AS370 - WHI cancer survivor cohort (LILAC)

Investigator Names and Contact Information

Garnet Anderson (garnet@whi.org)

Electra Paskett (OSU), Bette Caan (Kaiser)

Introduction/Intent

Among women between the ages of 35 and 74, cancer takes a larger fraction of lives than any other condition [1] and is associated with tremendous morbidity and cost. With the growing population, particularly in older age‐groups, cancer‐related medical expenditures are projected to reach at least $158 billion in 2020 – an increase of 27 percent from 2010 after controlling for inflation and may reach $207 if trends in costs for newly developed diagnostic, treatment and monitoring technologies persist [2]. With increasing survival has come a keen awareness of the longer‐term impacts of the disabilities associated with cancer and its treatment. The need to identify ways to reduce the burden of cancer, through prevention, early detection, and improved, targetted therapies remains an urgent element of the nation’s health research agenda.

Increasingly cancer treatment and etiological studies are based on the molecular characterization of the tumor. Breast cancer provides a pertinent example. Understanding the role of the estrogen receptor led to an array of treatments (selective estrogen receptor modulators and aromatase inhibitors) that interfere with the estrogen pathway and improve prognosis for women with ER+ disease. Similarly the discovery of HER2/nue and its role in the EGF pathway led to the development of trastuzumab, an effective therapy for the fraction of women with HER2 positive disease. Outside of breast cancer, the discovery of the Philadelphia chromosome mutation and the hyperactive bcr‐abl protein soon led to the development of imatanib, a tyrosine kinase inhibitor shown to be effect first in CML and subsequently in GIST. By defining molecular subgroups of disease, treatment is gradually becoming more personalized— new therapies are being identified that have an established role in the biologic pathway of disease and patients without the designated tumor phenotype are spared the cost and side effects of treatments unlikely to provide benefit.

Molecularly defined subgroups may also be important in improving our understanding of disease etiology and risk. Heterogeneity in breast cancers is now more universally acknowledged. Classification into luminal A, luminal B, triple negative/basal‐like, or HER2 positive subtypes, based on the ER, PR, HER2, Ki67, cytokeratin 5/6 and/or HER1 expression is quickly becoming the gold standard. Future studies of breast cancer risk factors need to take into account these subtypes. For example, traditional breast cancer risk factors associated with reproductive history (e.g., age at menarche, first birth, breast feeding) and weight , have much stronger association with risk of both luminal A and luminal B (hormone receptor positive) tumors suggesting that triple‐negative or basal phenotype tumors may have a distinct etiology[3]. The molecular characterization of most other cancer sites is even earlier in the development process. The example from breast cancer suggests that while initial discovery work may require fresh tumor specimens, technology eventually develops rapidly to allow adequate tumor phenotyping on fixed tissue[4], making the development of a repository of such tissue integrated with a database of epidemiological and clinical data an extremely valuable resource. Further, pairing such specimens with blood specimens collected months or years prior to diagnosis would create a straightforward pipeline of translational research from molecular characterization of tumors to work in clinically relevant specimens for risk and early detection.

The Women’s Health Initiative (WHI) has made some important contributions to cancer research and is well‐poised to do more. The practice‐changing results of the WHI estrogen plus progestin trial [5‐7] led to a rapid reduction in hormone therapy use [8] that was followed by a reduction in breast cancer incidence observed both nationally [6,9] and internationally[9‐14]. Although less recognized, results from the other WHI randomized trials have revealed important information on cancer. Use of estrogen alone was shown to reduce the risk of breast cancer [15‐17], especially when initiated later in life [18]. In the low‐fat diet trial of 48,000 women, WHI observed a 9% (non‐significant) reduction in breast cancer incidence was observed over a mean follow‐up of 8 years, with a suggestion of larger benefit for PR‐ tumors [19], and a 17% reduction in ovarian cancer risk [20] but no effect on colorectal cancer rates [21]. Similarly, the randomized trial of calcium and vitamin D supplements found no effect of these supplements on risk of colorectal cancer [22], breast cancer [23] or total cancer incidence [22]. In addition to these trials, the extensive information on lifestyle and environmental exposures as well as pre‐diagnositic blood collection within the larger WHI cohort has supported many epidemiologic studies of risk factors for a variety of cancers, more mechanistic studies of genomic and proteomic factors, and early detection.

