W6 - HT CVD Biomarkers: study of CHD, Stroke and VTE - Phase I

Investigator Names and Contact Information

Introduction/Intent

W6 was conducted in several stages: Phase I: cases within 2 years of randomization; and Phase II: > 2 years after randomization.

See also

Initial recommendations came from the WHI Blood Biomarker Working Group for determining the potential impact of HT on blood biomarkers. Given that the working group is blinded to the WHI trial data, we did not have any explicit details about the specific scientific rationale for this effort. Thus, this document provides a more general overview of potential biomarkers for consideration in the context of the group’s experiences independent of WHI data. For the purpose of this activity the following assumptions were used:

  1. Suggested biomarkers for a case-control study in HRT trial participants focused on identifying mediators of CVD events (MI, stroke, PE/DVT).
  2. Criteria used to select markers included the following:
  • The availability of established data linking the biomarker to CVD events;
  • Evidence that suggest that estrogen may exert an effect on the biomarkers; and
  • Prevalence/power for the biomarkers.
  1. Potential biomarkers were evaluated in the following areas:
  • Inflammation
  • Thrombosis
  • Lipids
  • Other Blood Analytes
  • Gene Polymorphisms

The group conducted a comprehensive discussion identifying the myriad of potential and informative biomarkers. For the purposes of this discussion it was noted that as of January 1999 there were 175 documented CHD cases, 120 documented stroke cases and 140 documented DVT/PE cases in participants in the HRT trial.

We discussed the potential for looking at change between baseline and the follow-up visits in the subset with blood drawn at follow-up visits. It was noted that given the longer follow-up time and larger number of participants with available blood at the baseline examination, the highest statistical power for these analyses are present when assessing the relationship between baseline markers and events. However, additional information on higher risk subgroups may be obtained by evaluating the impact of change in biomarkers on events. Therefore the final case-control study should consider a more global strategy when evaluating the utility of using baseline and follow-up blood markers.

Given the shared etiology of these outcomes and the need to have a reasonable number of events, the committee recommends that the case-control analyses should be done separately for two categories: CHD & Stroke cases; and DVT & PE cases. It is important to note that to enhance the cost-effectiveness of the study these groups may likely be able to share a common control group.

Initial and secondary tiers of analytes to explore the CVD outcomes from the E+P are complete or in progress. However, there have been scientific advances in the field of explanatory analytes that might be valuable addition or substitutions to the analytes already approved that would help WHI contribute to a greater understanding of this early CVD risk. Specific analytes are listed below.

1. NMR lipoprofiles (www.liposcience.com) for CHD/stroke baseline & year 1 quantifies 10 lipoprotein subfractions, as well as LDL particle size and LDL particle concentration, which predict coronary risk and are modulated by hormone therapy (JAMA 2003;290:2030).

2. Progesterone receptor polymorphisms – Very few previously reported. David Herrington has identified 75 SNPs, but does not know which (if any) are clinically relevant. He will have identified 10 or so most promising in next few months, and can run on same DNA samples (CHD/stroke) he is getting for estrogen receptor SNPs analysis.

3. Matrix metalloproteinases (MMPs) induce thinning of the fibrous cap in atherosclerotic plaques, thereby promoting plaque rupture (Am J Cardiol 2003;92:1461) – The current CVD study (W6)has done MMP-9; E+P-induced changes predicted CHD (p<0.01), although no interaction with drug was identified. Extensive literature on activation of MMPs by estrogen in breast cancer (J Steroid Biochem Mol Biol 2003;87:65); Medline found 0 references for MMP + estrogen + CHD. Dr. Francis Spinale (Medical Univ of South Carolina), an MMP expert, recommends running MMP-7, 8, 9 and TMP-1 (tissue inhibitor of MMP) on CHD/stroke cases/controls at baseline and year 1.

4. Panel of cytokines. IL-6 was associated with stroke risk in our study (OR ~10, p for interaction with E+P = 0.02). In unpublished paper from EPIC-Norfolk study, adjusted OR 1.98 (1.09, 3.61) for CHD by IL-8 quartile. Drs. Pieter Reitsma/Frits Rosendaal suggest assaying 10 interleukins.

5. APC – ETP (endogenous thrombin potential), currently performed in Dr. Rosendaal’s lab. The new APC-ETP has been shown in recent studies to be associated with hormone-induced changes that would make it very interesting to examine in the E+P and E-alone CT for all CVD outcomes. Dr. Rosendaal provided unpublished paper showing OR 4.7 (95% CI 1.4, 15.6) for venous thrombosis cases in postmenopausal women.

