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Desmond LW, Dawud LM, Kessler LR, Akonom T, Hunter EAH, Holbrook EM, Andersen ND, Sterrett JD, Boateng DA, Stuart BJ, Guerrero L, Gebert MJ, Tsai PS, Langgartner D, Reber SO, Frank MG, Lowry CA. Protective effects of Mycobacterium vaccae ATCC 15483 against "Western"-style diet-induced weight gain and visceral adiposity in adolescent male mice. Brain Behav Immun 2025; 125:249-267. [PMID: 39709061 DOI: 10.1016/j.bbi.2024.12.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Revised: 11/21/2024] [Accepted: 12/16/2024] [Indexed: 12/23/2024] Open
Abstract
The prevalence of noncommunicable inflammatory disease is increasing in modern urban societies, posing significant challenges to public health. Novel prevention and therapeutic strategies are needed to effectively deal with this issue. One promising approach is leveraging microorganisms such as Mycobacterium vaccae ATCC 15483, known for its anti-inflammatory, immunoregulatory, and stress-resilience properties. This study aimed to assess whether weekly subcutaneous administrations of a whole-cell, heat-killed preparation of M. vaccae ATCC 15483 (eleven injections initiated one week before the onset of the diet intervention), relative to vehicle injections, in adolescent male C57BL/6N mice can mitigate inflammation associated with Western-style diet-induced obesity, which is considered a risk factor for a number of metabolic and inflammatory diseases. Our results show that treatment with M. vaccae ATCC 15483 prevented Western-style diet-induced excessive weight gain, visceral adipose tissue accumulation, and elevated plasma leptin concentrations. The Western-style diet, relative to a control diet condition, decreased alpha diversity and altered the community composition of the gut microbiome, increasing the Bacillota to Bacteroidota ratio (formerly referred to as the Firmicutes to Bacteroidetes ratio). Despite the finding that M. vaccae ATCC 15483 prevented Western-style diet-induced excessive weight gain, visceral adipose tissue accumulation, and elevated plasma leptin concentrations, it had no effect on the diversity or community composition of the gut microbiome, suggesting that it acts downstream of the gut microbiome to alter immunometabolic signaling. M. vaccae ATCC 15483 reduced baseline levels of biomarkers of hippocampal neuroinflammation and microglial priming, such as Nfkbia and Nlrp3, and notably decreased anxiety-like defensive behavioral responses. The current findings provide compelling evidence supporting the potential for M. vaccae ATCC 15483 as a promising intervention for prevention or treatment of adverse immunometabolic outcomes linked to the consumption of a Western-style diet and the associated dysbiosis of the gut microbiome.
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Affiliation(s)
- Luke W Desmond
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Lamya'a M Dawud
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Lyanna R Kessler
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Tyler Akonom
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Elizabeth A H Hunter
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80309, USA; Department of Molecular, Cellular and Developmental Biology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Evan M Holbrook
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Nathan D Andersen
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - John D Sterrett
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Dennis A Boateng
- Department of Molecular, Cellular and Developmental Biology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Barbara J Stuart
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Lucas Guerrero
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Matthew J Gebert
- Department of Ecology and Evolutionary Biology, Cooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado Boulder, Boulder, CO 80309, USA; Center for Microbial Exploration, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Pei-San Tsai
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Dominik Langgartner
- Laboratory for Molecular Psychosomatics, Department of Psychosomatic Medicine and Psychotherapy, Ulm University Medical Center, D-89081, Ulm, Germany.
| | - Stefan O Reber
- Laboratory for Molecular Psychosomatics, Department of Psychosomatic Medicine and Psychotherapy, Ulm University Medical Center, D-89081, Ulm, Germany.
| | - Matthew G Frank
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA.
| | - Christopher A Lowry
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA; Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80309, USA; Center for Microbial Exploration, University of Colorado Boulder, Boulder, CO 80309, USA; Center for Neuroscience, University of Colorado Boulder, Boulder, CO 80309, USA; Department of Physical Medicine and Rehabilitation and Center for Neuroscience, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
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Bracone F, Di Castelnuovo A, Gulham A, Gialluisi A, Costanzo S, Cerletti C, Donati MB, de Gaetano G, Iacoviello L, Bonaccio M. Economic hardship resulting from the late 2000s Great Recession and long-term changes in mental health: a prospective analysis from the Moli-sani study. BMC Public Health 2024; 24:2725. [PMID: 39375644 PMCID: PMC11460007 DOI: 10.1186/s12889-024-19960-2] [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: 03/02/2023] [Accepted: 09/02/2024] [Indexed: 10/09/2024] Open
Abstract
PURPOSE Economic downturns may have detrimental effects on mental health. We investigated the association of economic hardship resulting from the late 2000s Great Recession with long-term changes in mental health. METHODS We analysed data from 1,647 participants to the larger Moli-sani cohort (2005-2010, Italy), who were re-examined between 2017 and 2020. To evaluate economic hardship, we performed a Latent Class Analysis on nine items linked to change in employment status and financial hardship. Depression symptoms were measured by the Patients' Health Questionnaire (PHQ-2; higher values indicate more depressive symptoms; data available in N = 941 individuals) and health perception as assessed by the 36-Item Short Form Health Survey (decreased values indicate worsening of health perception). RESULTS Economic hardship was categorized into three classes: "None", "Average" and "High", the latter reflecting increasing economic hardship. Mean (standard deviation) changes in PHQ-2, SF-36 mental and physical after 12.8 years (median) were - 0.1 (1.3), 0.5 (9.9) and - 2.2 (6.2) units, respectively. Changes in SF-36 mental score decreased by 1.0 unit (0.3) monotonically across "none" to "average" to "high" category in a multivariable-adjusted model analysis; the SF-36 physical score decreased by 0.4 (0.2) unit and PHQ-2 increased by 0.1 (0.1). In comparison with participants in the "none", those in the "high" class had 84% (95%CI: 26%-170%) higher odds to report an increment in PHQ-2 values from baseline to re-examination. CONCLUSIONS Economic hardship resulting from the Great Recession in late 2000s was associated with deterioration of mental health, as reflected by increased depression symptoms and reduced perceived mental health.
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Affiliation(s)
- Francesca Bracone
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
| | - Augusto Di Castelnuovo
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
| | - Anwal Gulham
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
| | - Alessandro Gialluisi
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
- Department of Medicine and Surgery, LUM University, Casamassima, Italy
| | - Simona Costanzo
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
| | - Chiara Cerletti
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
| | - Maria Benedetta Donati
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
| | - Giovanni de Gaetano
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy.
- Department of Medicine and Surgery, LUM University, Casamassima, Italy.
| | - Marialaura Bonaccio
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Via dell'Elettronica, Pozzilli (IS), 86077, Italy
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Ghulam A, Bonaccio M, Gianfagna F, Costanzo S, Di Castelnuovo A, Gialluisi A, Cerletti C, Donati MB, de Gaetano G, Iacoviello L. Association of perceived mental health with mortality, and analysis of potential pathways in Italian men and women: Prospective results from the Moli-sani Study cohort. J Affect Disord 2024; 360:403-411. [PMID: 38823592 DOI: 10.1016/j.jad.2024.05.114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 04/24/2024] [Accepted: 05/22/2024] [Indexed: 06/03/2024]
Abstract
BACKGROUND Perceived mental health (PMH) was reportedly associated with mortality in general populations worldwide. However, little is known about sex differences and pathways potentially linking PMH to mortality. We explored the relationship between PMH and mortality in Italian men and women, and analysed potential explanatory factors. METHODS We performed longitudinal analyses on 9045 men and 9467 women (population mean age 53.8 ± 11.2 years) from the Moli-sani Study. Baseline PMH was assessed through a self-administered Short Form 36-item questionnaire. Cox proportional hazard regression was used to estimate hazard ratios (HRs) and 95 % confidence intervals (95%CI) of death across sex-specific quartiles of PMH, controlling for age, chronic health conditions, and perceived physical health. Socioeconomic, behavioural, and physiological factors were examined as potential explanatory factors of the association between PMH and mortality. RESULTS In women, HRs for the highest (Q4) vs. bottom quartile (Q1) of PMH were 0.75 (95%CI 0.60-0.96) for all-cause mortality and 0.59 (0.40-0.88) for cardiovascular mortality. Part of these associations (25.8 % and 15.7 %, for all-cause and cardiovascular mortality, respectively) was explained by physiological factors. In men, higher PMH was associated with higher survival (HR = 0.82; 0.69-0.98, for Q4 vs. Q1) and reduced hazard of other cause mortality (HR = 0.67; 0.48-0.95). More than half of the association with all-cause mortality was explained by physiological factors. LIMITATIONS PMH was measured at baseline only. CONCLUSIONS PMH was independently associated with mortality in men and women. Public health policies aimed at reducing the burden of chronic diseases should prioritize perceived mental health assessment along with other interventions.
