AS554 - The descriptive and etiologic epidemiology of abdominal adipose tissue depots in the WHI and cardio-metabolic risk

Investigator Names and Contact Information

Andrew Odegaard (aodegaar@uci.edu)

Introduction/Intent

A growing understanding of the underlying biology of adipose tissue suggests that the type, amount, and distribution are the characteristics that best inform the relationship between adiposity, healthy aging and disease risk; and likely explain the epidemiological relationships between anthropometric measures and disease outcomes. Yet, these relationships are largely inferred rather than evidence based since to obtain measures of specific adipose tissue depots researchers and clinicians have had to rely on imaging techniques such as computed tomography (CT) and magnetic resonance imaging (MRI). Issues such as cost, radiation, and availability make these methods impractical in the clinic and for large research studies. For example, the inference that higher visceral adipose tissue (VAT) levels are pernicious for health is based upon a smattering of smaller studies relying on one measurement with cross sectional analyses, or short term follow up. Studies with large, well defined populations, relevant follow up time, and a range of disease and aging outcomes have not been conducted- and these are the investigations that will truly move the scientific needle of knowledge related to adiposity and health. Therefore, to address this major gap we propose to apply a new technology to the existing Women’s Health Initiative (WHI) dual-energy absorptiometry scans (DXA) cohort that allows for the quantification of abdominal VAT and subcutaneous adipose tissue (SAT) from existing DXA scans. This new technology is 100% backward compatible with all modern Hologic fan-beam technology. It is also highly valid with gold-standard measures of abdominal adipose tissue depots (r ≥ .93 with CT). This ancillary study will create a new analytic cohort to address essential questions on the topic of adiposity, healthy aging, and disease risk in women. The aims of this ancillary study will be to 1) derive abdominal VAT and SAT from the existing WHI DXA scans compatible with the new technology at year 3 (N TBD), 6 (N~ 8200), and 9 (N~ 4600) based upon the published literature from the WHI. As part of the data derivation aim we will demonstrate the reliability of this new application, and the validity relative to a sub-sample of WHI participants who also underwent a concurrent MRI exam and have a gold-standard measure. The analytic aims of this ancillary study will provide novel descriptive epidemiologic insight into the patterns and predictors of abdominal VAT and SAT as post-menopausal women age. It will also be the largest ever study with a well-defined population to be able to examine essential questions on how levels of VAT and SAT associate with Cardio-Metabolic Health (E.G. incident type 2 diabetes, cardiovascular disease, metabolic healthy obesity, obesity paradox).

SPECIFIC AIMS

Excess adiposity, defined as overweight and obesity, and typically categorized by levels of body mass index (BMI), is associated with a spectrum of health risks, especially in the cardiometabolic arena, and is considered a modern day public health epidemic. The application of the measurement of BMI for overall body size and waist circumference (WC) as a means to quantify body fat distribution has been useful in epidemiologic studies to develop a basic understanding of the relationships between these measures and health risks related to excess adiposity. Yet, the simple measurement and basic utility of these measures does not address the growing knowledge of the complex biology of adipose tissue, which suggests that the type, amount, and distribution of adipose tissue is what explains the heterogeneous relationship between BMI and WC with disease outcomes. The central challenge of this topic is that the aforementioned insights related to type, amount, and distribution of adipose tissue are largely inferred since it has not been feasible to collect the imaging measures of VAT and SAT (i.e. from CT or MRI) from large, well defined cohorts with relevant follow up time and disease outcomes. However, the application of new technology to existing data is an approach that will allow the science on the topic to significantly move forward efficiently and in an economically feasible fashion. Therefore, we propose to apply a new technology from Hologic to the existing Women’s Health Initiative (WHI) DXA cohort that allows for the quantification of abdominal VAT and SAT from existing DXA scans. This new technology is 100% backward compatible with all modern Hologic fan-beam technology (QDR 4500 and above). It is also highly valid with gold-standard measures of abdominal adipose tissue depots (r ≥ .93 with CT). This ancillary study will create a new analytic cohort to address essential questions on the topic of adiposity, healthy aging, and disease risk in women. Dr. Odegaard is teaming with established WHI investigators from the University of Arizona who are expert on working with the DXA cohort from the WHI, and their collective expertise will prime this ancillary study for success. Hence, to develop an analytic resource that is able to address the fundamental questions related to VAT and SAT levels in relation to Cardio-Metabolic Health we are proposing the following aims:

Aim 1) To create a novel and powerful analytic resource able to address the significant unanswered questions related to body composition and Cardio-Metabolic Health we will derive abdominal VAT and SAT from the existing WHI DXA scans compatible with the new technology from Hologic at year 3 (N TBD), 6 (N~ 8200), and 9 (N~ 4600). As part of this data derivation aim we will demonstrate the reliability of this new application, and the validity relative to a sub-sample of WHI participants who also underwent a concurrent MRI exam with one of the DXA visits and thus have a gold-standard measure.