6. Free and total TFPI (tissue factor pathway inhibitor) antigen + TFPI activity in CHD/stroke/VTE cases/controls. TFPI falls 20% with hormones (J Thromb Haemost 2003;1:1208); OR 1.6 for VTE (Blood 2003;101:4387). Some suggestion of role in CHD (Circ 2003;108:2864).

AssaysStudy1. CHD2. Stroke13. VTE4. Controlsb5. Stroke6. Controlsa
""B, Y1B, Y1B, Y1B, Y1B, Y1B, Y1
MRLInsulin, Glucose*E+P220, 150145, 100150, 85515, 335123, 123123, 123
MRLInsulin, Glucose*E- Alone170, 115125, 8070, 50365, 245193, 193193, 193
MRLCRP, IL-6, E-selectinE+P0, 00, 0123, 123123, 123
MRLCRP, IL-6, E-selectinE- Alone0, 00, 0193, 193193, 193
LeidenAPC-ETPE+P220, 150145, 100150, 85515, 335123, 123123, 123
LeidenAPC-ETPE- Alone125, 8070, 50195, 130193, 193193, 193
LeidenFree and Total TFPI; TFPI activityE+P220, 150145, 100150, 85515, 335123, 123123, 123
LeidenFree and Total TFPI; TFPI activityE- Alone125, 8070, 50195, 130193, 193193, 193
HerringtonProgesterone receptor polymorphismsE+P220145150515123123
HerringtonProgesterone receptor polymorphismsE- Alone17012570365193193
W6-Previously identified cases and controls
LiposcienceLipoprotein subfractions (10), LDL particle size, and LDL particle concE + P220, 150220, 150--
LiposcienceLipoprotein subfractions (10), LDL particle size, and LDL particle concE- Alone170, 115170, 115--
  • 1-4: W14 - New tests on W6 cases
  • 5-6: W11 - New Strokes

a - tests done only on corresponding controls, not all controls

Results/Findings

See Publications: 204, 210, 222, 273, 345, 347, 350, 429, 445, 462, 526, 854, 866, 972, 1114. WHI publications by study lists published WHI papers that have been generated by ancillary studies. A complete list of WHI papers is available in the Papers of this website.

Data Dictionaries and Study Documentation

This section displays all study-related data dictionaries and study-related files. The investigators for this study will upload the datasets, data dictionaries, and other study-related files. Study-related files will be made available to the public one year after the completion of the ancillary study, with the exception of the datasets, which will only be available to those with a Data Distribution Agreement. Those will be available to those with permission to download and will appear as a download link next to the data dictionary

Data Dictionaries

Name
Description
No results found

Study Documents

Name
Description
NameW6 Phase I selection 11-21-00.docDescription
NameW6 Phase II selection 06-19-01.docDescription

Related Papers

Allostatic load and risk of acute infection and post-acute sequelae of SARS-CoV-2 in the Women’s Health Initiative

Approved Proposal, Cirovic, Christine et al., 2025/1 MSID: 5217
Keywords: Long Covid; Pasc; Allostatic Load; Social Determinants Of Health (Sdoh)
Related Studies: W6, W66

The cross-sectional association between vasomotor symptoms and hemostatic parameter levels in postmenopausal women

Laura B. Harrington et al., 2017/4 PubMed #27922933 MSID: 2048
OBJECTIVE: Vasomotor symptoms (VMS) may be a marker of cardiovascular risk. We aimed to evaluate the cross-sectional association of VMS presence and severity with hemostatic parameter levels measured at baseline among Women's Health Initiative (WHI) Hormone Therapy trial postmenopausal participants. METHODS: This cross-sectional analysis included 2,148 postmenopausal women with measures of VMS presence and severity reported in the 4 weeks before WHI baseline, who were not using warfarin or hormo...
Keywords: Vasomotor Symptoms; Hot Flashes; Night Sweats; Thrombosis; Blood Coagulation
Related Studies: W6

Serum 25-hydroxyvitamin D concentrations in relation to cardiometabolic risk factors and metabolic syndrome in postmenopausal women