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Affiliation(s)
- Anwal Ghulam
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy
| | - Marialaura Bonaccio
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy.
| | - Francesco Gianfagna
- Research Center in Epidemiology and Preventive Medicine (EPIMED), Department of Medicine and Surgery, University of Insubria, Varese, Italy; Mediterranea Cardiocentro, Napoli, Italy
| | - Simona Costanzo
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy
| | | | - Alessandro Gialluisi
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy; Department of Medicine and Surgery, LUM University, Casamassima (Bari), Italy
| | - Chiara Cerletti
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy
| | | | - Giovanni de Gaetano
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy; Department of Medicine and Surgery, LUM University, Casamassima (Bari), Italy
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Hillari L, Frank P, Cadar D. Systemic inflammation, lifestyle behaviours and dementia: A 10-year follow-up investigation. Brain Behav Immun Health 2024; 38:100776. [PMID: 38706574 PMCID: PMC11068506 DOI: 10.1016/j.bbih.2024.100776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 03/17/2024] [Accepted: 04/16/2024] [Indexed: 05/07/2024] Open
Abstract
Objectives Lifestyle behaviours have been linked to dementia incidence, but their cumulative impact on dementia and the underlying mechanisms remain poorly understood. This study investigated the association of co-occurring lifestyle behaviours with dementia incidence and the mediating role of systemic inflammation in this association. Methods The sample comprised 3131 participants (55.2% female) from the English Longitudinal Study of Ageing aged 52-92 years at baseline (2008/09). Self-reported baseline lifestyle behaviours (alcohol intake, fruit and vegetable consumption, smoking, physical activity, sleep duration, social engagement, and cognitive activity) were summed to derive an index of lifestyle behaviours, ranging from 0 to 7, with higher scores denoting a higher number of health-risk behaviours. Incident dementia cases (n = 130, 4.2%) were identified through doctor-diagnosed dementia, informant interviews, and health records between 2014/15 and 2018/19. Systemic inflammation was measured through fasting plasma concentrations of C-reactive protein in 2012/13. Results Binary logistic regression models indicated that the odds of subsequent dementia increased by 1.19 for each additional health-risk behaviour (95% confidence intervals: 1.04, 1.37, p = 0.014) after adjusting for age, sex, ethnicity, wealth, education, marital status, body mass index, coronary heart disease, hypertension, stroke, and depression. However, this association was not mediated by C-reactive protein. Conclusions Co-occurring health-risk behaviours were associated with higher dementia incidence up to 10 years later, underscoring the importance of modifying health-risk behaviours for the prevention of dementia. Systemic inflammation did not explain the association between behaviours and dementia.
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Affiliation(s)
- Leah Hillari
- Behavioural Science and Health, University College London, London, UK
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Philipp Frank
- Behavioural Science and Health, University College London, London, UK
- UCL Brain Sciences, University College London, London, UK
| | - Dorina Cadar
- Behavioural Science and Health, University College London, London, UK
- Centre for Dementia Studies, Brighton and Sussex Medical School, Brighton, UK
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Mirolyubova O, Kholmatova K, Postoeva A, Kostrova G, Malyutina S, Kudryavtsev AV. Socio-Demographic, Lifestyle, and Cardiometabolic Characteristics Associated with Low-Grade Systemic Inflammation in Russian Adult Population. Biomolecules 2023; 13:biom13050835. [PMID: 37238705 DOI: 10.3390/biom13050835] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/08/2023] [Accepted: 05/10/2023] [Indexed: 05/28/2023] Open
Abstract
Mortality from cardiovascular diseases (CVDs) is higher in Russia compared to other European countries. High-sensitivity C-reactive protein (hs-CRP) is a biomarker of inflammation, and its elevated levels indicate increased CVD risks. We aim to describe the prevalence of low-grade systemic inflammation (LGSI) and the associated factors in a Russian population. The Know Your Heart cross-sectional study was conducted in Arkhangelsk, Russia in 2015-2017 with a population sample aged 35-69 years (n = 2380). LGSI was defined as hs-CRP ≥ 2 and <10 mg/L, and its associations with socio-demographic, lifestyle, and cardiometabolic characteristics were analyzed. The prevalence of LGSI (age-standardized to European Standard Population 2013) was 34.1% (33.5% in men and 36.1% in women). In the total sample, the increased odds ratios (ORs) of LGSI were associated with abdominal obesity (2.1), smoking (1.9), dyslipidemia (1.5), pulmonary diseases (1.4), and hypertension (1.3); the decreased ORs were in women (0.6) and in married participants (0.6). In men, the ORs were higher with abdominal obesity (2.1), smoking (2.0), CVDs (1.5), and hazardous drinking (1.5); in women-with abdominal obesity (4.4) and pulmonary diseases (1.5). In conclusion, one-third of the adult population in Arkhangelsk had LGSI. Abdominal obesity was the strongest LGSI correlate in both sexes, while the profiles of other associated factors were different between men and women.
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Affiliation(s)
- Olga Mirolyubova
- Department of Faculty Therapy, Northern State Medical University, Arkhangelsk 163069, Russia
| | - Kamila Kholmatova
- International Research Competence Centre, Northern State Medical University, Arkhangelsk 163069, Russia
- Department of Hospital Therapy and Endocrinology, Northern State Medical University, Arkhangelsk 163069, Russia
- Department of Community Medicine, UiT the Arctic University of Norway, N-9037 Tromsø, Norway
| | - Anna Postoeva
- Department of Hospital Therapy and Endocrinology, Northern State Medical University, Arkhangelsk 163069, Russia
| | - Galina Kostrova
- Department of Normal Physiology, Northern State Medical University, Arkhangelsk 163069, Russia
| | - Sofia Malyutina
- Research Institute of Internal and Preventive Medicine, Branch of Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences, Novosibirsk 630008, Russia
- Department of Therapy, Hematology and Transfusiology, Novosibirsk State Medical University, Novosibirsk 630091, Russia
| | - Alexander V Kudryavtsev
- International Research Competence Centre, Northern State Medical University, Arkhangelsk 163069, Russia
- Department of Community Medicine, UiT the Arctic University of Norway, N-9037 Tromsø, Norway
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Greco G, Bickell NA, Lin S, Yagnik R, LeRoith D, Gallagher EJ. Subjective social status, race, and metabolic syndrome in women with breast cancer. Breast Cancer Res Treat 2023; 199:479-487. [PMID: 37087701 DOI: 10.1007/s10549-023-06949-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 04/06/2023] [Indexed: 04/24/2023]
Abstract
PURPOSE To evaluate the association of subjective social status (SSS) with metabolic syndrome (MetS) severity and its potential contribution to racial health disparities in women with breast cancer. METHODS Multicenter cross-sectional study (10 US hospitals) in women (n = 1206) with primary diagnosis of invasive breast cancer received during Mar/2013-Feb/2020. Participants, self-identified as non-Hispanic White or Black, underwent physical and laboratory examinations and survey questions assessing socioeconomic parameters, medical history, and behavioral risks. SSS was measured with the 10-rung MacArthur scale. MetS severity was measured with a validated Z-Score. Generalized linear mixed modeling was used to analyze the associations. Missing data were handled using multiple imputation. RESULTS Average age was 58 years. On average, the SSS of Black women, given equivalent level of income and education, was lower than the SSS of White women: 6.6 (6.1-7.0) vs 7.7 (7.54-7.79) among college graduates and 6.8 (6.4-7.2) vs 7.6 (7.5-7.8) among women in the high-income category (> $75,000). In multivariable analysis, after controlling for age, income, education, diet, and physical activity, increasing SSS was associated with a decrease in MetS-Z score, - 0.10 (- 0.16 to - 0.04) per every 2 rung increase in the MacArthur scale. CONCLUSION Black women with breast cancer rank their SSS lower than White women with breast cancer do at each level of income and education. As SSS is strongly associated with MetS severity these results identify potentially modifiable factors that contribute to racial disparities.
