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de Castro MV, Sábato C, Dandalo-Girardi RM, Silva MVR, Dell'Aquila LP, Razuk-Filho Á, Batista-Júnior PB, Naslavsky MS, Zatz M. Insights into disease resilience and longevity: Hints from COVID-19 recovered nonagenarians and centenarians. Gene 2025; 934:149025. [PMID: 39437899 DOI: 10.1016/j.gene.2024.149025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/17/2024] [Accepted: 10/18/2024] [Indexed: 10/25/2024]
Abstract
The effects of aging on the organism manifest in various ways, including profound and complex changes in functioning patterns, responses to stimuli, and regenerative capacity. Nevertheless, it is remarkable that some elderly individuals maintain their health and functionality despite advanced age, showing resilience to environmental adversities, such as SARS-CoV-2 infection. In this study, we examined a unique cohort of 100 individuals older than 90 years, including centenarians, who recovered from COVID-19 before the availability of vaccines in Brazil. We performed whole-exome analyses and identified incidental findings in four participants. These findings included pathogenic variants associated with serious conditions, such as cancer predisposition and cardiovascular diseases. Specifically, variants were found in the RYR1, DSP, BRCA2, BRCA1, and TTN genes. Also, other two individuals were homozygous for rare variants in the TYK2 gene, related to primary immunodeficiencies. The significance of these findings is underscored by the fact that, despite carrying these rare variants, these individuals surpassed 90 years of age and survived the COVID-19 pandemic. This suggests the presence of genetic protective factors that contribute to longevity and resilience. Therefore, this study provides new insights into interpreting incidental findings in long-lived populations and raises important questions for clinical practice and the genetics of longevity.
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Affiliation(s)
- Mateus V de Castro
- Human Genome and Stem Cell Research Center, University of São Paulo, São Paulo, SP, Brazil
| | - Cristina Sábato
- Human Genome and Stem Cell Research Center, University of São Paulo, São Paulo, SP, Brazil
| | | | - Monize V R Silva
- Human Genome and Stem Cell Research Center, University of São Paulo, São Paulo, SP, Brazil
| | | | | | | | - Michel S Naslavsky
- Human Genome and Stem Cell Research Center, University of São Paulo, São Paulo, SP, Brazil
| | - Mayana Zatz
- Human Genome and Stem Cell Research Center, University of São Paulo, São Paulo, SP, Brazil.
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2
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Kim DJ, Kang JH, Kim JW, Kim SB, Lee YK, Cheon MJ, Lee BC. Assessing the utility of epigenetic clocks for health prediction in South Korean. FRONTIERS IN AGING 2024; 5:1493406. [PMID: 39687863 PMCID: PMC11646986 DOI: 10.3389/fragi.2024.1493406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 11/13/2024] [Indexed: 12/18/2024]
Abstract
Epigenetic clocks have been developed to track both chronological age and biological age, which is defined by physiological biomarkers and the risk of adverse health outcomes. Epigenetic age acceleration (EAA) has been found to predict various diseases, aging-related factors, and mortality. However, epigenetic clocks have predominantly been developed with individuals of European or Hispanic ancestry, and their association with health outcomes and environmental factors has not been sufficiently assessed in East Asian populations. Here, we investigated nine epigenetic clocks: five trained on chronological age (first-generation) and four on biological age (second-generation), using DNA methylation data from blood samples of South Koreans. EAAs of second-generation epigenetic clocks reflected the risk of chronic diseases (type 2 diabetes and hypertension), levels of health-related blood markers (alanine aminotransferase, aspartate aminotransferase, high density lipoprotein, triglyceride, and high sensitivity C-reactive protein), and lung functions (percentage of predicted FEV1 and percentage of predicted FVC), while EAAs of first generation clocks did not. Using follow-up data, we also found that EAAs of second-generation clocks were associated with the time to onset risks of chronic diseases. Health behavior factors (drinking, smoking, exercise, body mass index, and waist-hip ratio), socioeconomic status (income level and educational attainment), and psychosocial status were associated with EAAs of second-generation clocks, while only smoking status was associated with EAAs of first-generation clocks. We conducted validation analyses in an independent South Korean cohort and replicated the association of EAAs with health outcomes and environmental factors. Age acceleration of epigenetic clocks is influenced by various environmental factors and can serve as an effective predictor of health in South Korea.
