1
|
Nogal B, Vinogradova S, Jorge M, Torkamani A, Fabian P, Blander G. Dose response of running on blood biomarkers of wellness in generally healthy individuals. PLoS One 2023; 18:e0293631. [PMID: 37967046 PMCID: PMC10651037 DOI: 10.1371/journal.pone.0293631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 10/16/2023] [Indexed: 11/17/2023] Open
Abstract
Exercise is effective toward delaying or preventing chronic disease, with a large body of evidence supporting its effectiveness. However, less is known about the specific healthspan-promoting effects of exercise on blood biomarkers in the disease-free population. In this work, we examine 23,237 generally healthy individuals who self-report varying weekly running volumes and compare them to 4,428 generally healthy sedentary individuals, as well as 82 professional endurance runners. We estimate the significance of differences among blood biomarkers for groups of increasing running levels using analysis of variance (ANOVA), adjusting for age, gender, and BMI. We attempt and add insight to our observational dataset analysis via two-sample Mendelian randomization (2S-MR) using large independent datasets. We find that self-reported running volume associates with biomarker signatures of improved wellness, with some serum markers apparently being principally modified by BMI, whereas others show a dose-effect with respect to running volume. We further detect hints of sexually dimorphic serum responses in oxygen transport and hormonal traits, and we also observe a tendency toward pronounced modifications in magnesium status in professional endurance athletes. Thus, our results further characterize blood biomarkers of exercise and metabolic health, particularly regarding dose-effect relationships, and better inform personalized advice for training and performance.
Collapse
Affiliation(s)
- Bartek Nogal
- InsideTracker, Cambridge, Massachusetts, United States of America
| | | | - Milena Jorge
- InsideTracker, Cambridge, Massachusetts, United States of America
| | - Ali Torkamani
- The Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, California, United States of America
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, United States of America
| | - Paul Fabian
- InsideTracker, Cambridge, Massachusetts, United States of America
| | - Gil Blander
- InsideTracker, Cambridge, Massachusetts, United States of America
| |
Collapse
|
2
|
Eating Behaviors in Healthy Young Adult Twin Pairs Discordant for Body Mass Index. Twin Res Hum Genet 2019; 22:220-228. [DOI: 10.1017/thg.2019.43] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
AbstractWe aimed to study the eating behavioral traits that associate with body mass index (BMI) among BMI-discordant twin pairs. This cross-sectional study examined self-reported eating behaviors in 134 healthy young adult twin pairs (57 monozygotic [MZ] and 77 same-sex dizygotic [DZ]), of whom 29 MZ and 46 DZ pairs were BMI discordant (BMI difference ≥ 3 kg/m2). In both MZ and DZ BMI-discordant pairs, the heavier co-twins reported being less capable of regulating their food intake optimally than their leaner co-twins, mainly due to ‘frequent overeating’. Furthermore, the heavier co-twins reported augmented ‘disinhibited eating’, ‘binge-eating scores’ and ‘body dissatisfaction’. The twins agreed more frequently that the heavier co-twins (rather than the leaner co-twins) ate more food in general, and more fatty food, in particular. No significant behavioral differences emerged in BMI-concordant twin pairs. Overeating — measured by ‘frequent overeating’, ‘disinhibited eating’ and ‘binge-eating score’ — was the main behavioral trait associated with higher BMI, independent of genotype and shared environment.