No information has been systematically collected by WHI on cancer treatment or its outcome, limiting the ability of WHI to address issues of prognosis and long‐term effects in this otherwise wellcharacterized cohort. In addition, changing concepts in tumor phenotyping are making somewhat obsolete the current WHI standard of coding cancers simply by SEER categories of histology, stage, grade and tumor size. For both etiological and therapeutic purposes, cancers are being characterized by molecular subtypes assessed through gene or protein expression. Thus while WHI has many strengths in its existing infrastructure for supporting cancer studies in both the numbers of cancer cases captured and the annotation with high quality epidemiologic factors and pre‐diagnostic specimens, the inability to classify these tumors by modern methods will increasingly limit the information that can be derived from these studies.

Specific Aims

In this cancer cohort infrastructure proposal, we seek to develop the WHI program into a more comprehensive resource for cancer research for molecular epidemiological and cancer survivorship studies by addressing the two key limitations in the existing program. Specifically, we propose:

  • 2.1 To collect information on cancer treatment and outcomes, including recurrence, progression and long‐terms effects of treatment in women diagnosed with cancer (other than non‐melanoma skin cancer) during their WHI participation (past or future), using CMS (Medicare) linkage where applicable, and direct medical record abstraction otherwise.

  • 2.2 To expand the WHI biorepository of fasting serum, plasma, and DNA collected prior to diagnosis with paraffin embedded tumor tissue for selected cancers sites, and through this process to develop the logistical and administrative mechanisms to support additional, targeted tissue collection as needed and funding permits.

  • 2.3 To conduct methodologic research aimed at improving the efficiency and validity of data collection and analysis, including

    • 2.3.1 Exploring the opportunities, mechanisms and costs of collecting cancer treatment and outcome data through linkage to other administrative databases such as SEER and the HMO research network (HMORN).

    • 2.3.2 Developing and refining algorithms and standards for extracting cancer treatment and outcomes data from administrative databases

    • 2.3.3 Assessing the comparability/validity of cancer treatment and outcome data collected by linkages to administrative databases compared to those obtained from direct medical record review for a subset of primary sites.

This enhancement to WHI will facilitate research on the etiology and risk factors for cancer incidence, cancer recurrences and survival, with a particular emphasis on the contribution of co‐morbidities, lifestyle factors, molecular and genetic factors, and treatment‐related factors (ie type of treatment and adherence) that decrease the risk of second and recurrent cancers. In addition, we will be able to examine the effects of cancer diagnoses and treatment on overall health and quality of life within the larger WHI cohort. By creating a repository that will allow up‐to‐date phenotyping methods to occur on a large number of tumors from many cancer sites, the WHI will be in a better position to contribute to the advancement of our understanding of the molecular basis of the disease and its treatment for the foreseeable future.

Related Papers

Effect of depression before breast cancer diagnosis on mortality among postmenopausal women

Xiaoyun Liang et al., 2017/4 PubMed #28387934 MSID: 2616
BACKGROUND: Few previous studies investigating depression before the diagnosis of breast cancer and breast cancer-specific mortality have examined depression measured at more than 1 time point. This study investigated the effect of depression (combining depressive symptoms alone with antidepressant use) measured at 2 time points before the diagnosis of breast cancer on all-cause mortality and breast cancer-specific mortality among older postmenopausal women. METHODS: A large prospective cohort, ...
Keywords: Cox Proportional Hazards Regression Model; Breast Cancer; Depression; Mortality; Postmenopausal Women
Related Studies: 370

Social networks, social support, and colorectal cancer screening, stage at diagnosis, and treatment

Approved Proposal, Kroenke, Candyce et al., 2014/2 MSID: 2353
Related Studies: 370