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3
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Diniz DG, Bento-Torres J, da Costa VO, Carvalho JPR, Tomás AM, Galdino de Oliveira TC, Soares FC, de Macedo LDED, Jardim NYV, Bento-Torres NVO, Anthony DC, Brites D, Picanço Diniz CW. The Hidden Dangers of Sedentary Living: Insights into Molecular, Cellular, and Systemic Mechanisms. Int J Mol Sci 2024; 25:10757. [PMID: 39409085 PMCID: PMC11476792 DOI: 10.3390/ijms251910757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 09/23/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
With the aging of the global population, neurodegenerative diseases are emerging as a major public health issue. The adoption of a less sedentary lifestyle has been shown to have a beneficial effect on cognitive decline, but the molecular mechanisms responsible are less clear. Here we provide a detailed analysis of the complex molecular, cellular, and systemic mechanisms underlying age-related cognitive decline and how lifestyle choices influence these processes. A review of the evidence from animal models, human studies, and postmortem analyses emphasizes the importance of integrating physical exercise with cognitive, multisensory, and motor stimulation as part of a multifaceted approach to mitigating cognitive decline. We highlight the potential of these non-pharmacological interventions to address key aging hallmarks, such as genomic instability, telomere attrition, and neuroinflammation, and underscore the need for comprehensive and personalized strategies to promote cognitive resilience and healthy aging.
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Affiliation(s)
- Daniel Guerreiro Diniz
- Laboratório de Microscopia Eletrônica, Instituto Evandro Chagas, Seção de Hepatologia, Belém 66.093-020, Pará, Brazil;
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil;
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
| | - João Bento-Torres
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Programa de Pós-Graduação em Ciências do Movimento Humano, Universidade Federal do Pará, Belém 66.050-160, Pará, Brazil
| | - Victor Oliveira da Costa
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
| | - Josilayne Patricia Ramos Carvalho
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Programa de Pós-Graduação em Ciências do Movimento Humano, Universidade Federal do Pará, Belém 66.050-160, Pará, Brazil
| | - Alessandra Mendonça Tomás
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Campus Samabaia, Universidade Federal de Goiás (EBTT), CEPAE, Goiânia 74.001-970, Goiás, Brazil
| | - Thaís Cristina Galdino de Oliveira
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Faculdade de Ceilândia, Ceilândia, Universidade de Brasília, Brasília 72.220-900, Brazil
| | - Fernanda Cabral Soares
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
| | - Liliane Dias e Dias de Macedo
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Campus Tucurui, Universidade do Estado do Pará, Tucurui 68.455-210, Pará, Brazil
| | - Naina Yuki Vieira Jardim
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Campus Tucurui, Universidade do Estado do Pará, Tucurui 68.455-210, Pará, Brazil
- Programa de Pós-Graduação em Neurociências e Biologia Celular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66.075-110, Pará, Brazil
| | - Natáli Valim Oliver Bento-Torres
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Programa de Pós-Graduação em Ciências do Movimento Humano, Universidade Federal do Pará, Belém 66.050-160, Pará, Brazil
| | - Daniel Clive Anthony
- Laboratory of Experimental Neuropathology, Department of Pharmacology, University of Oxford, Oxford OX1 2JD, UK;
| | - Dora Brites
- Faculty of Pharmacy, Department of Pharmaceutical Sciences and Medicines, Universidade de Lisboa, 1649-003 Lisbon, Portugal;
- Faculty of Pharmacy, Research Institute for Medicines (iMed.ULisboa), Universidade de Lisboa, 1649-003 Lisbon, Portugal
| | - Cristovam Wanderley Picanço Diniz
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil;
- Laboratório de Investigações em Neurodegeneração e Infecção, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém 66.073-005, Pará, Brazil; (J.B.-T.); (V.O.d.C.); (J.P.R.C.); (A.M.T.); (T.C.G.d.O.); (F.C.S.); (L.D.e.D.d.M.); (N.Y.V.J.)