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Affiliation(s)
- Giampaolo Greco
- Department of Population Health Science and Policy, Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Nina A Bickell
- Department of Population Health Science and Policy, Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sylvia Lin
- Department of Population Health Science and Policy, Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Radhi Yagnik
- Department of Population Health Science and Policy, Center for Health Equity and Community Engaged Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Derek LeRoith
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Division of Endocrinology, Diabetes and Bone Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, Box 1055, New York, NY, 10029, USA
| | - Emily J Gallagher
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Tisch Cancer Institute at Mount Sinai, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Division of Endocrinology, Diabetes and Bone Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, Box 1055, New York, NY, 10029, USA.
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The inflammatory potential of the diet as a link between food processing and low-grade inflammation: An analysis on 21,315 participants to the Moli-sani study. Clin Nutr 2022; 41:2226-2234. [PMID: 36081297 DOI: 10.1016/j.clnu.2022.08.020] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 07/13/2022] [Accepted: 08/17/2022] [Indexed: 11/18/2022]
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Mori JO, Shafran JS, Stojanova M, Katz MH, Gignac GA, Wisco JJ, Heaphy CM, Denis GV. Novel forms of prostate cancer chemoresistance to successful androgen deprivation therapy demand new approaches: Rationale for targeting BET proteins. Prostate 2022; 82:1005-1015. [PMID: 35403746 PMCID: PMC11134172 DOI: 10.1002/pros.24351] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/23/2022] [Accepted: 03/28/2022] [Indexed: 12/13/2022]
Abstract
In patients with prostate cancer, the duration of remission after treatment with androgen deprivation therapies (ADTs) varies dramatically. Clinical experience has demonstrated difficulties in predicting individual risk for progression due to chemoresistance. Drug combinations that inhibit androgen biosynthesis (e.g., abiraterone acetate) and androgen signaling (e.g., enzalutamide or apalutamide) have proven so effective that new forms of ADT resistance are emerging. In particular, prostate cancers with a neuroendocrine transcriptional signature, which demonstrate greater plasticity, and potentially, increased predisposition to metastasize, are becoming more prevalent. Notably, these subtypes had in fact been relatively rare before the widespread success of novel ADT regimens. Therefore, better understanding of these resistance mechanisms and potential alternative treatments are necessary to improve progression-free survival for patients treated with ADT. Targeting the bromodomain and extra-terminal (BET) protein family, specifically BRD4, with newer investigational agents may represent one such option. Several families of chromatin modifiers appear to be involved in ADT resistance and targeting these pathways could also offer novel approaches. However, the limited transcriptional and genomic information on ADT resistance mechanisms, and a serious lack of patient diversity in clinical trials, demand profiling of a much broader clinical and demographic range of patients, before robust conclusions can be drawn and a clear direction established.
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Affiliation(s)
- Joakin O. Mori
- Section of Hematology and Medical Oncology, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Jordan S. Shafran
- Section of Hematology and Medical Oncology, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Marija Stojanova
- Section of Hematology and Medical Oncology, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Mark H. Katz
- Department of Urology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Gretchen A. Gignac
- Section of Hematology and Medical Oncology, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Jonathan J. Wisco
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Christopher M. Heaphy
- Section of Hematology and Medical Oncology, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
- Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Gerald V. Denis
- Section of Hematology and Medical Oncology, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
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Bonaccio M, Costanzo S, Bracone F, Gialluisi A, Di Castelnuovo A, Ruggiero E, Esposito S, Olivieri M, Persichillo M, Cerletti C, Donati MB, de Gaetano G, Iacoviello L. Psychological distress resulting from the COVID-19 confinement is associated with unhealthy dietary changes in two Italian population-based cohorts. Eur J Nutr 2021; 61:1491-1505. [PMID: 34846604 PMCID: PMC8631258 DOI: 10.1007/s00394-021-02752-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 11/20/2021] [Indexed: 02/02/2023]
Abstract
Purpose To examine the relationship between psychological distress resulting from the COVID-19 lockdown and dietary changes. Methods Cross-sectional analysis from 2 retrospective Italian cohorts recruited from May to September 2020: (1) The Moli-LOCK cohort consists of 1401 participants from the Moli-sani Study (n = 24,325) who were administered a telephone-based questionnaire to assess lifestyles and psychological factors during confinement; (2) the ALT RISCOVID-19 is a web-based survey of 1340 individuals distributed throughout Italy who self-responded to the same questionnaire using Google® forms. Psychological distress was measured by assessments of depression (PHQ-9 and depressive items from the Screening Questionnaire for Disaster Mental Health- SQD-D), anxiety (GAD-7), stress (PSS-4), and post-traumatic stress disorder (SQD-P). Diet quality was assessed either as changes in consumption of ultra-processed foods (UPF) or adherence to Mediterranean diet (MD). Results In ALT RISCOVID-19, increased UPF intake was directly associated with depression (both PHQ-9 and SQD-D; p < 0.0001), anxiety (p < 0.0001), stress (p = 0.001) and SQD-P (p = 0.001); similar results were obtained in the Moli-LOCK cohort except for perceived stress. When psychometric scales were analysed simultaneously, only depression (SQD-D) remained associated with UPF (both cohorts). In both cohorts, psychological distress poorly influenced changes toward an MD, except for depression (SQD-D) that resulted inversely associated in the ALT RISCOVID-19 participants (β = − 0.16; 95% CI − 0.26, − 0.06). Conclusions Psychological distress from the COVID-19 confinement is directly associated with unhealthy dietary modifications in two Italian cohorts. In view of possible future restrictive measures to contain pandemic, public health actions are warranted to mitigate the impact of psychological distress on diet quality. Supplementary Information The online version contains supplementary material available at 10.1007/s00394-021-02752-4.