Coronary heart disease following breast cancer treatment in the WHI LILAC Study

Approved Proposal, Foraker, Randi et al., 2015/2 MSID: 2364
Keywords: Coronary Heart Disease; Breast Cancer; Chemotherapy; Treatment
Related Studies: 370

Obesity prior to diagnosis and survival among African-American and non-Hispanic white women with invasive breast cancer in WHI

Approved Proposal, Barrington, Wendy et al., 2014/7 MSID: 2498
Keywords: Obesity; Racial/Ethnic; Breast Cancer; Survival
Related Studies: 370

Enhancing breast cancer recurrence algorithms through selective use of medical record data

Candyce Kroenke et al., 2015/11 PubMed #26582243 MSID: 2720
The utility of data-based algorithms in research has been questioned because of errors in identification of cancer recurrences. We adapted previously published breast cancer recurrence algorithms, selectively using medical record (MR) data to improve classification.We evaluated second breast cancer event (SBCE) and recurrence-specific algorithms previously published by Chubak and colleagues in 1535 women from the Life After Cancer Epidemiology (LACE) and 225 women from the Women's Health Initiat...
Related Studies: 370

Characterization of genetic testing for breast cancer recurrence in the LILAC study population

Approved Proposal, Ramsey, Scott et al., 2015/7 MSID: 2796
Keywords: Personalized Care; Genomic Testing; Breast Cancer; Outcomes; Gene Expression Profile; Gep; Clinical Care
Related Studies: 370

Cardiovascular outcomes based on statin use before and after breast and colorectal cancer diagnosis: Results from the Women’s Health Initiative

Approved Proposal, Okwuosa, Tochi et al., 2015/7 MSID: 2780
Keywords: Cardiovascular; Outcomes; Statin Use; Breast Cancer; Colorectal Cancer; Diagnosis
Related Studies: 370

Bayesian semiparametric joint modeling of longitudinal explanatory variables of mixed types and a binary outcome

Woobeen Lim et al., 2022/1 PubMed #34658053 MSID: 3945
Many prospective biomedical studies collect longitudinal clinical and lifestyle data that are both continuous and discrete. In some studies, there is interest in the association between a binary outcome and the values of these longitudinal measurements at a specific time point. A common problem in these studies is inconsistency in timing of measurements and missing follow-ups which can lead to few measurements at the time of interest. Some methods have been developed to address this problem, but...
Keywords: Cancer Survivorship; Dirichlet Process; Insomnia; Joint Models; Longitudinal Measurements; Random Effects Model; Spline Regression
Related Studies: 370

Cancer prevention and access to care impacts on emotional health during the COVID-19 pandemic among older cancer survivors

Approved Proposal, Johnson, Lisa et al., 2020/12 MSID: 4363
Keywords: Covid-19; Cancer; Health Behaviors; Medication Use; Emotional Health
Related Studies: 370

Comparison of mortality among participants of Women's Health Initiative Trials with screening-detected breast cancers vs interval breast cancers

Veronica Irvin et al., 2020/6 PubMed #32602908 MSID: 3667
Importance: Interval breast cancers (IBCs) are cancers that emerge after a mammogram with negative results but before the patient's next scheduled screening. Interval breast cancer has a worse prognosis than cancers detected by screening; however, it is unknown whether the length of the interscreening period is associated with prognostic features and mortality. Objective: To compare the prognostic features and mortality rate of women with IBCs diagnosed within 1 year or between 1 and 2.5 years o...
Keywords: Interval Breast Cancer; Interval Cancer; Mammography; Asymptomatic; Survival; Quality Of Life
Related Studies: 370

Perceived cognitive impairment among cancer survivors in the Women’s Health Initiative LILAC study

Approved Proposal, Hannan, Lindsay M. et al., 2018/5 MSID: 3615
Keywords: Perceived Cognitive Dysfunction; Chemotherapy; Cancer Survivorship
Related Studies: 370

Cardiovascular disease in postmenopausal survivors of non-Hodgkin’s lymphoma in the Women’s Health Initiative

