndergaard and Peter Simonsen
J. Ageing Longev. 2023, 3(2), 153-158; https://doi.org/10.3390/jal3020012 - 9 May 2023
Viewed by 1971
Abstract
Recent decades have witnessed the coming of age of ‘literary gerontology’, a discipline situated at the intersection of literary studies and gerontology. A key argument of this research is that literature and literary criticism can highlight the complexities and ambiguities of age, ageing [...] Read more.
Recent decades have witnessed the coming of age of ‘literary gerontology’, a discipline situated at the intersection of literary studies and gerontology. A key argument of this research is that literature and literary criticism can highlight the complexities and ambiguities of age, ageing and later life. As such, the discipline insists on the relevance of literature within the field of gerontology. This study explores this claim from an interdisciplinary perspective and presents the key findings of an exploratory collaboration between researchers representing literature studies, anthropology, history, public health and medicine. The members of the research team took part in a joint reading, analysis and discussion of Danish author Ane Riel’s novel, Clockwork, which depicts an ageing protagonist’s reconcilement with old age and death. These efforts resulted in dual dimensions of insight: a realistic dimension, which may be interpreted as a confirmation of the existing knowledge of ageing and wellbeing, characterized by physical and cognitive challenges; and an imaginary dimension, a type of knowledge distilled in the interaction between the reader and the literary work. The reader can be seen to be tasked with identifying with the protagonist, with this process providing a hitherto unknown perspective on how ageing is experienced, how it feels and what it means. The study exemplifies an approach fostering cross-disciplinary inspiration, which may stimulate novel research hypotheses and ultimately inform public health thinking and medical practice. Full article
20 pages, 4835 KiB  
Review
Co-Creation and Co-Production of Health Promoting Activities Addressing Older People—A Scoping Review
by Anne Seneca Terkelsen, Christian Tolstrup Wester, Gabriel Gulis, Jørgen Jespersen and Pernille Tanggaard Andersen
Int. J. Environ. Res. Public Health 2022, 19(20), 13043; https://doi.org/10.3390/ijerph192013043 - 11 Oct 2022
Cited by 18 | Viewed by 4010
Abstract
The global population is aging and the promotion of health and well-being for this generation is essential. Co-creative and co-productive practices can be solutions to welfare challenges in local policies. Therefore, this scoping review aimed to understand the extent and type of evidence [...] Read more.
The global population is aging and the promotion of health and well-being for this generation is essential. Co-creative and co-productive practices can be solutions to welfare challenges in local policies. Therefore, this scoping review aimed to understand the extent and type of evidence in relation to the co-creation and co-production of health-promoting activities addressing older people aged 60+ years and to examine the influence of co-creative and co-productive activities on health and well-being, including influential factors for co-creation and co-production. We searched for peer-reviewed and grey literature in ten scientific and five non-scientific databases. From the 2648 studies retrieved, 18 articles were included in this review. Then, an inductive thematic content analysis was applied to the analysis. Three categories related to co-creative and co-productive activities emerged: “Social and physical activities”, “Development of age-friendly environments”, and “Discussions of healthy and active aging”. Facilitating factors for co-creation and co-production were related to the planning and structure of the process and recognition of participants’ time and resources, while the recruitment of participants and their time and resources were the main barriers. Future studies should target co-creative and co-productive interventions to concrete areas and specific sub-groups and be aware of factors influencing a co-creative or co-productive relationship with older people. Full article
(This article belongs to the Special Issue Older Adults' Health and Wellbeing)
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15 pages, 1740 KiB  
Article
Long-Lived Individuals Show a Lower Burden of Variants Predisposing to Age-Related Diseases and a Higher Polygenic Longevity Score
by Guillermo G. Torres, Janina Dose, Tim P. Hasenbein, Marianne Nygaard, Ben Krause-Kyora, Jonas Mengel-From, Kaare Christensen, Karen Andersen-Ranberg, Daniel Kolbe, Wolfgang Lieb, Matthias Laudes, Siegfried Görg, Stefan Schreiber, Andre Franke, Amke Caliebe, Gregor Kuhlenbäumer and Almut Nebel
Int. J. Mol. Sci. 2022, 23(18), 10949; https://doi.org/10.3390/ijms231810949 - 19 Sep 2022
Cited by 15 | Viewed by 3933
Abstract
Longevity is a complex phenotype influenced by both environmental and genetic factors. The genetic contribution is estimated at about 25%. Despite extensive research efforts, only a few longevity genes have been validated across populations. Long-lived individuals (LLI) reach extreme ages with a relative [...] Read more.