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Affiliation(s)
- Marialaura Bonaccio
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy.
| | - Simona Costanzo
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Francesca Bracone
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Alessandro Gialluisi
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | | | - Emilia Ruggiero
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Simona Esposito
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | | | - Mariarosaria Persichillo
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Chiara Cerletti
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Maria Benedetta Donati
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Giovanni de Gaetano
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Via dell'Elettronica, 86077, Pozzilli, IS, Italy.,Department of Medicine and Surgery, Research Center in Epidemiology and Preventive Medicine (EPIMED), University of Insubria, Varese, Italy
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10
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Gialluisi A, Di Castelnuovo A, Costanzo S, Bonaccio M, Persichillo M, Magnacca S, De Curtis A, Cerletti C, Donati MB, de Gaetano G, Capobianco E, Iacoviello L. Exploring domains, clinical implications and environmental associations of a deep learning marker of biological ageing. Eur J Epidemiol 2021; 37:35-48. [PMID: 34453631 DOI: 10.1007/s10654-021-00797-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 08/07/2021] [Indexed: 01/05/2023]
Abstract
Deep Neural Networks (DNN) have been recently developed for the estimation of Biological Age (BA), the hypothetical underlying age of an organism, which can differ from its chronological age (CA). Although promising, these population-specific algorithms warrant further characterization and validation, since their biological, clinical and environmental correlates remain largely unexplored. Here, an accurate DNN was trained to compute BA based on 36 circulating biomarkers in an Italian population (N = 23,858; age ≥ 35 years; 51.7% women). This estimate was heavily influenced by markers of metabolic, heart, kidney and liver function. The resulting Δage (BA-CA) significantly predicted mortality and hospitalization risk for all and specific causes. Slowed biological aging (Δage < 0) was associated with higher physical and mental wellbeing, healthy lifestyles (e.g. adherence to Mediterranean diet) and higher socioeconomic status (educational attainment, household income and occupational status), while accelerated aging (Δage > 0) was associated with smoking and obesity. Together, lifestyles and socioeconomic variables explained ~48% of the total variance in Δage, potentially suggesting the existence of a genetic basis. These findings validate blood-based biological aging as a marker of public health in adult Italians and provide a robust body of knowledge on its biological architecture, clinical implications and potential environmental influences.
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Affiliation(s)
- Alessandro Gialluisi
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy.
| | | | - Simona Costanzo
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
| | - Marialaura Bonaccio
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
| | - Mariarosaria Persichillo
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
| | | | - Amalia De Curtis
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
| | - Chiara Cerletti
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
| | - Maria Benedetta Donati
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
| | - Giovanni de Gaetano
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
| | - Enrico Capobianco
- Institute of Data Science and Computing, University of Miami, Miami, FL, USA
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS Neuromed, Via dell´Elettronica, 86077, Pozzilli, Italy
- Department of Medicine and Surgery, Research Center in Epidemiology and Preventive Medicine (EPIMED), University of Insubria, Varese, Italy
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11
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Bonaccio M, Costanzo S, Di Castelnuovo A, Persichillo M, De Curtis A, Olivieri M, Cerletti C, Donati MB, de Gaetano G, Iacoviello L. The CASSIOPEA Study (Economic Crisis and Adherence to the Mediterranean diet: poSSIble impact on biOmarkers of inflammation and metabolic PhEnotypes in the cohort of the Moli-sAni Study): Rationale, design and characteristics of participants. Nutr Metab Cardiovasc Dis 2021; 31:1053-1062. [PMID: 33549444 DOI: 10.1016/j.numecd.2020.12.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 11/04/2020] [Accepted: 12/05/2020] [Indexed: 11/24/2022]
Abstract
BACKGROUND AND AIMS The CASSIOPEA Study was designed to evaluate whether the economic downturn during the late 2000s was a contributing factor to the observed decrease in adherence to Mediterranean diet (MD). METHODS AND RESULTS The study protocol consists of two steps: A) recall of 7406 men and women who, between 2005 and 2006, had been randomly recruited in the Moli-sani Study from the general population of Molise, to assess possible economic hardship (EH) related to the economic crisis initiated in 2007; B) re-examination, between 2017 and 2020, of available subjects identified in Step 1 as poorly or harder hit by EH to test the hypothesis that EH is associated with a decrease in MD adherence, possibly resulting in increased inflammation. The results of Step 1 are reported here. From the initial sample of individuals re-examined after 12.6 years (median; IQR = 12.1-13.0 y), 3646 were finally analysed. An Economic Hardship Score (EHS; range 0-14) was obtained by scoring three domains: 1) change in employment status; 2) financial hardship and 3) financial hardship for health expenditures. Overall, 37.8% of the sample reported high EHS (≥3), whilst 32% scored 0 (no EH). Those with high EHS were prevalently women and younger, with low socioeconomic status. CONCLUSIONS High economic hardship was prevalently reported by weaker socioeconomic groups. Longitudinal analysis (step 2) will examine whether the economic crisis had an effect on adherence to Mediterranean diet with consequent potential impact on inflammation, one of the main biological pathways linking MD to health outcomes. CLINICALTRIALS. GOV IDENTIFIER NCT03119142.
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Affiliation(s)
- Marialaura Bonaccio
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy.
| | - Simona Costanzo
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | | | - Mariarosaria Persichillo
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Amalia De Curtis
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | | | - Chiara Cerletti
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Maria Benedetta Donati
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Giovanni de Gaetano
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS Neuromed, via dell'Elettronica, 86077, Pozzilli, IS, Italy; Department of Medicine and Surgery, Research Center in Epidemiology and Preventive Medicine (EPIMED), University of Insubria, 21100, Varese-Como, Italy
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12
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Bonaccio M, Di Castelnuovo A, de Gaetano G, Iacoviello L. Socioeconomic gradient in health: mind the gap in 'invisible' disparities. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:1200. [PMID: 33241049 PMCID: PMC7576022 DOI: 10.21037/atm.2020.04.46] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Marialaura Bonaccio
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy
| | | | - Giovanni de Gaetano
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli (IS), Italy.,Department of Medicine and Surgery, Research Center in Epidemiology and Preventive Medicine (EPIMED), University of Insubria, Varese, Italy
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13
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Gialluisi A, Bonaccio M, Di Castelnuovo A, Costanzo S, De Curtis A, Sarchiapone M, Cerletti C, Donati MB, de Gaetano G, Iacoviello L. Lifestyle and biological factors influence the relationship between mental health and low-grade inflammation. Brain Behav Immun 2020; 85:4-13. [PMID: 31055172 DOI: 10.1016/j.bbi.2019.04.041] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 04/04/2019] [Accepted: 04/30/2019] [Indexed: 01/25/2023] Open
Abstract
Mental health modulates the risk of common chronic conditions. Although inflammation is thought to partly explain this link, its relation with mental health is still unclear and largely unexplored. We investigated three scales assessing psychological resilience (CD-RISC), depression symptoms (PHQ9-6) and mental wellbeing (SF36-MCS) in an Italian adult population cohort (Nmax = 16,952). This showed a slightly higher frequency of men, more educated and younger participants, compared to samples with incomplete questionnaires. We performed stepwise generalized linear models to test the association between each scale and INFLA-score, a composite blood-based inflammation index. At each step, a class of potential mediators was included in the model, namely health conditions, lifestyle factors, or both (full model). Full model analysis was also conducted on single blood markers involved in the inflammatory process. In the baseline model, we observed significant associations of PHQ9-6 (standardized β(SE) = 0.024(0.009), p = 8.9 × 10-3) and SF36-MCS (β(SE) = -0.021(0.008), p = 7 × 10-3) with INFLA-score. These associations survived adjustment for health conditions but not for lifestyle factors, which explained 81% and 17% of the association with PHQ9-6 and SF36-MCS. Significant associations (p < 4.2 × 10-3) after mediator adjustment were observed for single low-grade inflammation markers, including platelet distribution width (with PHQ9-6 and CD-RISC), granulocyte- and neutrophil-to-lymphocyte ratios, monocyte and lymphocyte fractions (with SF36-MCS). After imputation of missing data, we observed substantially consistent associations. These findings suggest that the relationship between mental health and low-grade inflammation is largely influenced by lifestyle. However, the associations with specific biomarkers related to inflammation are partly independent and might be explained by biological factors.