Aim 2) To provide evidence that will inform critical unanswered questions related to adipose deposition patterns in post-menopausal women, aging, and disease risk we will carry out a) novel descriptive epidemiologic analyses on the patterns of abdominal VAT and SAT that utilize the repeated measurements and relate them to clinically available anthropometric measures (BMI, waist) and b) examine hypothesized essential predictors of these patterns and cardiometabolic health in dietary intake, physical activity, and smoking.

Aim 3) To examine how levels of VAT and SAT associate with cardiometabolic outcomes we will examine levels and change in levels of VAT and SAT (where feasible) with the incidence of: a) type 2 diabetes and b) cardiovascular disease endpoints (CHD, Stroke, CHF, and PAD) in the context of base anthropometric measures (BMI and waist).

Applying this new technology to the existing, large and well-defined population of the WHI with adjudicated and valid endpoints would create an unparalleled analytic resource for addressing elemental health questions related to body size and adipose tissue depots and distribution, and topical contributions to “metabolic healthy obesity” and the “obesity paradox” in CVD (CHF). This ancillary study would position the WHI to be the leader in moving the science forward on the topic and address the fundamental question of what and how much these imaging measures add over standard anthropometric measures.

Related Papers

The association between alcohol intake and smoking and visceral and subcutaneous abdominal adipose tissue levels in postmenopausal women

Approved Proposal, Huang, Shue et al., 2020/7 MSID: 4230
Keywords: Alcohol Intake; Smoking; Visceral Adipose Tissue; Subcutaneous Adipose Tissue; Longitudinal Study
Related Studies: 554

The effect of sleep duration and insomnia symptoms on VAT and SAT deposition patterns among post-menopausal women: an emulated target trial

Approved Proposal, Elahy, Valeria et al., 2021/2 MSID: 4417
Keywords: Sleep; Insomnia; Adipose Tissue; Obesity; Vat; Sat
Related Studies: 554

The effect of hormone therapy use on DXA-derived visceral fat and subcutaneous fat in postmenopausal women -- Results from the Women’s Health Initiative Study

Approved Proposal, Chen, Zhao et al., 2020/11 MSID: 4339
Keywords: Visceral Fat; Subcutaneous Fat; Hrt; Postmenopausal
Related Studies: 554

Diet quality scores and longitudinal patterns of abdominal visceral and subcutaneous adipose tissue in postmenopausal women

Approved Proposal, Huang, Shue et al., 2021/12 MSID: 4617
Keywords: Dietary Patterns; Diet Quality; Visceral Adipose Tissue; Subcutaneous Adipose Tissue; Longitudinal Study
Related Studies: 554

FSH and adiposity development among women enrolled in the WHI hormone therapy trials

Approved Proposal, Bea, Jennifer et al., 2022/12 MSID: 4839
Keywords: Visceral Adipose Tissue; Subcutaneous Adipose Tissue; Body Composition; Abdominal Adipose; Endocrine; Fsh; Hormone Changes; Hormone Therapy
Related Studies: 554, 573, 649

Associations between DXA-derived visceral and subcutaneous adipose tissue and obesity-related cancer incidence in postmenopausal women

Approved Proposal, Walker, Erika et al., 2023/1 MSID: 4850
Keywords: Obesity-Related Cancers; Cancer Incidence; Visceral Adipose Tissue; Subcutaneous Adipose Tissue; Body Composition; Abdominal Adipose
Related Studies: 554, 573

Neighborhood socioeconomic characteristics and associations with visceral adiposity

Approved Proposal, Follis, Shawna et al., 2022/6 MSID: 4706
Keywords: Neighborhoods; Ses; Structural; Obesity; Health Disparities
Related Studies: 554

Abdominal adipose tissue depots, body composition and lung cancer risk in postmenopausal women

Approved Proposal, Odegaard, Andrew et al., 2022/8 MSID: 4739
Keywords: Abdominal Adipose Tissue; Body Composition
Related Studies: 554, 573