Sara Chacko et al., 2011/5 PubMed #21613558 MSID: 866
Low concentrations of serum 25-hydroxyvitamin D [25(OH)D] may be associated with cardiometabolic disorders; however, little is known about their relation to intermediate metabolic and lipid markers.We investigated the relation of serum 25(OH)D concentrations to fasting insulin, glucose, dyslipidemia, adiposity, and prevalent metabolic syndrome.We conducted this cross-sectional analysis in 292 postmenopausal women aged 50-79 y in the Women's Health Initiative Calcium-Vitamin D (WHI-CaD) trial. Da...
Keywords: Serum Vitamin D; 25-Hydroxyvitamin D; Insulin; Glucose; Lipids; High Density Lipoprotein (Hdl-C); Triglycerides; Inflammatory Cytokines; High Sensitivity C-Reactive Protein; Interleukin-6
Related Studies: W1, W6, W14

10-Year risk of atherosclerotic cardiovascular disease, hormone Therapy and cardiovascular disease outcomes in the Women’s Health Initiative hormone therapy trial

Approved Proposal, Nudy, Matthew et al., 2024/4 MSID: 5101
Keywords: Hormone Therapy; Cardiovascular Disease Risk; Pooled Cohort Equation; Coronary Heart Disease; Stroke
Related Studies: 422, W1, W6, W54, W58

Evaluation of the association between circulating IL-1β and related cytokines and incident atrial fibrillation in a cohort of postmenopausal women

Marco Perez et al., 2023/1 PubMed #36646198 MSID: 2432
Background: Inflammatory cytokines play a role in atrial fibrillation (AF). Interleukin (IL)-1β, which is targeted in the treatment of ischemic heart disease, has not been well-studied in relation to AF. Methods: Postmenopausal women from the Women's Health Initiative were included. Cox proportional hazards regression models were used to evaluate the association between log-transformed baseline cytokine levels and future AF incidence. Models were adjusted for body mass index, age, race, educatio...
Keywords: Atrial Fibrillation; Myocytokines; Il-6; Crp; Biomarkers; Inflammation

Estrogen plus progestin and the risk of coronary heart disease

JoAnn Manson et al., 2003/8 PubMed #12904517 MSID: 210
Recent randomized clinical trials have suggested that estrogen plus progestin does not confer cardiac protection and may increase the risk of coronary heart disease (CHD). In this report, we provide the final results with regard to estrogen plus progestin and CHD from the Women's Health Initiative (WHI).The WHI included a randomized primary-prevention trial of estrogen plus progestin in 16,608 postmenopausal women who were 50 to 79 years of age at base line. Participants were randomly assigned t...
Keywords: Estrogen; Progestin; Coronary Heard Disease
Related Studies: W1, W6

Estrogen plus progestin and risk of venous thrombosis

Mary Cushman et al., 2004/10 PubMed #15467059 MSID: 222
Postmenopausal hormone therapy increases the risk of venous thrombosis. It is not known whether other factors influencing thrombosis add to this risk.To report final data on incidence of venous thrombosis in the Women's Health Initiative Estrogen Plus Progestin clinical trial and the association of hormone therapy with venous thrombosis in the setting of other thrombosis risk factors.Double-blind randomized controlled trial of 16,608 postmenopausal women between the ages of 50 and 79 years, who ...
Keywords: E+P; Vte
Related Studies: W1, W6

Effect of estrogen plus progestin on stroke in postmenopausal women: the Women’s Health Initiative: A randomized trial

Sylvia Smoller et al., 2003/5 PubMed #12771114 MSID: 204
The Women's Health Initiative (WHI) trial of estrogen plus progestin was stopped early because of adverse effects, including an increased risk of stroke in the estrogen plus progestin group.To assess the effect of estrogen plus progestin on ischemic and hemorrhagic stroke and in subgroups, and to determine whether the effect of estrogen plus progestin was modified by baseline levels of blood biomarkers.Multicenter double-blind, placebo-controlled, randomized clinical trial involving 16 608 women...
Keywords: Stroke; Estrogen; Progestin; Hrt; Clinical Trial
Related Studies: W1, W6

Venous thrombosis and conjugated equine estrogen in women without a uterus

J. David Curb et al., 2006/4 PubMed #16606815 MSID: 350
Postmenopausal hormone therapy has been associated with a 2- to 3-fold increased risk of venous thromboembolism (VT) (including deep vein thrombosis and pulmonary embolism) in observational studies and secondary prevention clinical trials. Clinical trial data on the effects of estrogen alone on VT are limited.The Women's Health Initiative estrogen trial enrolled 10 739 women aged 50 to 79 years without a uterus. Participants were randomly assigned to receive conjugated equine estrogen (0.625 mg/...
Keywords: Hormone Replacement Therapy; Estrogen; Venous Thromboembolism; Deep Vein Thrombosis; Pulmonary Embolism; Coagulation; Fibrinolysis
Related Studies: W1, W6