Collapse
|
3
|
Dietary Intake at 9 Years and Subsequent Body Mass Index in Adolescent Boys and Girls: A Study of Monozygotic Twin Pairs. Twin Res Hum Genet 2016; 19:47-59. [PMID: 26810866 DOI: 10.1017/thg.2015.97] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
There is a lack of evidence pointing to specific dietary elements related to weight gain and obesity prevention in childhood and adulthood. Dietary intake and obesity are both inherited and culturally transmitted, but most prospective studies on the association between diet and weight status do not take genetics into consideration. The objective of this study was to document the association between dietary intake at 9 years and subsequent Body Mass Index (BMI) in adolescent monozygotic boy and girl twin pairs. This research used data from 152 twin pairs. Dietary data were collected from two 24-hour-recall interviews with a parent and the child aged 9 years. Height and weight were obtained when the twins were aged 9, 12, 13, and 14 years. Intrapair variability analysis was performed to identify dietary elements related to BMI changes in subsequent years. BMI-discordant monozygotic twin pairs were also identified to analyze the dietary constituents that may have generated the discordance. After eliminating potential confounding genetic factors, pre-adolescent boys who ate fewer grain products and fruit and consumed more high-fat meat and milk had higher BMIs during adolescence; pre-adolescent girls who consumed more grain products and high-fat meat and milk had higher BMIs during adolescence. Energy intake (EI) at 9 years was not related to BMI in subsequent years. Our study suggests that messages and interventions directed at obesity prevention could take advantage of sex-specific designs and' eventually' genetic information.
Collapse
|
4
|
Intrapair Comparison of Life-Course Appetite and Physical Activity in Elderly Danish Twins: Reliability and Association With Subsequent Survival. Twin Res Hum Genet 2016; 19:447-55. [PMID: 27485765 DOI: 10.1017/thg.2016.56] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Avoiding overeating and being physically active is associated with healthy aging, but methodological issues challenge the quantification of the association. Intrapair comparison of twins is a study design that attempts to minimize social norm-driven biased self-reporting of lifestyle factors. We aimed to investigate the association between self-reported lifestyle factors and subsequent survival in 347 Danish twin pairs aged 70 years and older and, additionally, to investigate the reliability of these self-reports. The twins were interviewed in 2003 and followed for mortality until 2015. They were asked to compare their appetite and physical activity to that of their co-twins in different stages of life. On an individual level, we found a positive association between current self-reported physical activity and late-life survival for elderly twins. This was supported by the intrapair analyses, which revealed a positive association between midlife and current physical activity and late-life survival. A positive association between lower appetite and late-life survival was found generally over the life course in the individual level analyses but not in the intrapair analyses. Kappa values for the inter-twin agreement on who ate the most were 0.16 to 0.34 in different life stages, and for physical activity 0.19 to 0.26, corresponding to a slight-to-fair agreement. Approximately, 50% of the twin pairs were not in agreement regarding physical activity, and of these twins 75% (95% CI: 67-82%) considered themselves the most active twin. These findings indicate a still-existing tendency of answering according to social norms, even in a twin study designed to minimize this.
Collapse
|
5
|
Shannonhouse JL, Grater DM, York D, Wellman PJ, Morgan C. Sex differences in motivational responses to dietary fat in Syrian hamsters. Physiol Behav 2015; 147:102-16. [PMID: 25896879 DOI: 10.1016/j.physbeh.2015.04.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Revised: 04/13/2015] [Accepted: 04/16/2015] [Indexed: 12/25/2022]
Abstract
Women are more likely than men to exhibit motivational disorders (e.g., anhedonia and anxiety) with limited treatment options, and to overconsume high-fat "comfort foods" to improve motivational disruptions. Unfortunately, neurobiological underpinnings for sex differences in motivational disruptions and their responses to dietary fat are poorly understood. To help bridge these fundamental knowledge gaps, we assessed behavioral and neurobiological responses to dietary fat in a hamster model of female-biased motivational lability. Relative to social housing, social separation reduced hedonic drive in a new behavioral assay, the reward investigational preference (RIP) test. Fluoxetine or desipramine treatment for 21, but not 7, days improved RIP test performance. Pharmacologic specificity in this test was shown by non-responsiveness to diazepam, tracazolate, propranolol, or naltrexone. In the anxiety-related feeding/exploration conflict (AFEC) test, social separation worsened latency to eat highly palatable food under anxiogenic conditions, but not in home cages. Social separation also reduced weight gain, food intake, and adiposity while elevating energy expenditure, assessed by caloric efficiency and indirect calorimetry. Furthermore, chronic high-fat feeding improved anhedonic and anxious responses to separation, particularly in females. In the motivation-influencing nucleus accumbens, females, but not males, exhibited a separation-induced anxiety-related decrease in Creb1 mRNA levels and an anhedonia-related decrease in ΔFosb mRNA levels. Consistent with its antidepressant- and anxiolytic-like effects on behavior, high-fat feeding elevated accumbal Creb1 and ΔFosb mRNA levels in females only. Another accumbal reward marker, Tlr4 mRNA, was elevated in females by high-fat feeding. These results show that social separation of hamsters provides a novel model of sex-dependent comorbid anhedonia, anxiety, and anorexia, and implicate accumbal CREB, ΔFosB, and TLR4. Moreover, the results validate a new assay for chronic antidepressant efficacy.