Approved Proposal, Lin, Emily et al., 2016/3 MSID: 2930
Keywords: Cardiovascular Risk; Non-Hodgkin Lymphoma; Postmenopausal Women; Cancer Survivorship; Coronary Heart Disease
Related Studies: 370, W35

Association between breast cancer and cardiac autonomic function as measured by heart rate variability in the Women’s Health Initiative

Approved Proposal, Branch, Mary et al., 2020/1 MSID: 4017
Keywords: Heart Rate Variability; Cardiac Autonomic Dysfunction; Breast Cancer; Cardiovascular Disease; Risk Stratification
Related Studies: 370

Frailty and quality of life in older adults with non-metastatic breast cancer

Approved Proposal, Hersh, Eliza et al., 2023/1 MSID: 4820
Keywords: Frailty; Quality Of Life; Breast Cancer; Geriatric; Older Adults; Symptoms
Related Studies: 370

Fear of recurrence among older breast, ovarian, endometrial, and colorectal cancer survivors: findings from the WHI LILAC study

Jessica Krok-Schoen et al., 2018/4 PubMed #29644766 MSID: 3178
OBJECTIVE: To examine the prevalence of and factors associated with fear of recurrence (FCR) following treatment for breast, ovarian, endometrial, and colorectal cancer among older women. METHODS: Participants were enrolled in the Women's Health Initiative WHI Life and Longevity After Cancer (LILAC) study. Descriptive statistics and multivariate logistic regression models were used to assess the association of demographic, clinical, and quality of life variables with survivors' FCR, dichotomized...
Keywords: Cancer; Cancer Survivors; Fear Of Cancer Recurrence; Older Women
Related Studies: 370

Surveillance after treatment for breast cancer: The rate of breast-related diagnostic tests in women with breast cancer in the Women’s Health Initiative

Approved Proposal, Kruper, Laura et al., 2021/3 MSID: 4351
Keywords: Breast Cancer; Mastectomy; Mammography; Biopsy; Quality-Of-Life
Related Studies: 370, W35

Refining and validating an algorithm to identify cancer outcomes using Medicare data in the WHI

Approved Proposal, Johnson, Lisa et al., 2020/12 MSID: 4364
Keywords: Cancer; Medicare; Validation
Related Studies: 370, W35

Predictors of vasomotor symptoms among breast cancer survivors

Katherine Reeves et al., 2018/2 PubMed #29427202 MSID: 2277
PURPOSE: Vasomotor symptoms (VMS) are a common side effect of breast cancer treatment, yet modifiable factors that may predict VMS among breast cancer survivors are unknown. METHODS: We estimated multivariable-adjusted odds ratios and 95% confidence intervals (aOR, 95% CI) for predictors of VMS among 3595 breast cancer survivors enrolled in the Life and Longevity after Cancer (LILAC) study, an ancillary study of the Women's Health Initiative (WHI). RESULTS: VMS post-diagnosis were reported by 79...
Keywords: Survivorship; Breast Cancer; Vasomotor Symptoms; Metabolic Syndrome; Body Mass Index
Related Studies: 223, 370

Medication use trajectories of postmenopausal breast cancer survivors and matched cancer-free controls

Kathy Pan et al., 2016/4 PubMed #27075917 MSID: 2228
While adverse medical sequelae are associated with breast cancer therapies, information on breast cancer impact on medication use is limited. Therefore, we compared medication use before and after diagnosis of early stage breast cancer to medication use in matched, cancer-free controls. Of 68,132 Women's Health Initiative participants, 3726 were diagnosed with breast cancer and, after exclusions, in 1731 breast cancer cases, medication use before and >3 years after diagnosis (mean 5.3 ± 2.1 SD) ...
Keywords: Breast Cancer; Comorbidity; Control Group; Medication; Survivorship
Related Studies: 370

Bayesian joint models of longitudinal data and binary outcomes with adjustments for selection effects