Psychosocial stress and bone loss among postmenopausal women: Results from the Women's Health Initiative

Shawna Follis et al., 2019/7 PubMed #31289118 MSID: 3578
Background: Bone loss is a major public health concern with large proportions of older women experiencing osteoporotic fractures. Previous research has established a relationship between psychosocial stressors and fractures. However, few studies have investigated bone loss as an intermediary in this relationship. This study investigates whether social stress is associated with bone loss during a 6-year period in postmenopausal women. Methods: Data from 11 020 postmenopausal women from the USA wa...
Keywords: Visceral Fat; Obesity; Psychosocial Stress; Aging; Fractures; Osteoporosis
Related Studies: 554

Estimating the effect of hypothetical dietary protein interventions on changes in body composition of postmenopausal women over 3 years using data from the Women’s Health Initiative (WHI) Study: An emulated target trial

Approved Manuscript, Li, Jiarui et al., 2024/12 MSID: 4748
Keywords: Dietary Protein; Body Composition; Lean Body Mass; Abdominal Adipose Tissue; Target Trial
Related Studies: 554

DXA-Measured Abdominal Adipose Depots and Structural Brain Integrity in Postmenopausal Women

JoAnn Manson et al., 2024/10 PubMed #39129431 MSID: 4256
Background: This study extends prior research from the MRI substudy of the Women's Health Initiative Memory Study (WHIMS-MRI) linking BMI to reduced brain atrophy and ischemic lesion load by examining DXA-based measurements of total body fat, total abdominal adipose tissue (TAT), abdominal visceral (VAT) and subcutaneous (SAT) adipose tissue, gynoid fat, and overall leg fat. Methods: The analytic sample consisted of 61 postmenopausal women (baseline mean age 69.5 [3.6]) enrolled in WHIMS-MRI who...
Keywords: Visceral Adipose Tissue; Abdominal Adiposity; Ad/Adrd; Dxa; Cognitive Decline
Related Studies: 554

Effects of moderate/vigorous activity on 3-year body composition changes in postmenopausal women: a target trial emulation

Jiarui Li et al., 2024/7 PubMed #38992341 MSID: 4513
Background and Objective Postmenopausal women tend to experience significant changes in body composition, particularly abdominal adipose tissue (AAT) deposition patterns, which are hypothesized to be critical factors influencing future cardiometabolic disease risk. Physical activity has a demonstrable effect on body composition and overall health. However, there is little evidence for how different intensities and durations of physical activity over a sustained period of time influence AAT patte...
Keywords: Visceral; Subcutaneous; Adipose; Physical Activity; Body Composition
Related Studies: 554

Follicle stimulating hormone and DXA-derived adiposity associations

Approved Proposal, Ochs-Balcom, Heather et al., 2023/12 MSID: 5037
Keywords: Visceral Adipose Tissue; Subcutaneous Adipose Tissue; Body Composition; Abdominal Adipose; Estradiol; Fsh; Hormone Changes
Related Studies: 554, 573, 639, 649

Abdominal visceral and subcutaneous adipose tissue associations with postmenopausal breast cancer incidence

Jennifer Bea et al., 2025/1 PubMed #39847539 MSID: 4381
Background: Obesity, classified by body mass index (BMI), is associated with higher postmenopausal breast cancer (BCa) risk. Yet, the associations between abdominal visceral (VAT) and subcutaneous adipose tissue (SAT) with BCa are unclear. Methods: We assessed BCa associations with abdominal VAT and SAT in a prospective cohort of postmenopausal women without a history of cancer and with 27 years follow-up (N = 9950), during which all new cancers were adjudicated. Dual-energy x-ray absorptiometry...
Keywords: Body Composition; Visceral Adipose Tissue (Vat); Subcutaneous Adipose Tissue (Sat); Lean Soft Tissue (Lst); Abdominal Fat; Cancer; Cancer Incidence
Related Studies: 370, 554, 573

Abdominal adipose tissue depots, body composition and ASCVD risk in postmenopausal women

Approved Proposal, Odegaard, Andrew et al., 2023/3 MSID: 4905
Keywords: Abdominal; Visceral; Subcutaneous Adipose Tissue; Chd; Stroke; Pad; Body Composition
Related Studies: 554

Longitudinal patterns of abdominal visceral and subcutaneous adipose tissue, total body composition, and anthropometric measures in postmenopausal women: Results from the Women's Health Initiative