Collapse
Affiliation(s)
- John L Shannonhouse
- Institute for Neuroscience, Texas A&M University, College Station, TX 77843, United States
| | - Danielle M Grater
- Department of Psychiatry, Weill Cornell Medical College, New York, NY 10021, United States
| | - Daniel York
- Department of Psychiatry, Weill Cornell Medical College, New York, NY 10021, United States
| | - Paul J Wellman
- Department of Psychology, Texas A&M University, College Station, TX 77843, United States
| | - Caurnel Morgan
- Institute for Neuroscience, Texas A&M University, College Station, TX 77843, United States; Department of Psychiatry, Weill Cornell Medical College, New York, NY 10021, United States; Department of Nutrition & Food Science, Texas A&M University, College Station, TX 77843, United States; Intercollegiate Faculty of Nutrition, Texas A&M University, College Station, TX 77843, United States.
| |
Collapse
|
6
|
Why expert performance is special and cannot be extrapolated from studies of performance in the general population: A response to criticisms. INTELLIGENCE 2014. [DOI: 10.1016/j.intell.2013.12.001] [Citation(s) in RCA: 94] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
7
|
Ismail NA, Posma JM, Frost G, Holmes E, Garcia-Perez I. The role of metabonomics as a tool for augmenting nutritional information in epidemiological studies. Electrophoresis 2013; 34:2776-86. [PMID: 23893902 DOI: 10.1002/elps.201300066] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2013] [Revised: 07/04/2013] [Accepted: 07/12/2013] [Indexed: 11/07/2022]
Abstract
Most chronic diseases have been demonstrated to have a link to nutrition. Within food and nutritional research there is a major driver to understand the relationship between diet and disease in order to improve health of individuals. However, the lack of accurate dietary intake assessment in free-living populations, makes accurate estimation of how diet is associated with disease risk difficulty. Thus, there is a pressing need to find solutions to the inaccuracy of dietary reporting. Metabolic profiling of urine or plasma can provide an unbiased approach to characterizing dietary intake and various high-throughput analytical platforms have been used in order to implement targeted and nontargeted assays in nutritional clinical trials and nutritional epidemiology studies. This review describes first the challenges presented in interpreting the relationship between diet and health within individual and epidemiological frameworks. Second, we aim to explore how metabonomics can benefit different types of nutritional studies and discuss the critical importance of selecting appropriate analytical techniques in these studies. Third, we propose a strategy capable of providing accurate assessment of food intake within an epidemiological framework in order establish accurate associations between diet and health.
