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Salignon J, Faridani OR, Miliotis T, Janssens GE, Chen P, Zarrouki B, Sandberg R, Davidsson P, Riedel CG. Age prediction from human blood plasma using proteomic and small RNA data: a comparative analysis. Aging (Albany NY) 2023; 15:5240-5265. [PMID: 37341993 PMCID: PMC10333066 DOI: 10.18632/aging.204787] [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: 08/30/2022] [Accepted: 05/26/2023] [Indexed: 06/22/2023]
Abstract
Aging clocks, built from comprehensive molecular data, have emerged as promising tools in medicine, forensics, and ecological research. However, few studies have compared the suitability of different molecular data types to predict age in the same cohort and whether combining them would improve predictions. Here, we explored this at the level of proteins and small RNAs in 103 human blood plasma samples. First, we used a two-step mass spectrometry approach measuring 612 proteins to select and quantify 21 proteins that changed in abundance with age. Notably, proteins increasing with age were enriched for components of the complement system. Next, we used small RNA sequencing to select and quantify a set of 315 small RNAs that changed in abundance with age. Most of these were microRNAs (miRNAs), downregulated with age, and predicted to target genes related to growth, cancer, and senescence. Finally, we used the collected data to build age-predictive models. Among the different types of molecules, proteins yielded the most accurate model (R² = 0.59 ± 0.02), followed by miRNAs as the best-performing class of small RNAs (R² = 0.54 ± 0.02). Interestingly, the use of protein and miRNA data together improved predictions (R2 = 0.70 ± 0.01). Future work using larger sample sizes and a validation dataset will be necessary to confirm these results. Nevertheless, our study suggests that combining proteomic and miRNA data yields superior age predictions, possibly by capturing a broader range of age-related physiological changes. It will be interesting to determine if combining different molecular data types works as a general strategy to improve future aging clocks.
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Affiliation(s)
- Jérôme Salignon
- Department of Medicine, Integrated Cardio Metabolic Centre (ICMC), Karolinska Institutet, Huddinge 14157, Sweden
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge 14157, Sweden
| | - Omid R. Faridani
- Department of Medicine, Integrated Cardio Metabolic Centre (ICMC), Karolinska Institutet, Huddinge 14157, Sweden
- Lowy Cancer Research Centre, School of Medical Sciences, University of New South Wales, Sydney, Australia
- Garvan Institute of Medical Research, Sydney, Australia
| | - Tasso Miliotis
- Translational Science and Experimental Medicine, Research and Early Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Georges E. Janssens
- Department of Medicine, Integrated Cardio Metabolic Centre (ICMC), Karolinska Institutet, Huddinge 14157, Sweden
| | - Ping Chen
- Department of Medicine, Integrated Cardio Metabolic Centre (ICMC), Karolinska Institutet, Huddinge 14157, Sweden
| | - Bader Zarrouki
- Bioscience Metabolism, Research and Early Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Rickard Sandberg
- Department of Medicine, Integrated Cardio Metabolic Centre (ICMC), Karolinska Institutet, Huddinge 14157, Sweden
- Department of Cellular and Molecular Biology, Ludwig Institute for Cancer Research, Karolinska Institutet, Solna 17165, Sweden
| | - Pia Davidsson
- Translational Science and Experimental Medicine, Research and Early Development, Cardiovascular, Renal and Metabolism, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Christian G. Riedel
- Department of Medicine, Integrated Cardio Metabolic Centre (ICMC), Karolinska Institutet, Huddinge 14157, Sweden
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge 14157, Sweden
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Ahmed M, Cerda I, Maloof M. Breaking the vicious cycle: The interplay between loneliness, metabolic illness, and mental health. Front Psychiatry 2023; 14:1134865. [PMID: 36970267 PMCID: PMC10030736 DOI: 10.3389/fpsyt.2023.1134865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 02/24/2023] [Indexed: 03/11/2023] Open
Abstract
Loneliness, or perceived social isolation, is a leading predictor of all-cause mortality and is increasingly considered a public health epidemic afflicting significant portions of the general population. Chronic loneliness is itself associated with two of the most pressing public health epidemics currently facing the globe: the rise of mental illness and metabolic health disorders. Here, we highlight the epidemiological associations between loneliness and mental and metabolic health disorders and argue that loneliness contributes to the etiology of these conditions by acting as a chronic stressor that leads to neuroendocrine dysregulation and downstream immunometabolic consequences that manifest in disease. Specifically, we describe how loneliness can lead to overactivation of the hypothalamic-pituitary-adrenal axis and ultimately cause mitochondrial dysfunction, which is implicated in mental and metabolic disease. These conditions can, in turn, lead to further social isolation and propel a vicious cycle of chronic illness. Finally, we outline interventions and policy recommendations that can reduce loneliness at both the individual and community levels. Given its role in the etiology of the most prevalent chronic diseases of our time, focusing resources on alleviating loneliness is a vitally important and cost-effective public health strategy.