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Affiliation(s)
- A Gialluisi
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy.
| | - M Bonaccio
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy
| | | | - S Costanzo
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy
| | - A De Curtis
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy
| | - M Sarchiapone
- Department of Medicine and Health Science, University of Molise, Campobasso, Italy; National Institute of Migration and Poverty, Via San Gallicano, Roma, Italy; Medical University of Almaty, Almaty, Kazakhstan
| | - C Cerletti
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy
| | - M B Donati
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy
| | - G de Gaetano
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy
| | - L Iacoviello
- Department of Epidemiology and Prevention, IRCCS NEUROMED, Pozzilli, Italy; Department of Medicine and Surgery, University of Insubria, Varese, Italy
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14
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Bonaccio M, Di Castelnuovo A, Costanzo S, Ruggiero E, De Curtis A, Persichillo M, Tabolacci C, Facchiano F, Cerletti C, Donati MB, de Gaetano G, Iacoviello L, Iacoviello L, de Gaetano G, Donati MB, Iacoviello L, Bonaccio M, Bonanni A, Cerletti C, Costanzo S, De Curtis A, de Gaetano G, Di Castelnuovo A, Donati MB, Gianfagna F, Persichillo M, Di Prospero T, Vermylen J, De Paula Carrasco I, Giampaoli S, Spagnuolo A, Assanelli D, Centritto V, Costanzo S, Olivieri M, Olivieri M, Di Castelnuovo A, Bonaccio M, Costanzo S, Gialluisi A, Gianfagna° F, Ruggiero E, De Curtis A, Magnacca S, Izzi B, Gianfagna F, Marotta A, Noro F, Bonanni A, De Lucia F, Persichillo M, Bracone F, De Lucia F, Dudiez S, Rago L, Rago L, Costanzo S, De Curtis A, Iacoviello L, Panzera T, Persichillo M. Chili Pepper Consumption and Mortality in Italian Adults. J Am Coll Cardiol 2019; 74:3139-3149. [DOI: 10.1016/j.jacc.2019.09.068] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 08/29/2019] [Accepted: 09/23/2019] [Indexed: 12/17/2022]
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15
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Zarnani K, Nichols TE, Alfaro-Almagro F, Fagerlund B, Lauritzen M, Rostrup E, Smith SM. Discovering markers of healthy aging: a prospective study in a Danish male birth cohort. Aging (Albany NY) 2019; 11:5943-5974. [PMID: 31480020 PMCID: PMC6738442 DOI: 10.18632/aging.102151] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 07/31/2019] [Indexed: 01/23/2023]
Abstract
There is a pressing need to identify markers of cognitive and neural decline in healthy late-midlife participants. We explored the relationship between cross-sectional structural brain-imaging derived phenotypes (IDPs) and cognitive ability, demographic, health and lifestyle factors (non-IDPs). Participants were recruited from the 1953 Danish Male Birth Cohort (N=193). Applying an extreme group design, members were selected in 2 groups based on cognitive change between IQ at age ~20y (IQ-20) and age ~57y (IQ-57). Subjects showing the highest (n=95) and lowest (n=98) change were selected (at age ~57) for assessments on multiple IDPs and non-IDPs. We investigated the relationship between 453 IDPs and 70 non-IDPs through pairwise correlation and multivariate canonical correlation analysis (CCA) models. Significant pairwise associations included positive associations between IQ-20 and gray-matter volume of the temporal pole. CCA identified a richer pattern - a single "positive-negative" mode of population co-variation coupling individual cross-subject variations in IDPs to an extensive range of non-IDP measures (r = 0.75, Pcorrected < 0.01). Specifically, this mode linked higher cognitive performance, positive early-life social factors, and mental health to a larger brain volume of several brain structures, overall volume, and microstructural properties of some white matter tracts. Interestingly, both statistical models identified IQ-20 and gray-matter volume of the temporal pole as important contributors to the inter-individual variation observed. The converging patterns provide novel insight into the importance of early adulthood intelligence as a significant marker of late-midlife neural decline and motivates additional study.
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Affiliation(s)
- Kiyana Zarnani
- Functional Imaging Unit, Department of Clinical Physiology, Nuclear Medicine and PET, Copenhagen University Hospital Rigshospitalet, Glostrup, Denmark.,Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark.,Department of Neuroscience, University of Copenhagen, Copenhagen, Denmark.,Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Thomas E Nichols
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.,Oxford Big Data Institute, Li Ka Shing, Centre For Health Information and Discovery, Nuffield Department of Population Health University of Oxford, Oxford, UK.,Department of Statistics, University of Warwick, Coventry, UK
| | - Fidel Alfaro-Almagro
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Birgitte Fagerlund
- Center for Neuropsychiatric Schizophrenia Research, Mental Health Center, Glostrup, Denmark.,Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Martin Lauritzen
- Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark.,Department of Neuroscience, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Medicine, Glostrup, Denmark
| | - Egill Rostrup
- Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark.,Center for Neuropsychiatric Schizophrenia Research, Mental Health Center, Glostrup, Denmark.,Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Stephen M Smith
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
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16
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Bonaccio M, Di Castelnuovo A, Costanzo S, De Curtis A, Persichillo M, Cerletti C, Donati MB, de Gaetano G, Iacoviello L. Impact of combined healthy lifestyle factors on survival in an adult general population and in high-risk groups: prospective results from the Moli-sani Study. J Intern Med 2019; 286:207-220. [PMID: 30993789 DOI: 10.1111/joim.12907] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND There is poor knowledge on the association between combined lifestyles with mortality risk among individuals at high risk, and little is known on the biological mechanisms that could be on the pathway. METHODS Longitudinal analysis on 22 839 individuals from the Moli-sani Study (Italy, 2005-2010). Among them, we identified 5200 elderly individuals (≥65 year), 2127 subjects with diabetes and 1180 with cardiovascular disease (CVD) at baseline. A healthy lifestyle score (HLS) was calculated, allocating 1 point for each of the following: abstention from smoking; adherence to Mediterranean diet; physical activity; absence of abdominal obesity. Hazard ratios (HR) with 95% confidence intervals (95%CI) were calculated by multivariable Cox regression and competing risk models. RESULTS During 8.2 years of follow-up, 1237 deaths occurred. In the general population, adherence to all four healthy lifestyles, compared with none or 1, was associated with lower risk of all-cause (HR = 0.53; 95%CI:0.39-0.72), CVD (HR = 0.54; 0.32-0.91), cancer (HR = 0.62; 0.39-1.00) and mortality from other causes (HR = 0.39; 0.19-0.81). A 1-point increase in HLS was associated with 20%, 22% and 24% lower risk of total mortality among the elderly, in subjects with diabetes or CVD, respectively. Traditional (e.g. blood lipids), inflammatory (e.g. C-reactive protein) and novel biomarkers (e.g. markers of cardiac damage) accounted for up to 24% of the association of HLS with all-cause mortality risk in the general population. CONCLUSIONS The impact of combined four healthy lifestyles on survival was considerable, both in the general population and among high-risk subgroups. Inflammatory and novel biomarkers of CVD risk explained a substantial proportion of this association.
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Affiliation(s)
- M Bonaccio
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy
| | | | - S Costanzo
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy
| | - A De Curtis
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy
| | - M Persichillo
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy
| | - C Cerletti
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy
| | - M B Donati
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy
| | - G de Gaetano
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy
| | - L Iacoviello
- Department of Epidemiology and Prevention, IRCCS Neuromed, Pozzilli, IS, Italy.,Department of Medicine and Surgery, Research Center in Epidemiology and Preventive Medicine (EPIMED), University of Insubria, Varese, Italy
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17
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Bonaccio M, Di Castelnuovo A, Costanzo S, De Curtis A, Persichillo M, Cerletti C, Donati MB, de Gaetano G, Iacoviello L. Socioeconomic trajectories across the life course and risk of total and cause-specific mortality: prospective findings from the Moli-sani Study. J Epidemiol Community Health 2019; 73:516-528. [DOI: 10.1136/jech-2018-211582] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 01/25/2019] [Accepted: 02/12/2019] [Indexed: 11/04/2022]
Abstract
BackgroundA life course approach has been suggested as the most appropriate to establish the total impact of socioeconomic status (SES) on adult health outcomes; however, such an approach has been poorly used within Mediterranean populations. We aimed to examine the SES trajectories from childhood to adulthood associated with mortality risk in a large general population-based cohort and to test potential pathways (eg, inflammation) underlying such associations.MethodsLongitudinal analyses on 22 194 subjects recruited in the Moli-sani Study, Italy (2005–2010). Low and high SES in childhood, educational attainment (low/high) and SES during adulthood (measured by a score including material resources and dichotomised as low/high) were used to define overall trajectories.ResultsOver 8.3 years of follow-up, 1155 deaths occurred. In the group with poor childhood SES, an upward trajectory in both educational and material circumstances was associated with lower risk of all-cause death (HR=0.64; 95% CI 0.47 to 0.87), as opposed to subjects who remained stably low (low education and adulthood SES). Subjects with high childhood SES, but not educational achievement, were at increased risk of total and cardiovascular disease (CVD) death, although reporting higher material SES in adult life, as compared with the stably high SES group (HR=1.44; 1.02 to 2.02 and HR=1.90; 1.10 to 3.28, respectively). Inflammatory markers marginally accounted for such associations.ConclusionFor individuals with low SES in early life, an educational and material upward trajectory over the life course was associated with lower mortality risk. In the high SES childhood group, lack of a higher educational attainment appeared to be unfavourably associated with survival.