Approved Proposal, Pennell, Michael et al., 2021/10 MSID: 4576
Keywords: Bayesian Methodology; Cancer Survivorship; Insomnia; Joint Models; Longitudinal Measurements; Selection Bias
Related Studies: 370

Prediagnosis social support, social integration, living status, and colorectal cancer mortality in postmenopausal women from the women's health initiative

Candyce Kroenke et al., 2020/1 PubMed #31972054 MSID: 2350
Abstract BACKGROUND: We evaluated associations between perceived social support, social integration, living alone, and colorectal cancer (CRC) outcomes in postmenopausal women. METHODS: The study included 1431 women from the Women's Health Initiative who were diagnosed from 1993 through 2017 with stage I through IV CRC and who responded to the Medical Outcomes Study Social Support survey before their CRC diagnosis. We used proportional hazards regression to evaluate associations of social suppor...
Keywords: Social Networks; Social Support; Colorectal Cancer Survival
Related Studies: 370

Pre-diagnosis exercise and cardiovascular events in primary breast cancer

Publication, Okwuosa, Tochi et al., 2017/5 MSID: 2640
Keywords: Cancer; Cardiovascular Disease; Physical Activity; Cardiotoxicity; Cancer Survivors; Cardiovascular Events; Chemotherapy
Related Studies: 370

Low-fat dietary pattern and breast cancer mortality in the Women’s Health Initiative (WHI) Randomized Controlled Trial

Rowan Chlebowski et al., 2017/6 PubMed #28654363 MSID: 2719
Purpose Earlier Women's Health Initiative Dietary Modification trial findings suggested that a low-fat eating pattern may reduce breast cancers with greater mortality. Therefore, as a primary outcome-related analysis from a randomized prevention trial, we examined the long-term influence of this intervention on deaths as a result of and after breast cancer during 8.5 years (median) of dietary intervention and cumulatively for all breast cancers diagnosed during 16.1 years (median) of follow-up. ...
Keywords: Cancer Survival; Breast Cancer; Dietary Modification Trial; Cancer Diagnosis
Related Studies: 370

Development of a Deficit Accumulation Index to assess Frailty in the Women’s Health Initiative

Approved Proposal, Vasan, Sowmya et al., 2024/12 MSID: 5215
Keywords: Frailty; Aging; Deficit Accumulation; Frailty Index; Overall Health Measurement
Related Studies: 370

Association of prediagnostic frailty, change in frailty status, and mortality after cancer diagnosis in the Women's Health Initiative

Elizabeth Cespedes Feliciano et al., 2020/9 PubMed #32926116 MSID: 3449
Importance: Understanding changes in frailty in relation to cancer diagnosis can inform optimal selection of cancer treatments and survivorship care. Objective: To investigate associations of prediagnostic frailty and change in frailty status with mortality after a cancer diagnosis. Design, setting, and participants: This multicenter, prospective cohort study included 7257 community-dwelling, postmenopausal women in the United States who had frailty assessed at the Women's Health Initiative (WHI...
Keywords: Frailty; Sf-36; Physical Function; Aging; Survivorship; Cancer Incidence And Mortality
Related Studies: 370, W35

Cardiometabolic risk factors and survival after breast cancer in the Women's Health Initiative

Michael Simon et al., 2018/1 PubMed #29338086 MSID: 2855
BACKGROUND: Few studies have examined the relationship between cardiometabolic risk factors linked to metabolic syndrome and mortality among women with breast cancer. METHODS: We used the Women's Health Initiative to evaluate the relationship between cardiometabolic risk factors, including waist circumference (WC), blood pressure, cholesterol level, and presence of type 2 diabetes, and their relation with death from breast cancer, cardiovascular disease (CVD), and other causes among 8641 women w...
Keywords: Breast Cancer; Cancer Survivorship; Metabolic Syndrome
Related Studies: 370

Postdiagnosis physical activity: Association with long-term fatigue and sleep disturbance in older adult breast cancer survivors