Hailey Banack et al., 2023/2 PubMed #36739471 MSID: 3879
Background: Abdominal adiposity, including visceral and subcutaneous abdominal adipose tissue (VAT and SAT), is recognized as a strong risk factor for cardiometabolic disease, cancer, and mortality. Objective: The primary aim of this analysis is to describe longitudinal patterns of change in abdominal adipose tissue in postmenopausal women, overall and stratified by age, race/ethnicity, and years since menopause. Methods: The data are from six years of follow up on 10,184 postmenopausal women (7...
Keywords: Visceral Adiposity; Obesity; Body Composition
Related Studies: 554

Association between urinary phthalate biomarker concentrations and adiposity among postmenopausal women

Katherine Reeves et al., 2023/1 PubMed #36706896 MSID: 4129
Background: Obesity is a leading risk factor for chronic diseases, potentially related to excess abdominal adiposity. Phthalates are environmental chemicals that have been suggested to act as obesogens, driving obesity risk. For the associations between phthalates and adiposity, prior studies have focused primarily on body mass index. We hypothesize that more refined measures of adiposity and fat distribution may provide greater insights into these associations given the role of central adiposit...
Keywords: Phthalates; Adiposity; Prospective; Obesity
Related Studies: 458, 554

The association between reproductive history and abdominal adipose tissue among postmenopausal women: results from the Women's Health Initiative

Hailey Banack et al., 2024/8 PubMed #38890130 MSID: 4877
Study question: What is the association between reproductive health history (e.g. age at menarche, menopause, reproductive lifespan) with abdominal adiposity in postmenopausal women? Summary answer: Higher visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) tissue levels were observed among women with earlier menarche, earlier menopause, and greater parity. What is known already: Postmenopausal women are predisposed to accumulation of VAT and SAT. Reproductive health variables ar...
Keywords: Visceral Adipose Tissue (Vat); Subcutaneous Adipose Tissue (Sat); Body Composition; Dxa; Reproductive History; Menarche; Menopause
Related Studies: 554

Body composition and heart failure incidence in postmenopausal women

Approved Manuscript, LaMonte, Michael et al., 2025/2 MSID: 5226
Keywords: Body Fat; Lean Mass; Fat Mass; Heart Failure; Heart Failure With Preserved Ejection Fraction; Visceral Adipose Tissue
Related Studies: 554

MRI based validation of abdominal adipose tissue measurements from DXA in postmenopausal women

Jennifer Bea et al., 2022/4 PubMed #34404568 MSID: 3586
Introduction: Visceral adipose tissue (VAT) is a hypothesized driver of chronic disease. Dual-energy X-ray absorptiometry (DXA) potentially offers a lower cost and more available alternative compared to gold-standard magnetic resonance imaging (MRI) for quantification of abdominal fat sub-compartments, VAT and subcutaneous adipose tissue (SAT). We sought to validate VAT and SAT area (cm2) from historical DXA scans against MRI. Methodology: Participants (n = 69) from the Women's Health Initiative...
Keywords: Visceral Fat; Subcutaneous Fat; Abdominal Fat; Validation; Mri
Related Studies: 554

Social stress, abdominal adiposity, breast cancer incidence and mortality in postmenopausal women

Approved Proposal, Valencia, Celina L. et al., 2022/6 MSID: 4397
Keywords: Breast Cancer; Social Stress; Cancer Incidence; Adiposity; Obesity
Related Studies: 191, 554, 573

Abdominal visceral and subcutaneous adipose tissue depot patterns and risk for incident type 2 diabetes: The Women’s Health Initiative (WHI)

Approved Proposal, Odegaard, Andrew et al., 2023/4 MSID: 4023
Keywords: Visceral Adiposity; Obesity; Body Composition; Type 2 Diabetes
Related Studies: 554

The longitudinal association between social stress and visceral adiposity

Approved Manuscript, Follis, Shawna et al., 2023/2 MSID: 3982
Keywords: Psychosocial Stress; Adiposity; Obesity; Fractures
Related Studies: 554

The effect of a low-fat dietary pattern intervention on visceral and subcutaneous abdominal adipose tissue levels in postmenopausal women

Approved Proposal, Odegaard, Andrew et al., 2020/2 MSID: 4083
Keywords: Low Fat Dietary Pattern Modification; Visceral Adiposity; Body Composition
Related Studies: 554