Inflammatory, lipid, thrombotic, and genetic markers of coronary heart disease risk in the Women’s Health Initiative trials of hormone therapy

Jacques Rossouw et al., 2008/11 PubMed #19001202 MSID: 526
Clinical trials of postmenopausal hormone therapy (HT) have shown increased risk of coronary heart disease (CHD) in the first few years after initiation of therapy and no overall benefit.This nested case-control study evaluates a range of inflammatory, lipid, thrombotic, and genetic markers for their association with CHD in the 4 years after randomization and assesses whether any of these markers modified or mediated the initially increased risk associated with HT in postmenopausal women aged 50...
Keywords: Coronary Heart Disease; Hormone Therapy; Inflammation; Thrombosis
Related Studies: W6

Biomarkers, menopausal hormone therapy and risk of venous thrombosis: The Women's Health Initiative

Mary Cushman et al., 2018/4 PubMed #30046733 MSID: 380
Background: Oral menopausal hormone therapy causes venous thrombosis but whether biomarkers of thrombosis risk can identify women at risk is unknown. Methods: We completed a nested case control study in the two Women's Health Initiative hormone trials; 27 347 women aged 50-79 were randomized to hormone therapy (conjugated equine estrogen with or without medroxyprogesterone acetate) or placebo. With 4 years follow-up, biomarkers were measured using stored baseline samples prior to starting treatm...
Keywords: D-Dimer; Blood Coagulation; Menopausal Hormone Therapy; Risk Assessment; Risk Factor; Venous Thromboembolism; Venous Thrombosis
Related Studies: W6

Estrogen receptor polymorphisms and the vascular effects of hormone therapy

Jacques Rossouw et al., 2010/12 PubMed #21106950 MSID: 462
To test whether estrogen receptor polymorphisms modify the effects of postmenopausal hormone therapy on biomarkers and on risk of coronary heart disease events, stroke, or venous thromboembolism.The design was a nested case-control study in the Women's Health Initiative trials of postmenopausal hormone therapy. The study included all cases in the first 4 years: 359 cases of coronary heart disease, 248 of stroke, and 217 of venous thromboembolism. Six estrogen receptor-a polymorphisms and 1 estro...
Keywords: Coronary Heart Disease; Stroke; Venous Thromboembolism; Estrogen; Estrogen Receptor; Genetics; Single Nucleotide Polymorphisms
Related Studies: W6, W11

Can biomarkers identify women at increased stroke risk? The Women's Health Initiative Hormone Trials

Charles Kooperberg et al., 2007/6 PubMed #17571161 MSID: 429
The Women's Health Initiative hormone trials identified a 44% increase in ischemic stroke risk with combination estrogen plus progestin and a 39% increase with estrogen alone. We undertook a case-control biomarker study to elucidate underlying mechanisms, and to potentially identify women who would be at lower or higher risk for stroke with postmenopausal hormone therapy (HT).The hormone trials were randomized, double-blind, and placebo controlled.The Women's Health Initiative trials were conduc...
Keywords: Stroke; Hormone Therapy; Inflammation; Thrombosis; Lipids
Related Studies: W6

Conjugated equine estrogens and coronary heart disease: The Women's Health Initiative

Judith Hsia et al., 2006/2 PubMed #16476878 MSID: 345
In recent randomized trials, conjugated equine estrogens (CEE) with continuous medroxyprogesterone acetate provided no protection against coronary heart disease in postmenopausal women and may have increased cardiac risk. These trials did not address the role of unopposed estrogen for coronary protection.A total of 10 739 women aged 50 to 79 years at baseline (mean age, 63.6 years) who had previously undergone hysterectomy were randomized to receive CEE, 0.625 mg/d, or placebo at 40 US clinical ...
Keywords: Cee; Coronary Events; Myocardial Infarction; Coronary Death; Postmenopausal Women; Risk Factors; Hrt
Related Studies: W1, W6

Effects of conjugated equine estrogen in postmenopausal women with hysterectomy. The Women’s Health Initiative randomized controlled trial

Garnet Anderson et al., 2004/4 PubMed #15082697 MSID: 273
Despite decades of use and considerable research, the role of estrogen alone in preventing chronic diseases in postmenopausal women remains uncertain.To assess the effects on major disease incidence rates of the most commonly used postmenopausal hormone therapy in the United States.A randomized, double-blind, placebo-controlled disease prevention trial (the estrogen-alone component of the Women's Health Initiative [WHI]) conducted in 40 US clinical centers beginning in 1993. Enrolled were 10 739...
Keywords: Estrogen; Hormone Replacement Therapy; Postmenopausal; Primary Prevention; Cardiovascular Disease; Cancer; Fractures
Related Studies: W1, W6