Alexi Vasbinder et al., 2020/8 PubMed #32678375 MSID: 3508
Abstract Background: Physical activity is frequently proposed as an intervention to reduce fatigue and sleep disturbance in cancer survivors; however, the long-term effects of physical activity are often not reported, and older adults are typically excluded from these intervention studies. Objectives: This article aimed to examine if postdiagnosis physical activity is associated with lower long-term fatigue and sleep disturbance in older adult breast cancer survivors. Methods: Data were analyzed...
Keywords: Older Adults; Exercise; Fatigue; Sleep; Cancer Survivor
Related Studies: 370

Financial burden among older, long-term cancer survivors: Results from the LILAC study

Theresa Hastert et al., 2018/7 PubMed #30019387 MSID: 3066
BACKGROUND: Increasing attention is being paid to financial burdens of cancer survivorship, but little is known about the prevalence and predictors of these burdens in older, long-term survivors. METHODS: We used data from 6012 participants diagnosed with cancer since enrolling in the Women's Health Initiative, and who participated in the Life and Longevity After Cancer (LILAC) ancillary study to estimate prevalence and identify predictors of financial burden. We used logistic regression to iden...
Keywords: Financial Burden; Cancer; Survivorship; Economic Burden; Lilac
Related Studies: 370

Change in longitudinal trends in sleep quality and duration following breast cancer diagnosis: results from the Women’s Health Initiative

Chloe Hery et al., 2018/6 PubMed #29978034 MSID: 3050
Breast cancer survivors frequently report sleep problems, but little research has studied sleep patterns longitudinally. We examined trends in sleep quality and duration up to 15 years before and 20 years after a diagnosis of breast cancer, over time among postmenopausal women participating in the Women's Health Initiative (WHI). We included 12,098 participants who developed invasive breast cancer after study enrollment. A linear mixed-effects model was used to determine whether the time trend i...
Keywords: Sleep Quality; Sleep Duration; Breast Cancer Survivors; Quality Of Life; Older Women
Related Studies: 370

Body image, physical activity and psychological health in older female cancer survivors

Xiaochen Zhang et al., 2021/5 PubMed #33967023 MSID: 3702
Objectives: To determine the association of physical activity and body image with psychological health outcomes and whether body image mediates the association of physical activity with psychological health among older female cancer survivors. Materials and methods: Data from the Women's Health Initiative (WHI) Life and Longevity after Cancer (LILAC) Study were used. Surveys assessed body image (appearance, attractiveness, scars), moderate-strenuous physical activity (min/week), and psychologica...
Keywords: Psychological Health; Survivorship; Body Image; Physical Activity
Related Studies: 370

Correlates of physical activity among older breast cancer survivors: Findings from the Women's Health Initiative LILAC study

Jessica Krok-Schoen et al., 2021/12 PubMed #34893462 MSID: 4095
Introduction: Physical activity can attenuate cancer-related declines in physical functioning, improve emotional well-being, and prolong survival among older (≥65 years) breast cancer survivors. However, factors associated with physical activity among older breast cancer survivors are not well-understood. Materials and methods: Participants were enrolled in the Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) study. Descriptive statistics, multiple linear regression, and r...
Keywords: Physical Activity; Breast Cancer; Cancer Survivor; Older Adults; Age Differences
Related Studies: 370

Long term pelvic fracture and all-cause mortality risk after pelvic cancer and pelvic radiation: Findings from the Women’s Health Initiative (WHI)

Rebecca Nelson et al., 2022/10 PubMed #36305666 MSID: 3518
Background: The association of pelvic radiation with pelvic fracture risk has not been examined in prospective cohort settings with comprehensive fracture risk assessment, cancer-free comparison populations, and long-term follow-up. Our objective is to better characterize pelvic fracture and overall mortality risks in postmenopausal women participating in the Women's Health Initiative (WHI). Methods: 135,743 WHI participants, aged 50 to 79 years enrolled from 40 US clinical centers from 1993 to ...
Keywords: Pelvic Fracture; Hip Fracture; Pelvic Radiation; Osteoporosis; Cancer Treatment; Long-Term Outcomes
Related Studies: 370, W35