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18
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A Comparative Analysis of the Status Anxiety Hypothesis of Socio-economic Inequalities in Health Based on 18,349 individuals in Four Countries and Five Cohort Studies. Sci Rep 2019; 9:796. [PMID: 30692559 PMCID: PMC6349896 DOI: 10.1038/s41598-018-37440-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 11/30/2018] [Indexed: 01/17/2023] Open
Abstract
The status anxiety hypothesis proposes that systematic inflammation as a consequence of chronic psycho-social stress is a possible pathway linking socio-economic position (SEP) to premature ageing and is a possible explanation for cross-national variation in patterns of health and well-being. Harmonised data from the LIFEPATH consortium on 18,349 individuals aged 50 to 75 and 30,632 observations are used to measure variation in the association between inflammation measured as C-reactive protein and SEP across four countries (Britain, Ireland, Portugal and Switzerland) and five studies (ELSA, Whitehall II, TILDA, EPIPorto and SKIPOGH). Adjusting for population composition, mean concentrations of CRP are highest in Portugal, the country with the highest income inequality and lowest in Switzerland, a lower income inequality country. Across all of the studies, lower SEP groups have higher mean concentrations of CRP and, as predicted by the theory, absolute differentials between SEP groups reflect the pattern of societal income inequality. Adjustment for lifestyle indicators reduces SEP differentials by between 45% and 52% but cannot account for country variation in mean inflammation.
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19
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Kolb H, Stumvoll M, Kramer W, Kempf K, Martin S. Insulin translates unfavourable lifestyle into obesity. BMC Med 2018; 16:232. [PMID: 30541568 PMCID: PMC6292073 DOI: 10.1186/s12916-018-1225-1] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2018] [Accepted: 11/26/2018] [Indexed: 12/18/2022] Open
Abstract
Lifestyle factors conferring increased diabetes risk are associated with elevated basal insulin levels (hyperinsulinaemia). The latter predicts later obesity in children and adolescents.A causal role of hyperinsulinaemia for adipose tissue growth is probable because pharmacological reduction of insulin secretion lowers body weight in people who are obese. Genetic inactivation of insulin gene alleles in mice also lowers their systemic insulin levels and prevents or ameliorates high-fat diet-induced obesity. Hyperinsulinaemia causes weight gain because of a physiological property of insulin. Insulin levels that are on the high side of normal, or which are slightly elevated, are sufficient to suppress lipolysis and promote lipogenesis in adipocytes. The effect of insulin on glucose transport or hepatic glucose production requires six or two times higher hormone levels, respectively.It seems justified to suggest a lifestyle that avoids high insulin levels in order to limit anabolic fat tissue activity.
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Affiliation(s)
- Hubert Kolb
- Faculty of Medicine, University of Duesseldorf, Moorenstr. 5, 40225, Duesseldorf, Germany.,West German Centre of Diabetes and Health, Duesseldorf Catholic Hospital Group, Hohensandweg 37, 40591, Duesseldorf, Germany
| | - Michael Stumvoll
- Department of Endocrinology and Nephrology, University of Leipzig, Liebigstraße 18, 04103, Leipzig, Germany
| | - Werner Kramer
- Biomedical and Scientific Consulting, 55130, Mainz, Germany
| | - Kerstin Kempf
- West German Centre of Diabetes and Health, Duesseldorf Catholic Hospital Group, Hohensandweg 37, 40591, Duesseldorf, Germany.
| | - Stephan Martin
- Faculty of Medicine, University of Duesseldorf, Moorenstr. 5, 40225, Duesseldorf, Germany.,West German Centre of Diabetes and Health, Duesseldorf Catholic Hospital Group, Hohensandweg 37, 40591, Duesseldorf, Germany
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20
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Mediterranean diet and mortality in the elderly: a prospective cohort study and a meta-analysis. Br J Nutr 2018; 120:841-854. [DOI: 10.1017/s0007114518002179] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
AbstractThe Mediterranean diet (MD) has been associated with prolonged survival in the general population, but no meta-analysis has apparently investigated the potential health benefits in relation to mortality in the elderly. We performed a longitudinal analysis on 5200 individuals aged ≥65 years identified within the general population recruited in the Moli-sani study cohort (2005–2010). Adherence to the MD was appraised by the a priori Mediterranean diet score (MDS; range 0–9). Survival estimates were derived using Cox regression and competing risk models. For the meta-analysis, PubMed and Scopus databases were searched from inception until April 2018 to identify prospective studies on the MD and death risk in the elderly. Over a median follow-up of 8·1 years, a total of 900 deaths were ascertained in the elderly sub-sample of the Moli-sani cohort. A one-point increase in the MDS was associated with lower risk of all-cause, coronary artery disease/cerebrovascular and non-cardiovascular/non-cancer mortality (multi-variable hazard ratio (HR)=0·94; 95 % CI 0·90, 0·98; HR=0·91; 95 % CI 0·83, 0·99 and HR=0·89; 95 % CI 0·81, 0·96, respectively). In a meta-analysis of seven prospective studies, including our results, for a total of 11 738 participants and 3874 deaths, one-point increment in MDS was associated with 5 % (4–7 %) lower risk of all-cause death. An inverse linear dose–response relationship was found from a meta-analysis including three studies. In conclusion, a prospective cohort study and a meta-analysis showed that closer adherence to the MD was associated with prolonged survival in elderly individuals, suggesting the appropriateness for older persons to adopt/preserve the MD to maximise their prospects for survival.
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Shivappa N, Bonaccio M, Hebert JR, Di Castelnuovo A, Costanzo S, Ruggiero E, Pounis G, Donati MB, de Gaetano G, Iacoviello L. Association of proinflammatory diet with low-grade inflammation: results from the Moli-sani study. Nutrition 2018; 54:182-188. [PMID: 29982145 DOI: 10.1016/j.nut.2018.04.004] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 03/13/2018] [Accepted: 04/08/2018] [Indexed: 10/17/2022]
Abstract
OBJECTIVES The association between diet and inflammation is well documented. Yet, no evidence exists on the relationship between the inflammatory potential of the diet and low-grade inflammation (LGI) as measured by a composite score of plasma and cellular biomarkers. The aim of this study was to assess the association between the Dietary Inflammatory Index (DII®) and LGI in a large population-based cohort. METHODS Cross-sectional analyses were conducted on data from 20 823 adults (age ≥35 y; 48% male) without acute inflammation, who were recruited within the general population of the Moli-sani study from 2005 to 2010. LGI was measured by using a composite score (INFLA-score) including platelet and leukocyte counts, the granulocyte to lymphocyte ratio, and C-reactive protein. DII scores were computed based on dietary intake assessed by the EPIC food frequency questionnaire. Multivariable linear regression models were fit to produce adjusted regression coefficients and 95% confidence intervals (CIs). RESULTS Higher DII scores were associated with increased LGI (β = 0.131; 95% CI, 0.089-0.174 for the highest versus lowest quintile of DII) after adjusting for age, sex, lifestyle, prevalence of chronic diseases, and health conditions. A higher DII score also was positively associated with each single biomarker of inflammation included in the INFLA-score, unhealthy behaviors (smoking, sedentary lifestyle), and insulin. CONCLUSIONS Higher DII scores, indicating greater inflammatory potential of the diet, were directly associated with LGI, as measured by a composite score of plasma and cellular biomarkers of inflammation. These findings are consistent with the contributing role of diet-mediated inflammation in increasing risk for inflammation-related chronic diseases.