Ambient particulate matter air pollution and venous thromboembolism in the Women’s Health Initiative Hormone Therapy Trials

Regina Shih et al., 2010/10 PubMed #21036692 MSID: 854
The putative effects of postmenopausal hormone therapy on the association between particulate matter (PM) air pollution and venous thromboembolism (VTE) have not been assessed in a randomized trial of hormone therapy, despite its widespread use among postmenopausal women.In this study, we examined whether hormone therapy modifies the association of PM with VTE risk.Postmenopausal women 50-79 years of age (n = 26,450) who did not have a history of VTE and who were not taking anticoagulants were e...
Keywords: Deep Vein Thrombosis; Pulmonary Embolism; Air Pollution; Socioeconomic Status
Related Studies: 140, 220, W6

Usefulness of baseline lipids and C-reactive protein in women receiving menopausal hormone therapy as predictors of treatment-related coronary events

Paul Bray et al., 2008/6 PubMed #18489937 MSID: 445
Blood lipids and high-sensitivity C-reactive protein (hs-CRP) are altered by hormone therapy. The goal of the present study was to determine whether lipids and hs-CRP have predictive value for hormone therapy benefit or risk for coronary heart disease events in postmenopausal women without previous cardiovascular disease. A nested case-control study was performed in the Women's Health Initiative hormone trials. Baseline lipids and hs-CRP were obtained from 271 incident patients with coronary hea...
Keywords: Hormone Therapy; Cardiovascular Disease; Biomarkers; Triglyceride; Genes
Related Studies: W6

The cross-sectional association of self-reported physical activity with hemostatic parameter levels in postmenopausal women

Approved Proposal, Harrington, Laura B. et al., 2017/1 MSID: 3271
Keywords: Physical Activity; Hemostatic Parameters; Venous Thromboembolism; Deep Vein Thrombosis; Pulmonary Embolism
Related Studies: W6, W11, W14

Effects of conjugated equine estrogen on stroke in the Women's Health Initiative

Susan Hendrix et al., 2006/5 PubMed #16702472 MSID: 347
The Women's Health Initiative (WHI) Estrogen Alone trial assessed the balance of benefits and risks of hormone use in healthy postmenopausal women. The trial was stopped prematurely because there was no benefit for coronary heart disease and an increased risk of stroke. This report provides a thorough analysis of the stroke finding using the final results from the completed trial database.The WHI Estrogen Alone hormone trial is a multicenter, double-blind, placebo-controlled, randomized clinical...
Keywords: Hrt; Stroke; E Alone; Estrogen Plus Progestin
Related Studies: W1, W6

Coronary heart disease events in the Women's Health Initiative hormone trials: effect modification by metabolic syndrome: A nested case-control study within the Women's Health Initiative randomized clinical trials

Robert Wild et al., 2012/10 PubMed #23435021 MSID: 972
OBJECTIVE: Our objective was to determine whether metabolic syndrome (MetS) or its components modified the effect of hormone therapy (HT) on the risk of coronary heart disease (CHD) events in the Women's Health Initiative clinical trials. METHODS: We performed a nested case-control study of incident CHD events during the first 4 years of follow-up in the Women's Health Initiative HT trials (estrogen plus progestin therapy [EPT] and estrogen therapy [ET]). There were 359 incident cases of CHD dur...
Keywords: None Provided
Related Studies: W6, W14

Dietary changes made in the WHI Dietary Modification trial intervention group and chronic disease risk

Approved Proposal, Prentice, Ross et al., 2022/12 MSID: 4837
Keywords: Cancer; Cardiovascular Disease; Dietary Modification Trial; Interaction; Dietary Change; Measurement Error; Type 2 Diabetes
Related Studies: 218, W6

The influence of vasomotor symptoms, age, and cardiometabolic status on effects of menopausal hormone therapy on cardiovascular disease: the Women’s Health Initiative Randomized Clinical Trials

Approved Manuscript, Rossouw, Jacques et al., 2024/9 MSID: 4962
Keywords: Coronary Heart Disease; Vasomotor Symptoms; Hormone Therapy; Lipids; Metabolic Syndrome; Stroke; All-Cause Mortality
Related Studies: 422, W1, W6, W11, W54, W58