Lifestyle and cardiovascular risk factors associated with heart failure subtypes in postmenopausal breast cancer survivors

Kerry Reding et al., 2022/3 PubMed #35492810 MSID: 3854
Background: Breast cancer (BC) survivors experience an increased burden of long-term comorbidities, including heart failure (HF). However, there is limited understanding of the risk for the development of HF subtypes, such as HF with preserved ejection fraction (HFpEF), in BC survivors. Objectives: This study sought to estimate the incidence of HFpEF and HF with reduced ejection fraction (HFrEF) in postmenopausal BC survivors and to identify lifestyle and cardiovascular risk factors associated w...
Keywords: Breast Cancer; Cardiovascular Disease; Heart Failure; Cancer Treatment; Cancer Survivor
Related Studies: 370, W35

Dueling Diagnosis of Cancer and Cognitive Impairment: Exploring the Association of Cognitive Impairment with Survival using the Women’s Health Initiative (WHI) Life and Longevity After Cancer (LILAC) Study

Approved Manuscript, Rajamouli, Sri et al., 2025/4 MSID: 4874
Keywords: Malignancy; Cognitive Impairment; Dementia; Frailty
Related Studies: 370

The Women’s Health Initiative (WHI) Life and Longevity after Cancer (LILAC) Study: description and baseline characteristics of participants

Electra Paskett et al., 2018/1 PubMed #29378785 MSID: 3392
Background: The Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) study offers an important opportunity to advance cancer research by extending the original WHI studies to examine survivorship in women diagnosed with cancer during their participation in WHI.Methods: The goals of LILAC are to (i) obtain cancer treatment information and long-term cancer outcomes for women diagnosed with one of eight selected cancers (breast, endometrial, ovarian, lung, and colorectal cancers,...
Related Studies: 370

Cardiometabolic risk factors and survival after cancer in the Women’s Health Initiative

Michael Simon et al., 2020/11 PubMed #33151547 MSID: 3560
Background: Cardiometabolic abnormalities are a leading cause of death among women, including women with cancer. Methods: This study examined the association between prediagnosis cardiovascular health and total and cause-specific mortality among 12,076 postmenopausal women who developed local- or regional-stage invasive cancer in the Women's Health Initiative (WHI). Cardiovascular risk factors included waist circumference, hypertension, high cholesterol, and type 2 diabetes. Obesity-related canc...
Keywords: Cancer Survivorship; Cardio-Metabolic Risk Factors; Obesity; Cancer; Metabolic Syndrome
Related Studies: 370

Relationship between incident cardiovascular disease and quality of life after a breast cancer diagnosis

Alexi Vasbinder et al., 2025/2 PubMed #39909978 MSID: 4724
Purpose: Breast cancer survivors are at risk for both poor quality of life (QoL) and cardiovascular disease (CVD). This study examines whether incident CVD after breast cancer independently predicts QoL. Methods: Using data from the Women's Health Initiative, we included women who were diagnosed with invasive breast cancer during follow-up and free of prevalent CVD prior to breast cancer. CVD was defined as adjudicated coronary heart disease, heart failure, or stroke. Physical and mental QoL, me...
Keywords: Breast Cancer; Cardiovascular Disease; Quality Of Life; Symptoms; Survivorship
Related Studies: 370

The association of delay in curative intent treatment with survival among breast cancer patients: Findings from the Women’s Health Initiative

Rachel Yung et al., 2020/2 PubMed #32062784 MSID: 3397
PURPOSE: Delays in adjuvant breast cancer (BC) therapy have been shown to worsen outcomes. However, thus far studies have only evaluated delays to initial treatment, or a particular modality, such as chemotherapy, leaving uncertainty about the role of delay to subsequent therapy and the effects of cumulative delay, on outcomes. We investigated the associations of delays across treatment modalities with survival. METHODS: We included 3368 women with incident stage I-III BC in the Women's Health I...
Keywords: Breast Cancer; Chemotherapy; Surgery; Radiation; Racial Disparities
Related Studies: 370, W35