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Affiliation(s)
- Nitin Shivappa
- Cancer Prevention and Control Program, University of South Carolina, Columbia, South Carolina, USA; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA; Connecting Health Innovations LLC, Columbia, South Carolina, USA.
| | - Marialaura Bonaccio
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy
| | - James R Hebert
- Cancer Prevention and Control Program, University of South Carolina, Columbia, South Carolina, USA; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA; Connecting Health Innovations LLC, Columbia, South Carolina, USA
| | - Augusto Di Castelnuovo
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy
| | - Simona Costanzo
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy
| | - Emilia Ruggiero
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy
| | - George Pounis
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy
| | - Maria Benedetta Donati
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy
| | - Giovanni de Gaetano
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy
| | - Licia Iacoviello
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, Pozzilli (IS), Italy; Department of Medicine and Surgery, Research Center in Epidemiology and Preventive Medicine (EPIMED), University of Insubria, Varese, Italy
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22
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Turcotte LM, Wang T, Hemmer MT, Spellman SR, Arora M, Couriel D, Alousi A, Pidala J, Abdel-Azim H, Ahmed I, Beitinjaneh A, Buchbinder D, Byrne M, Callander N, Chao N, Choi SW, DeFilipp Z, Gadalla SM, Gale RP, Gergis U, Hashmi S, Hematti P, Holmberg L, Inamoto Y, Kamble RT, Lehmann L, MacMillan MA, McIver Z, Nishihori T, Norkin M, O'Brien T, Olsson RF, Reshef R, Saad A, Savani BN, Schouten HC, Seo S, Solh M, Verdonck L, Vij R, Wirk B, Yared J, Horowitz MM, Knight JM, Verneris MR. Donor body mass index does not predict graft versus host disease following hematopoietic cell transplantation. Bone Marrow Transplant 2018; 53:932-937. [PMID: 29382954 PMCID: PMC6041147 DOI: 10.1038/s41409-018-0100-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 01/03/2018] [Accepted: 01/04/2018] [Indexed: 11/09/2022]
Affiliation(s)
- Lucie M Turcotte
- University of Minnesota Blood and Marrow Transplant Program, Minneapolis, MN, USA.
| | - Tao Wang
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.,Division of Biostatistics, Institute for Health and Society, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Michael T Hemmer
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Stephen R Spellman
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, MN, USA
| | - Mukta Arora
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota Medical Center, Minneapolis, MN, USA
| | - Daniel Couriel
- Utah Blood and Marrow Transplant Program, Salt Lake City, UT, USA
| | - Amin Alousi
- Department of Stem Cell Transplantation, Division of Cancer Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | - Joseph Pidala
- Department of Blood and Marrow Transplantation, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Hisham Abdel-Azim
- Division of Hematology, Oncology and Blood & Marrow Transplantation, Children's Hospital Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Ibrahim Ahmed
- Department of Hematology Oncology and Bone Marrow Transplantation, The Children's Mercy Hospitals and Clinics, Kansas City, MO, USA
| | | | - David Buchbinder
- Division of Pediatrics Hematology, Children's Hospital of Orange County, Orange, CA, USA
| | - Michael Byrne
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Natalie Callander
- Division of Hematology/Oncology/Bone Marrow Transplantation, Department of Medicine, University of Wisconsin Hospital and Clinics, Madison, WI, USA
| | - Nelson Chao
- Division of Cell Therapy and Hematologica, Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | | | - Zachariah DeFilipp
- Blood and Marrow Transplant Program, Massachusetts General Hospital, Boston, MA, USA
| | - Shahinaz M Gadalla
- Division of Cancer Epidemiology & Genetics, NIH-NCI Clinical Genetics Branch, Rockville, MD, USA
| | - Robert Peter Gale
- Hematology Research Centre, Division of Experimental Medicine, Department of Medicine, Imperial College London, London, United Kingdom
| | - Usama Gergis
- Hematolgic Malignancies & Bone Marrow Transplant, Department of Medical Oncology, New York Presbyterian Hospital/Weill Cornell Medical Center, New York, NY, USA
| | - Shahrukh Hashmi
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.,Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Peiman Hematti
- Division of Hematology/Oncology/Bone Marrow Transplantation, Department of Medicine, University of Wisconsin Hospital and Clinics, Madison, WI, USA
| | - Leona Holmberg
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Yoshihiro Inamoto
- Division of Hematopoietic Stem Cell Transplantation, National Cancer Center Hospital, Tokyo, Japan
| | - Rammurti T Kamble
- Division of Hematology and Oncology, Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
| | - Leslie Lehmann
- Dana-Farber Cancer Institute/Boston Children's Hospital, Boston, MA, USA
| | - Margaret A MacMillan
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota Medical Center, Minneapolis, MN, USA
| | | | - Taiga Nishihori
- Department of Blood and Marrow Transplantation, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Maxim Norkin
- Division of Hematology/Oncology, University Florida College of Medicine, Gainesville, FL, USA
| | - Tracey O'Brien
- Blood & Marrow Transplant Program, Kids Cancer Centre, Sydney Children's Hospital, Sydney, Australia
| | - Richard F Olsson
- Division of Therapeutic Immunology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Clinical Research Sormland, Uppsala University, Uppsala, Sweden
| | - Ran Reshef
- Blood and Marrow Transplantation Program and Columbia Center for Translational Immunology, Columbia University Medical Center, New York, NY, USA
| | - Ayman Saad
- Division of Hematology/Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Bipin N Savani
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Harry C Schouten
- Department of Hematology, Academische Ziekenhuis, Maastricht, Netherlands
| | - Sachiko Seo
- Department of Hematology & Oncology, National Cancer Research Center East, Chiba, Japan
| | - Melhem Solh
- The Blood and Marrow Transplant Group of Georgia, Northside Hospital, Atlanta, GA, USA
| | - Leo Verdonck
- Department of Hematology/Oncology, Isala Clinic, Zwolle, The Netherlands
| | - Ravi Vij
- Division of Hematology and Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Baldeep Wirk
- Division of Bone Marrow Transplant, Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Jean Yared
- Blood & Marrow Transplantation Program, Division of Hematology/Oncology, Department of Medicine, Greenebaum Cancer Center, University of Maryland, Baltimore, MD, USA
| | - Mary M Horowitz
- Center for International Blood and Marrow Transplant Research, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jennifer M Knight
- Department of Psychiatry, Medical College of Wisconsin, Milwaukee, WI, USA
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Wang L, Liang R, Zhou T, Zheng J, Liang BM, Zhang HP, Luo FM, Gibson PG, Wang G. Identification and validation of asthma phenotypes in Chinese population using cluster analysis. Ann Allergy Asthma Immunol 2017; 119:324-332. [PMID: 28866310 DOI: 10.1016/j.anai.2017.07.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 07/09/2017] [Accepted: 07/12/2017] [Indexed: 02/05/2023]
Abstract
BACKGROUND Asthma is a heterogeneous airway disease, so it is crucial to clearly identify clinical phenotypes to achieve better asthma management. OBJECTIVE To identify and prospectively validate asthma clusters in a Chinese population. METHODS Two hundred eighty-four patients were consecutively recruited and 18 sociodemographic and clinical variables were collected. Hierarchical cluster analysis was performed by the Ward method followed by k-means cluster analysis. Then, a prospective 12-month cohort study was used to validate the identified clusters. RESULTS Five clusters were successfully identified. Clusters 1 (n = 71) and 3 (n = 81) were mild asthma phenotypes with slight airway obstruction and low exacerbation risk, but with a sex differential. Cluster 2 (n = 65) described an "allergic" phenotype, cluster 4 (n = 33) featured a "fixed airflow limitation" phenotype with smoking, and cluster 5 (n = 34) was a "low socioeconomic status" phenotype. Patients in clusters 2, 4, and 5 had distinctly lower socioeconomic status and more psychological symptoms. Cluster 2 had a significantly increased risk of exacerbations (risk ratio [RR] 1.13, 95% confidence interval [CI] 1.03-1.25), unplanned visits for asthma (RR 1.98, 95% CI 1.07-3.66), and emergency visits for asthma (RR 7.17, 95% CI 1.26-40.80). Cluster 4 had an increased risk of unplanned visits (RR 2.22, 95% CI 1.02-4.81), and cluster 5 had increased emergency visits (RR 12.72, 95% CI 1.95-69.78). Kaplan-Meier analysis confirmed that cluster grouping was predictive of time to the first asthma exacerbation, unplanned visit, emergency visit, and hospital admission (P < .0001 for all comparisons). CONCLUSION We identified 3 clinical clusters as "allergic asthma," "fixed airflow limitation," and "low socioeconomic status" phenotypes that are at high risk of severe asthma exacerbations and that have management implications for clinical practice in developing countries.