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Affiliation(s)
- Minhal Ahmed
- Harvard Medical School, Boston, MA, United States
| | - Ivo Cerda
- Harvard Medical School, Boston, MA, United States
| | - Molly Maloof
- Adamo Bioscience, Inc., Fernandina Beach, FL, United States
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Gray ID, Kross AR, Renfrew ME, Wood P. Precision Medicine in Lifestyle Medicine: The Way of the Future? Am J Lifestyle Med 2020; 14:169-186. [PMID: 32231483 PMCID: PMC7092395 DOI: 10.1177/1559827619834527] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 12/21/2018] [Accepted: 02/08/2019] [Indexed: 02/06/2023] Open
Abstract
Precision medicine has captured the imagination of the medical community with visions of therapies precisely targeted to the specific individual's genetic, biological, social, and environmental profile. However, in practice it has become synonymous with genomic medicine. As such its successes have been limited, with poor predictive or clinical value for the majority of people. It adds little to lifestyle medicine, other than in establishing why a healthy lifestyle is effective in combatting chronic disease. The challenge of lifestyle medicine remains getting people to actually adopt, sustain, and naturalize a healthy lifestyle, and this will require an approach that treats the patient as a person with individual needs and providing them with suitable types of support. The future of lifestyle medicine is holistic and person-centered rather than technological.
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Affiliation(s)
- Ian D. Gray
- Avondale College of Higher Education, Cooranbong,
New South Wales, Australia
| | - Andrea R. Kross
- Avondale College of Higher Education, Cooranbong,
New South Wales, Australia
| | - Melanie E. Renfrew
- Avondale College of Higher Education, Cooranbong,
New South Wales, Australia
| | - Paul Wood
- Avondale College of Higher Education, Cooranbong,
New South Wales, Australia
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Impact of Yoga and Meditation on Cellular Aging in Apparently Healthy Individuals: A Prospective, Open-Label Single-Arm Exploratory Study. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2017; 2017:7928981. [PMID: 28191278 PMCID: PMC5278216 DOI: 10.1155/2017/7928981] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Revised: 12/17/2016] [Accepted: 12/22/2016] [Indexed: 12/31/2022]
Abstract
This study was designed to explore the impact of Yoga and Meditation based lifestyle intervention (YMLI) on cellular aging in apparently healthy individuals. During this 12-week prospective, open-label, single arm exploratory study, 96 apparently healthy individuals were enrolled to receive YMLI. The primary endpoints were assessment of the change in levels of cardinal biomarkers of cellular aging in blood from baseline to week 12, which included DNA damage marker 8-hydroxy-2'-deoxyguanosine (8-OH2dG), oxidative stress markers reactive oxygen species (ROS), and total antioxidant capacity (TAC), and telomere attrition markers telomere length and telomerase activity. The secondary endpoints were assessment of metabotrophic blood biomarkers associated with cellular aging, which included cortisol, β-endorphin, IL-6, BDNF, and sirtuin-1. After 12 weeks of YMLI, there were significant improvements in both the cardinal biomarkers of cellular aging and the metabotrophic biomarkers influencing cellular aging compared to baseline values. The mean levels of 8-OH2dG, ROS, cortisol, and IL-6 were significantly lower and mean levels of TAC, telomerase activity, β-endorphin, BDNF, and sirtuin-1 were significantly increased (all values p < 0.05) post-YMLI. The mean level of telomere length was increased but the finding was not significant (p = 0.069). YMLI significantly reduced the rate of cellular aging in apparently healthy population.