- Programa de Pós-Graduação em Neurociências e Biologia Celular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66.075-110, Pará, Brazil
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4
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Wang SN, Shi YC, Lin S, He HF. Particulate matter 2.5 accelerates aging: Exploring cellular senescence and age-related diseases. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 284:116920. [PMID: 39208581 DOI: 10.1016/j.ecoenv.2024.116920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 08/17/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024]
Abstract
Exposure to Particulate matter 2.5 (PM2.5) accelerates aging, causing declines in tissue and organ function, and leading to diseases such as cardiovascular, neurodegenerative, and musculoskeletal disorders. PM2.5 is a major environmental pollutant and an exogenous pathogen in air pollution that is now recognized as an accelerator of human aging and a predisposing factor for several age-related diseases. In this paper, we seek to elucidate the mechanisms by which PM2.5 induces cellular senescence, such as genomic instability, telomere attrition, epigenetic alterations, loss of proteostasis, and mitochondrial dysfunction, and age-related diseases. Our goal is to increase awareness among researchers within the field of the toxicity of environmental pollutants and to advocate for personal and public health initiatives to curb their production and enhance population protection. Through these endeavors, we aim to promote longevity and health in older adults.
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Affiliation(s)
- Sheng-Nan Wang
- Department of Anesthesiology, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Yan-Chuan Shi
- Centre of Neurological and Metabolic Research, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China; Group of Neuroendocrinology, Garvan Institute of Medical Research, 384 Victoria St, Sydney, Australia; St Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Shu Lin
- Centre of Neurological and Metabolic Research, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China; Group of Neuroendocrinology, Garvan Institute of Medical Research, 384 Victoria St, Sydney, Australia.
| | - He-Fan He
- Department of Anesthesiology, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China.
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5
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Theodorakis N, Feretzakis G, Tzelves L, Paxinou E, Hitas C, Vamvakou G, Verykios VS, Nikolaou M. Integrating Machine Learning with Multi-Omics Technologies in Geroscience: Towards Personalized Medicine. J Pers Med 2024; 14:931. [PMID: 39338186 PMCID: PMC11433587 DOI: 10.3390/jpm14090931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 08/27/2024] [Accepted: 08/30/2024] [Indexed: 09/30/2024] Open
Abstract
Aging is a fundamental biological process characterized by a progressive decline in physiological functions and an increased susceptibility to diseases. Understanding aging at the molecular level is crucial for developing interventions that could delay or reverse its effects. This review explores the integration of machine learning (ML) with multi-omics technologies-including genomics, transcriptomics, epigenomics, proteomics, and metabolomics-in studying the molecular hallmarks of aging to develop personalized medicine interventions. These hallmarks include genomic instability, telomere attrition, epigenetic alterations, loss of proteostasis, disabled macroautophagy, deregulated nutrient sensing, mitochondrial dysfunction, cellular senescence, stem cell exhaustion, altered intercellular communication, chronic inflammation, and dysbiosis. Using ML to analyze big and complex datasets helps uncover detailed molecular interactions and pathways that play a role in aging. The advances of ML can facilitate the discovery of biomarkers and therapeutic targets, offering insights into personalized anti-aging strategies. With these developments, the future points toward a better understanding of the aging process, aiming ultimately to promote healthy aging and extend life expectancy.
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Affiliation(s)
- Nikolaos Theodorakis
- Department of Cardiology & 65+ Clinic, Amalia Fleming General Hospital, 14, 25th Martiou Str., 15127 Melissia, Greece
- School of Medicine, National and Kapodistrian University of Athens, 75 Mikras Asias, 11527 Athens, Greece
| | - Georgios Feretzakis
- School of Science and Technology, Hellenic Open University, 18 Aristotelous Str., 26335 Patras, Greece
| | - Lazaros Tzelves
- 2nd Department of Urology, Sismanoglio General Hospital, Sismanogliou 37, National and Kapodistrian University of Athens, 15126 Athens, Greece
| | - Evgenia Paxinou
- School of Science and Technology, Hellenic Open University, 18 Aristotelous Str., 26335 Patras, Greece
| | - Christos Hitas
- Department of Cardiology & 65+ Clinic, Amalia Fleming General Hospital, 14, 25th Martiou Str., 15127 Melissia, Greece
| | - Georgia Vamvakou
- Department of Cardiology & 65+ Clinic, Amalia Fleming General Hospital, 14, 25th Martiou Str., 15127 Melissia, Greece
| | - Vassilios S Verykios
- School of Science and Technology, Hellenic Open University, 18 Aristotelous Str., 26335 Patras, Greece
| | - Maria Nikolaou
- Department of Cardiology & 65+ Clinic, Amalia Fleming General Hospital, 14, 25th Martiou Str., 15127 Melissia, Greece
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6
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Wu Y, Zhang Z, Chen L, Sun S. Immunoglobulin G glycosylation and its alterations in aging-related diseases. Acta Biochim Biophys Sin (Shanghai) 2024; 56:1221-1233. [PMID: 39126246 PMCID: PMC11399422 DOI: 10.3724/abbs.2024137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 07/18/2024] [Indexed: 08/12/2024] Open
Abstract
Immunoglobulin G (IgG) is an important serum glycoprotein and a major component of antibodies. Glycans on IgG affect the binding of IgG to the Fc receptor or complement C1q, which in turn affects the biological activity and biological function of IgG. Altered glycosylation patterns on IgG emerge as important biomarkers in the aging process and age-related diseases. Key aging-related alterations observed in IgG glycosylation include reductions in galactosylation and sialylation, alongside increases in agalactosylation, and bisecting GlcNAc. Understanding the role of IgG glycosylation in aging-related diseases offers insights into disease mechanisms and provides opportunities for the development of diagnostic and therapeutic strategies. This review summarizes five aspects of IgG: an overview of IgG, IgG glycosylation, IgG glycosylation with inflammation mediation, IgG glycan changes with normal aging, as well as the relevance of IgG glycan changes to aging-related diseases. This review provides a reference for further investigation of the regulatory mechanisms of IgG glycosylation in aging-related diseases, as well as for evaluating the potential of IgG glycosylation changes as markers of aging and aging-related diseases.