Longevity is a complex phenotype influenced by both environmental and genetic factors. The genetic contribution is estimated at about 25%. Despite extensive research efforts, only a few longevity genes have been validated across populations. Long-lived individuals (LLI) reach extreme ages with a relative low prevalence of chronic disability and major age-related diseases (ARDs). We tested whether the protection from ARDs in LLI can partly be attributed to genetic factors by calculating polygenic risk scores (PRSs) for seven common late-life diseases (Alzheimer’s disease (AD), atrial fibrillation (AF), coronary artery disease (CAD), colorectal cancer (CRC), ischemic stroke (ISS), Parkinson’s disease (PD) and type 2 diabetes (T2D)). The examined sample comprised 1351 German LLI (≥94 years, including 643 centenarians) and 4680 German younger controls. For all ARD-PRSs tested, the LLI had significantly lower scores than the younger control individuals (areas under the curve (AUCs): ISS = 0.59, p = 2.84 × 10−35; AD = 0.59, p = 3.16 × 10−25; AF = 0.57, p = 1.07 × 10−16; CAD = 0.56, p = 1.88 × 10−12; CRC = 0.52, p = 5.85 × 10−3; PD = 0.52, p = 1.91 × 10−3; T2D = 0.51, p = 2.61 × 10−3). We combined the individual ARD-PRSs into a meta-PRS (AUC = 0.64, p = 6.45 × 10−15). We also generated two genome-wide polygenic scores for longevity, one with and one without the TOMM40/APOE/APOC1 gene region (AUC (incl. TOMM40/APOE/APOC1) = 0.56, p = 1.45 × 10−5, seven variants; AUC (excl. TOMM40/APOE/APOC1) = 0.55, p = 9.85 × 10−3, 10,361 variants). Furthermore, the inclusion of nine markers from the excluded region (not in LD with each other) plus the APOE haplotype into the model raised the AUC from 0.55 to 0.61. Thus, our results highlight the importance of TOMM40/APOE/APOC1 as a longevity hub. Full article
(This article belongs to the Special Issue Molecular and Biological Mechanisms of Longevity)
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12 pages, 1172 KiB  
Article
Familial Risk and Heritability of Hematologic Malignancies in the Nordic Twin Study of Cancer
by Signe B. Clemmensen, Jennifer R. Harris, Jonas Mengel-From, Wagner H. Bonat, Henrik Frederiksen, Jaakko Kaprio and Jacob v. B. Hjelmborg
Cancers 2021, 13(12), 3023; https://doi.org/10.3390/cancers13123023 - 16 Jun 2021
Cited by 7 | Viewed by 4522
Abstract
We aimed to explore the genetic and environmental contributions to variation in the risk of hematologic malignancies and characterize familial dependence within and across hematologic malignancies. The study base included 316,397 individual twins from the Nordic Twin Study of Cancer with a median [...] Read more.
We aimed to explore the genetic and environmental contributions to variation in the risk of hematologic malignancies and characterize familial dependence within and across hematologic malignancies. The study base included 316,397 individual twins from the Nordic Twin Study of Cancer with a median of 41 years of follow-up: 88,618 (28%) of the twins were monozygotic, and 3459 hematologic malignancies were reported. We estimated the cumulative incidence by age, familial risk, and genetic and environmental variance components of hematologic malignancies accounting for competing risk of death. The lifetime risk of any hematologic malignancy was 2.5% (95% CI 2.4–2.6%), as in the background population. This risk was elevated to 4.5% (95% CI 3.1–6.5%) conditional on hematologic malignancy in a dizygotic co-twin and was even greater at 7.6% (95% CI 4.8–11.8%) if a monozygotic co-twin had a hematologic malignancy. Heritability of the liability to develop any hematologic malignancy was 24% (95% CI 14–33%). This estimate decreased across age, from approximately 55% at age 40 to about 20–25% after age 55, when it seems to stabilize. In this largest ever studied twin cohort with the longest follow-up, we found evidence for familial risk of hematologic malignancies. The discovery of decreasing familial predisposition with increasing age underscores the importance of cancer surveillance in families with hematological malignancies. Full article
(This article belongs to the Special Issue Familial Cancer and Germline Genetics)
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9 pages, 306 KiB  
Article
Estimating Relative Risk When Observing Zero Events—Frequentist Inference and Bayesian Credibility Intervals
by Sören Möller and Linda Juel Ahrenfeldt
Int. J. Environ. Res. Public Health 2021, 18(11), 5527; https://doi.org/10.3390/ijerph18115527 - 21 May 2021
Cited by 20 | Viewed by 3244
Abstract
Relative risk (RR) is a preferred measure for investigating associations in clinical and epidemiological studies with dichotomous outcomes. However, if the outcome of interest is rare, it frequently occurs that no events are observed in one of the comparison groups. In this case, [...] Read more.
Relative risk (RR) is a preferred measure for investigating associations in clinical and epidemiological studies with dichotomous outcomes. However, if the outcome of interest is rare, it frequently occurs that no events are observed in one of the comparison groups. In this case, many of the standard methods used to obtain confidence intervals (CIs) for the RRs are not feasible, even in studies with strong statistical evidence of an association. Different strategies for solving this challenge have been suggested in the literature. This paper, which uses both mathematical arguments and statistical simulations, aims to present, compare, and discuss the different statistical approaches to obtain CIs for RRs in the case of no events in one of the comparison groups. Moreover, we compare these frequentist methods with Bayesian approaches to determine credibility intervals (CrIs) for the RRs. Our results indicate that most of the suggested approaches can be used to obtain CIs (or CrIs) for RRs in the case of no events, although one-sided intervals obtained by methods based on deliberate, probabilistic considerations should be preferred over ad hoc methods. In addition, we demonstrate that Bayesian approaches can be used to obtain CrIs in these situations. Thus, it is possible to obtain statistical inference for the RR, even in studies with no events in one of the comparison groups, and CIs for the RRs should always be provided. However, it is important to note that the obtained intervals are sensitive to the method chosen in the case of small sample sizes. Full article
(This article belongs to the Special Issue Statistical and Epidemiological Methods in Public Health)
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