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When are breast cancer patients old enough for the quitclaim of local control? Strahlenther Onkol 2012; 188:1069-73. [PMID: 23104521 DOI: 10.1007/s00066-012-0253-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Accepted: 09/26/2012] [Indexed: 10/27/2022]
Abstract
BACKGROUND Although postoperative radiotherapy (RT) after breast-conserving surgery (BCS) halves the 10-year recurrence rate in breast cancer patients through all age groups, the question of whether RT may be omitted and replaced by endocrine therapy for women aged 70 years and older with low-risk factors has recently become an issue of debate. METHODS Survey of the relevant recent literature (Medline) and international guidelines. RESULTS Three randomized studies investigating the effect of RT in older women revealed significantly increased local recurrence rates when RT was omitted, and a negative impact on disease-free survival was observed in two of these trials. Despite these findings, in one of the studies omission of RT in women over 70 is recommended, leading to a respective amendment in the guidelines of the American National Comprehensive Cancer Network. Several large retrospective cohort studies analyzing the outcome of patients over 65 years with and without RT have since been published and showed a significantly improved local control in all subgroups of advanced age and stage, which predominantly translated into improved disease-free and overall survival. CONCLUSION No subgroup of elderly patients has yet been identified that did not profit from RT in terms of local control. Therefore, chronological age alone is not an appropriate criterion for deciding against or in favor of adjuvant RT. The DEGRO breast cancer expert panel explicitly discourages determination of a certain age for the omission of postoperative RT in healthy elderly women with low-risk breast cancer. For frail elderly women, treatment decisions should be individually decided on the basis of standardized geriatric assessment.
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Ganceviciene R, Liakou AI, Theodoridis A, Makrantonaki E, Zouboulis CC. Skin anti-aging strategies. DERMATO-ENDOCRINOLOGY 2012; 4:308-19. [PMID: 23467476 PMCID: PMC3583892 DOI: 10.4161/derm.22804] [Citation(s) in RCA: 407] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Skin aging is a complex biological process influenced by a combination of endogenous or intrinsic and exogenous or extrinsic factors. Because of the fact that skin health and beauty is considered one of the principal factors representing overall "well-being" and the perception of "health" in humans, several anti-aging strategies have been developed during the last years. It is the intention of this article to review the most important anti-aging strategies that dermatologists have nowadays in hand, including including preventive measurements, cosmetological strategies, topical and systemic therapeutic agents and invasive procedures.
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Affiliation(s)
- Ruta Ganceviciene
- Centre of Dermatovenereology; Vilnius University Hospital Santariskiu Klinikos; Vilnius, Lithuania
| | - Aikaterini I. Liakou
- Departments of Dermatology, Venereology, Allergology and Immunology; Dessau Medical Center; Dessau, Germany
| | - Athanasios Theodoridis
- Departments of Dermatology, Venereology, Allergology and Immunology; Dessau Medical Center; Dessau, Germany
| | - Evgenia Makrantonaki
- Departments of Dermatology, Venereology, Allergology and Immunology; Dessau Medical Center; Dessau, Germany
| | - Christos C. Zouboulis
- Departments of Dermatology, Venereology, Allergology and Immunology; Dessau Medical Center; Dessau, Germany
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Sautter-Bihl ML, Souchon R, Gerber B. Adjuvant therapy for women over age 65 with breast cancer. DEUTSCHES ARZTEBLATT INTERNATIONAL 2011; 108:365-71. [PMID: 21691560 PMCID: PMC3117173 DOI: 10.3238/arztebl.2011.0365] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2010] [Accepted: 09/06/2010] [Indexed: 11/27/2022]
Abstract
BACKGROUND Women over age 65 with breast cancer are often not treated in accordance with current guidelines as far as adjuvant therapy is concerned, because of the lack of adequate scientific evidence. METHODS This article is based on a selective review of pertinent literature retrieved by a PubMed search, as well as on the German S3 guidelines for the diagnosis, treatment, and follow-up care of breast cancer, the treatment recommendations of the German Working Group on Gynecological Oncology (Arbeitsgemeinschaft Gynäkologische Onkologie, AGO) and the German Society of Radiation Oncology (Deutsche Gesellschaft für Radioonkologie), US National Comprehensive Cancer Network, and the Cochrane database. RESULTS Women over age 65 are underrepresented in randomized trials of treatments for breast cancer. Geriatric assessment is essential for therapeutic decision-making. Endocrine treatment is feasible for nearly all patients with hormone-sensitive tumors. In selected patients over age 65, chemotherapy significantly improves overall survival. The best evidence regarding toxicity is available for anthracycline monotherapy and for combined therapy with doxorubicin/cyclophosphamide or taxane/doxorubicin. Women without cardiac disease can be given trastuzumab, which may lead to reversible cardiotoxicity. Adjuvant radiotherapy significantly improves local tumor control and survival. Adjuvant radiotherapy that is carried out with modern treatment planning, as recommended by the current guidelines, is no more toxic to older patients than to younger ones; thus, it should always be given, unless there is a special reason not to. CONCLUSION Women with breast cancer over age 65 whose life expectancy is greater than 5 years, and who are not otherwise too ill, should be given chemotherapy, trastuzumab, and radiotherapy as standard adjuvant treatment. Adjuvant therapy can be reduced or omitted in frail patients. Patients over age 65 should be given the opportunity to enroll in clinical trials.
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