Collapse
Affiliation(s)
- Nurhafzan A Ismail
- Division of Endocrinology and Metabolism, Nutrition and Dietetic Research Group, Imperial College London, London, United Kingdom
| | | | | | | | | |
Collapse
|
8
|
Veličković V, Višnjić A, Jović S, Stojanović M, Radulović O, Đinđić N. GYNECOLOGICAL HEALTHCARE SERVICE UTILIZATION IN RESPECT TO HABITS AND LIFESTYLES OF THE FEMALE UNIVERSITY STUDENTS IN SERBIA. ACTA MEDICA MEDIANAE 2011. [DOI: 10.5633/amm.2011.0403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
|
9
|
Abstract
Obesity is a genetically complex disorder that produces a myriad of health problems. Most of the recognized complications of obesity are not only strongly influenced by lifestyle factors, but also present with independent genetic predispositions that are notoriously difficult to disentangle in humans. Most studies on the causes and consequences of acquired obesity are encumbered by the incomplete ability to control for genetic influences. However, utilizing a unique experiment of nature, namely monozygotic twins (MZ) discordant for obesity as 'clonal controls' of obese and non-obese individuals has enabled the fine characterization of the effects and possible antecedents of acquired obesity while controlling for the genetic background, as well as pointed to novel obesity predisposing candidate genes. This review is a distillation of the findings from more than 10 years of research done in an exceptionally well-characterized collection of MZ and dizygotic (DZ) twins, based on the Finnish Twin Cohorts. Topics covered include the nature of development of obesity from the childhood onwards, the role of exercise in modifying the genetic susceptibility, the resulting inflammatory, prediabetic and preatherosclerotic changes in whole body and adipose tissue physiology, as well as the newest insights provided by the omics revolution.
Collapse
|
10
|
Pietiläinen KH, Róg T, Seppänen-Laakso T, Virtue S, Gopalacharyulu P, Tang J, Rodriguez-Cuenca S, Maciejewski A, Naukkarinen J, Ruskeepää AL, Niemelä PS, Yetukuri L, Tan CY, Velagapudi V, Castillo S, Nygren H, Hyötyläinen T, Rissanen A, Kaprio J, Yki-Järvinen H, Vattulainen I, Vidal-Puig A, Orešič M. Association of lipidome remodeling in the adipocyte membrane with acquired obesity in humans. PLoS Biol 2011; 9:e1000623. [PMID: 21666801 PMCID: PMC3110175 DOI: 10.1371/journal.pbio.1000623] [Citation(s) in RCA: 183] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2010] [Accepted: 04/26/2011] [Indexed: 02/05/2023] Open
Abstract
The authors describe a new approach to studying cellular lipid profiles and
propose a compensatory mechanism that may help maintain the normal membrane
function of adipocytes in the context of obesity. Identification of early mechanisms that may lead from obesity towards
complications such as metabolic syndrome is of great interest. Here we performed
lipidomic analyses of adipose tissue in twin pairs discordant for obesity but
still metabolically compensated. In parallel we studied more evolved states of
obesity by investigating a separated set of individuals considered to be
morbidly obese. Despite lower dietary polyunsaturated fatty acid intake, the
obese twin individuals had increased proportions of palmitoleic and arachidonic
acids in their adipose tissue, including increased levels of ethanolamine
plasmalogens containing arachidonic acid. Information gathered from these
experimental groups was used for molecular dynamics simulations of lipid
bilayers combined with dependency network analysis of combined clinical,
lipidomics, and gene expression data. The simulations suggested that the
observed lipid remodeling maintains the biophysical properties of lipid
membranes, at the price, however, of increasing their vulnerability to
inflammation. Conversely, in morbidly obese subjects, the proportion of
plasmalogens containing arachidonic acid in the adipose tissue was markedly
decreased. We also show by in vitro Elovl6 knockdown that the lipid network
regulating the observed remodeling may be amenable to genetic modulation.
Together, our novel approach suggests a physiological mechanism by which
adaptation of adipocyte membranes to adipose tissue expansion associates with
positive energy balance, potentially leading to higher vulnerability to
inflammation in acquired obesity. Further studies will be needed to determine
the cause of this effect. Obesity is characterized by excess body fat, which is predominantly stored in the
adipose tissue. When adipose tissue expands too much it stops storing lipid
appropriately. The excess lipid accumulates in organs such as muscle, liver, and
pancreas, causing metabolic disease. In this study, we aim to identify factors
that cause adipose tissue to malfunction when it reaches its limit of expansion.