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Affiliation(s)
- Lei Wang
- Pneumology Group, Department of Integrated Traditional Chinese and Western Medicine, State Key Laboratory of Biotherapy of China, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Rui Liang
- Pneumology Group, Department of Integrated Traditional Chinese and Western Medicine, State Key Laboratory of Biotherapy of China, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Ting Zhou
- Health Management Center, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Jing Zheng
- Pneumology Group, Department of Integrated Traditional Chinese and Western Medicine, State Key Laboratory of Biotherapy of China, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Bing Miao Liang
- Department of Respiratory and Critical Care Medicine, West Chia Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Hong Ping Zhang
- Pneumology Group, Department of Integrated Traditional Chinese and Western Medicine, State Key Laboratory of Biotherapy of China, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Feng Ming Luo
- Department of Respiratory and Critical Care Medicine, West Chia Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Peter G Gibson
- Department of Respiratory and Sleep Medicine, John Hunter Hospital, Hunter Medical Research Institute, University of Newcastle, Priority Research Centre for Healthy Lungs, New Lambton Heights, New South Wales, Australia
| | - Gang Wang
- Pneumology Group, Department of Integrated Traditional Chinese and Western Medicine, State Key Laboratory of Biotherapy of China, West China Hospital, Sichuan University, Chengdu, People's Republic of China.
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Childhood adversities and chronic conditions: examination of mediators, recall bias and age at diagnosis. Int J Public Health 2017; 63:181-192. [PMID: 28736801 DOI: 10.1007/s00038-017-1021-2] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 07/10/2017] [Accepted: 07/12/2017] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVES The aim of this study was to (1) identify the influence of childhood socioeconomic status (CSES) on five chronic conditions: asthma, bronchitis, hypothyroid, migraine, and psychiatric disorders in later life; (2) determine the mediating role of childhood abuse (CA) in these associations, and (3) quantify recall bias due to respondent's mental health in these associations. METHODS 10,325 men and women from the Tromsø Study were followed for 13 years, and Poisson regression models were used. RESULTS Low CSES was associated with a 16-23% higher risk of chronic conditions, and CA was associated with a 16-58% higher risk of chronic conditions (p < 0.05). A minor proportion of the association between CSES and CA (3.98%, p < 0.05); CSES and chronic conditions (5.54-8.71%, p < 0.05); and CA and chronic conditions (9.51-19.52%, p < 0.05), were driven by recall bias due to the respondent's mental health. CA mediated the association between CSES and chronic conditions (9.58-25.06%, p < 0.05). CONCLUSIONS Low CSES and CA are associated with higher risk of chronic conditions in later life. A minor proportion of these associations are driven by recall bias.
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25
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Davillas A, Benzeval M, Kumari M. Socio-economic inequalities in C-reactive protein and fibrinogen across the adult age span: Findings from Understanding Society. Sci Rep 2017; 7:2641. [PMID: 28572594 PMCID: PMC5454021 DOI: 10.1038/s41598-017-02888-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 04/19/2017] [Indexed: 12/16/2022] Open
Abstract
Systemic inflammation has been proposed as a physiological process linking socio-economic position (SEP) to health. We examined how SEP inequalities in inflammation -assessed using C-reactive protein (CRP) and fibrinogen- varied across the adult age span. Current (household income) and distal (education) markers of SEP were used. Data from 7,943 participants (aged 25+) of Understanding Society (wave 2, 1/2010-3/2012) were employed. We found that SEP inequalities in inflammation followed heterogeneous patterns by age, which differed by the inflammatory marker examined rather than by SEP measures. SEP inequalities in CRP emerged in 30s, increased up to mid-50s or early 60 s when they peaked and then decreased with age. SEP inequalities in fibrinogen decreased with age. Body mass index (BMI), smoking, physical activity and healthy diet explained part, but not all, of the SEP inequalities in inflammation; in general, BMI exerted the largest attenuation. Cumulative advantage theories and those considering age as a leveler for the accumulation of health and economic advantages across the life-span should be dynamically integrated to better understand the observed heterogeneity in SEP differences in health across the lifespan. The attenuating roles of health-related lifestyle indicators suggest that targeting health promotion policies may help reduce SEP inequalities in health.
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Affiliation(s)
- Apostolos Davillas
- Institute for Social and Economic Research (ISER), University of Essex, Colchester, UK.
| | - Michaela Benzeval
- Institute for Social and Economic Research (ISER), University of Essex, Colchester, UK
| | - Meena Kumari
- Institute for Social and Economic Research (ISER), University of Essex, Colchester, UK
- Department of Epidemiology and Public Health, University College London, London, UK
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Agarwal S, Sud K, Thakkar B, Menon V, Jaber WA, Kapadia SR. Changing Trends of Atherosclerotic Risk Factors Among Patients With Acute Myocardial Infarction and Acute Ischemic Stroke. Am J Cardiol 2017; 119:1532-1541. [PMID: 28372804 DOI: 10.1016/j.amjcard.2017.02.027] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2016] [Revised: 02/15/2017] [Accepted: 02/15/2017] [Indexed: 11/26/2022]
Abstract
We aimed to evaluate the secular trends in demographics, risk factors, and clinical characteristics of patients presenting with acute myocardial infarction (AMI) or acute ischemic stroke (AIS), using a large nationally representative data set of in-hospital admissions. We used the 2003 to 2013 Nationwide Inpatient Sample. All admissions with primary diagnosis of AMI or AIS were included. Across 2003 to 2013, a total of 1,360,660 patients with AMI and 937,425 patients with AIS were included in the study. We noted a progressive reduction in the mean age of patients presenting with AMI and AIS (p trend <0.001 for all groups), implying that the burden of young patients with these acute syndromes is progressively increasing. In addition, there was a progressive increase in the proportion of patients who are uninsured among patients presenting with AMI and AIS. Furthermore, despite a progressively younger age at presentation, there was an observed increase in the prevalence of atherosclerotic risk factors including hypertension, hyperlipidemia, diabetes, smoking, and obesity among patients presenting with AMI or AIS during 2003 to 2013. Significant disparities were noted in the prevalence of risk factors among various demographic and geographical cohorts. Low socioeconomic status as well as uninsured patients had a significantly higher prevalence of preventable risk factors like smoking and obesity as compared to the high socioeconomic status and insured patients, respectively. In conclusion, there have been significant changes in the risk factor profile of patients presenting with AMI and AIS over the last decade.
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