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Affiliation(s)
- Yongqi Wu
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
| | - Zhida Zhang
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
| | - Lin Chen
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
| | - Shisheng Sun
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
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7
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Qiao X, Straight B, Ngo D, Hilton CE, Owuor Olungah C, Naugle A, Lalancette C, Needham BL. Severe drought exposure in utero associates to children's epigenetic age acceleration in a global climate change hot spot. Nat Commun 2024; 15:4140. [PMID: 38755138 PMCID: PMC11099019 DOI: 10.1038/s41467-024-48426-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 04/29/2024] [Indexed: 05/18/2024] Open
Abstract
The goal of this study is to examine the association between in utero drought exposure and epigenetic age acceleration (EAA) in a global climate change hot spot. Calculations of EAA in adults using DNA methylation have been found to accurately predict chronic disease and longevity. However, fewer studies have examined EAA in children, and drought exposure in utero has not been investigated. Additionally, studies of EAA in low-income countries with diverse populations are rare. We assess EAA using epigenetic clocks and two DNAm-based pace-of-aging measurements from whole saliva samples in 104 drought-exposed children and 109 same-sex sibling controls in northern Kenya. We find a positive association between in utero drought exposure and EAA in two epigenetic clocks (Hannum's and GrimAge) and a negative association in the DNAm based telomere length (DNAmTL) clock. The combined impact of drought's multiple deleterious stressors may reduce overall life expectancy through accelerated epigenetic aging.
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Affiliation(s)
- Xi Qiao
- Department of Statistics, Western Michigan University, Kalamazoo, MI, USA
| | - Bilinda Straight
- School of Environment, Geography, & Sustainability, Western Michigan University, Kalamazoo, MI, USA.
| | - Duy Ngo
- Department of Statistics, Western Michigan University, Kalamazoo, MI, USA
| | - Charles E Hilton
- Department of Anthropology, University of North Carolina - Chapel Hill, Chapel Hill, NC, USA
| | - Charles Owuor Olungah
- Department of Anthropology, Gender and African Studies, University of Nairobi, Nairobi, Kenya
| | - Amy Naugle
- Department of Psychology, Western Michigan University, Kalamazoo, MI, USA
| | | | - Belinda L Needham
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
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8
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Marcante B, Delicati A, Onofri M, Tozzo P, Caenazzo L. Estimation of Human Chronological Age from Buccal Swab Samples through a DNA Methylation Analysis Approach of a Five-Locus Multiple Regression Model. Int J Mol Sci 2024; 25:935. [PMID: 38256009 PMCID: PMC10815300 DOI: 10.3390/ijms25020935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/05/2024] [Accepted: 01/10/2024] [Indexed: 01/24/2024] Open
Abstract
Recent advancements in forensic genetics have facilitated the extraction of additional characteristics from unidentified samples. This study delves into the predictive potential of a five-gene (ELOVL2, FHL2, KLF14, C1orf132, and TRIM59) methylation rate analysis for human age estimation using buccal swabs collected from 60 Italian volunteers. The methylation levels of specific CpG sites in the five genes were analyzed through bisulfite conversion, single-base extension, and capillary electrophoresis. A multivariate linear regression model was crafted on the training set, then the test set was employed to validate the predictive model. The multivariate predictive model revealed a mean absolute deviation of 3.49 years in the test set of our sample. While limitations include a modest sample size, the study provides valuable insights into the potential of buccal swab-based age prediction, aiding in criminal investigations where accurate age determination is crucial. Our results also highlight that it is necessary to investigate the effectiveness of predictive models specific to biological tissues and individual populations, since models already proven effective for other populations or different tissues did not show the same effectiveness in our study.