We performed lipidomic analyses of human adipose tissue in twin pairs discordant
for obesity—that is, one of the twins was lean and one was obese—but
still metabolically healthy. We identified multiple changes in membrane
phospholipids. Using computer modeling, we show that “lean” and
“obese” membrane lipid compositions have the same physical
properties despite their different compositions. We hypothesize that this
represents allostasis—changes in lipid membrane composition in obesity
occur to protect the physical properties of the membranes. However, protective
changes cannot occur without a cost, and accordingly we demonstrate that
switching to the “obese” lipid composition is associated with higher
levels of adipose tissue inflammation. In a separate group of metabolically
unhealthy obese individuals we investigated how the processes that regulate the
“lean” and “obese” lipid profiles are changed. To
determine how these lipid membrane changes are regulated we constructed an
in silico network model that identified key control points
and potential molecular players. We validated this network by performing genetic
manipulations in cell models. Therapeutic targeting of this network may open new
opportunities for the prevention or treatment of obesity-related metabolic
complications.
Collapse
Affiliation(s)
- Kirsi H. Pietiläinen
- Department of Medicine, Division of Internal
Medicine, and Department of Psychiatry, Obesity Research Unit, Helsinki
University Central Hospital, Helsinki, Finland
- Department of Public Health, Hjelt Institute,
University of Helsinki, Helsinki, Finland
- Institute for Molecular Medicine Finland,
Helsinki, Finland
| | - Tomasz Róg
- Department of Physics, Tampere University of
Technology, Tampere, Finland
| | | | - Sam Virtue
- Institute of Metabolic Science, Metabolic
Research Laboratories, University of Cambridge, Addenbrooke's Hospital,
Cambridge, United Kingdom
| | | | - Jing Tang
- VTT Technical Research Centre of Finland,
Espoo, Finland
| | - Sergio Rodriguez-Cuenca
- Institute of Metabolic Science, Metabolic
Research Laboratories, University of Cambridge, Addenbrooke's Hospital,
Cambridge, United Kingdom
| | - Arkadiusz Maciejewski
- Department of Physics, Tampere University of
Technology, Tampere, Finland
- Department of Computational Biophysics and
Bioinformatics, Jagiellonian University, Kraków, Poland
| | - Jussi Naukkarinen
- Department of Medical Genetics, University of
Helsinki, Helsinki, Finland
- Department of Mental Health and Substance
Abuse Services, National Institute for Health and Welfare, Helsinki,
Finland
| | | | | | | | - Chong Yew Tan
- Institute of Metabolic Science, Metabolic
Research Laboratories, University of Cambridge, Addenbrooke's Hospital,
Cambridge, United Kingdom
| | | | | | - Heli Nygren
- VTT Technical Research Centre of Finland,
Espoo, Finland
| | | | - Aila Rissanen
- Department of Medicine, Division of Internal
Medicine, and Department of Psychiatry, Obesity Research Unit, Helsinki
University Central Hospital, Helsinki, Finland
| | - Jaakko Kaprio
- Department of Public Health, Hjelt Institute,
University of Helsinki, Helsinki, Finland
- Institute for Molecular Medicine Finland,
Helsinki, Finland
- Department of Mental Health and Substance
Abuse Services, National Institute for Health and Welfare, Helsinki,
Finland
| | - Hannele Yki-Järvinen
- Division of Diabetes, Department of
Medicine, Helsinki University Central Hospital, Helsinki, Finland
| | - Ilpo Vattulainen
- Department of Physics, Tampere University of
Technology, Tampere, Finland
- Department of Applied Physics, School of
Science and Technology, Aalto University, Espoo, Finland
- MEMPHYS—Center for Biomembrane
Physics, University of Southern Denmark, Odense, Denmark
| | - Antonio Vidal-Puig
- Institute of Metabolic Science, Metabolic
Research Laboratories, University of Cambridge, Addenbrooke's Hospital,
Cambridge, United Kingdom
| | - Matej Orešič
- Institute for Molecular Medicine Finland,
Helsinki, Finland
- VTT Technical Research Centre of Finland,
Espoo, Finland
- * E-mail:
| |
Collapse
|