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Affiliation(s)
- Beatrice Marcante
- Legal Medicine Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35122 Padova, Italy; (B.M.); (A.D.); (P.T.)
| | - Arianna Delicati
- Legal Medicine Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35122 Padova, Italy; (B.M.); (A.D.); (P.T.)
| | - Martina Onofri
- Section of Legal Medicine, Department of Medicine and Surgery, Santa Maria Hospital, University of Perugia, 05100 Terni, Italy;
| | - Pamela Tozzo
- Legal Medicine Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35122 Padova, Italy; (B.M.); (A.D.); (P.T.)
| | - Luciana Caenazzo
- Legal Medicine Unit, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, 35122 Padova, Italy; (B.M.); (A.D.); (P.T.)
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9
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Baechle JJ, Chen N, Makhijani P, Winer S, Furman D, Winer DA. Chronic inflammation and the hallmarks of aging. Mol Metab 2023; 74:101755. [PMID: 37329949 PMCID: PMC10359950 DOI: 10.1016/j.molmet.2023.101755] [Citation(s) in RCA: 77] [Impact Index Per Article: 38.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 05/30/2023] [Accepted: 06/13/2023] [Indexed: 06/19/2023] Open
Abstract
BACKGROUND Recently, the hallmarks of aging were updated to include dysbiosis, disabled macroautophagy, and chronic inflammation. In particular, the low-grade chronic inflammation during aging, without overt infection, is defined as "inflammaging," which is associated with increased morbidity and mortality in the aging population. Emerging evidence suggests a bidirectional and cyclical relationship between chronic inflammation and the development of age-related conditions, such as cardiovascular diseases, neurodegeneration, cancer, and frailty. How the crosstalk between chronic inflammation and other hallmarks of aging underlies biological mechanisms of aging and age-related disease is thus of particular interest to the current geroscience research. SCOPE OF REVIEW This review integrates the cellular and molecular mechanisms of age-associated chronic inflammation with the other eleven hallmarks of aging. Extra discussion is dedicated to the hallmark of "altered nutrient sensing," given the scope of Molecular Metabolism. The deregulation of hallmark processes during aging disrupts the delicate balance between pro-inflammatory and anti-inflammatory signaling, leading to a persistent inflammatory state. The resultant chronic inflammation, in turn, further aggravates the dysfunction of each hallmark, thereby driving the progression of aging and age-related diseases. MAIN CONCLUSIONS The crosstalk between chronic inflammation and other hallmarks of aging results in a vicious cycle that exacerbates the decline in cellular functions and promotes aging. Understanding this complex interplay will provide new insights into the mechanisms of aging and the development of potential anti-aging interventions. Given their interconnectedness and ability to accentuate the primary elements of aging, drivers of chronic inflammation may be an ideal target with high translational potential to address the pathological conditions associated with aging.
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Affiliation(s)
- Jordan J Baechle
- Buck Artificial Intelligence Platform, the Buck Institute for Research on Aging, Novato, CA, USA
| | - Nan Chen
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Division of Cellular & Molecular Biology, Diabetes Research Group, Toronto General Hospital Research Institute (TGHRI), University Health Network, Toronto, ON, Canada
| | - Priya Makhijani
- Buck Artificial Intelligence Platform, the Buck Institute for Research on Aging, Novato, CA, USA; Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Shawn Winer
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - David Furman
- Buck Artificial Intelligence Platform, the Buck Institute for Research on Aging, Novato, CA, USA; Stanford 1000 Immunomes Project, Stanford University School of Medicine, Stanford, CA, USA; Instituto de Investigaciones en Medicina Traslacional (IIMT), Universidad Austral, CONICET, Pilar, Argentina.
| | - Daniel A Winer
- Buck Artificial Intelligence Platform, the Buck Institute for Research on Aging, Novato, CA, USA; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Division of Cellular & Molecular Biology, Diabetes Research Group, Toronto General Hospital Research Institute (TGHRI), University Health Network, Toronto, ON, Canada; Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA.
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