Correlates of common concerns in older cancer survivors of leukemia and lymphoma: Results from the Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) study

Kah Poh (Melissa) Loh et al., 2022/8 PubMed #35982359 MSID: 4476
Purpose: Older survivors of leukemia and lymphoma often experience long-term effects of chemotherapy. We described common concerns related to their cancer and treatment in older survivors of leukemia and non-Hodgkin lymphoma (NHL) and assessed correlates of these concerns. Methods: We utilized data from the Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) study that recruited post-menopausal women aged 50-79. Participants diagnosed with leukemia and NHL were included (n = ...
Keywords: Older Survivors; Leukemia; Lymphoma; Unmet Needs; Physical Functioning
Related Studies: 370

Prevalence and predictors of peripheral neuropathy after breast cancer treatment

Mandana Kamgar et al., 2021/8 PubMed #34390205 MSID: 3642
Background: Many of the 3.8 million breast cancer survivors in the United States experience long-term side effects of cancer therapy including peripheral neuropathy (PN). We assessed the prevalence and predictors of PN among women with breast cancer followed in the Women's Health Initiative's Life and Longevity After Cancer survivorship cohort. Methods: The study population included 2420 women with local (79%) or regional (21%) stage disease. Presence of PN was based on the reports of "nerve pro...
Keywords: Breast Cancer; Peripheral Neuropathy; Chemotherapy; Taxanes
Related Studies: 370

Cancer treatment, lifestyle determinants, and risk of type 2 diabetes mellitus within the LILAC cohort

Approved Proposal, Winn, Maci et al., 2022/5 MSID: 4699
Keywords: Cancer; Diabetes; Cancer Treatment; Diet; Lifestyle Factors
Related Studies: 370

Inflammatory, oxidative stress, and cardiac damage biomarkers and radiation-induced fatigue in breast cancer survivors

Alexi Vasbinder et al., 2022/5 PubMed #35527686 MSID: 4449
Purpose: Studies examining biomarkers associated with fatigue in breast cancer survivors treated with radiation are limited. Therefore, we examined the longitudinal association between serum biomarkers and post-breast cancer fatigue in survivors treated with radiation: [oxidative stress] 8-hydroxyguanosine, myeloperoxidase; [inflammation] interleukin-6 (IL-6), c-reactive protein, growth differentiation factor-15 (GDF-15), placental growth factor, transforming growth factor-beta, [cardiac damage]...
Keywords: Cardiovascular Disease; Breast Cancer; Biomarkers; Radiation; Inflammation; Oxidative Stress
Related Studies: 370, 622

Association of lower-extremity lymphedema, physical functioning, and activities of daily living among older colorectal, endometrial, and ovarian cancer survivors

Xiaochen Zhang et al., 2022/3 PubMed #35262713 MSID: 4128
Importance: Lower extremity lymphedema (LEL) is associated with decreased physical functioning (PF) and activities of daily living (ADLs) limitations. However, the prevalence of LEL in older survivors of cancer is unknown. Objectives: To examine LEL among older female survivors of colorectal, endometrial, or ovarian cancer and investigate the association of LEL with PF and ADLs. Design, setting, and participants: This secondary analysis of the Women's Health Initiative (WHI) Life and Longevity A...
Related Studies: 370

Self-reported symptoms among cancer survivors in the Women’s Health Initiative (WHI) Life and Longevity after Cancer (LILAC) cohort

Brittany M. Bernardo et al., 2022/3 PubMed #35314957 MSID: 3413
Purpose: Due to cancer survivors living longer and morbidity associated with cancer treatments, it is necessary to understand symptoms experienced by cancer survivors. This study will analyze the symptom burden among a large cohort of survivors across multiple cancer sites. Methods: Data from the Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) study were used to examine the symptom burden of older cancer survivors. Poisson regression with robust standard errors was utiliz...
Keywords: Cancer Survivors; Long-Term Cancer Survival; Cancer Symptom Clusters; Late-Effects Of Treatment
Related Studies: 370

Social support, social ties, and cognitive function of women with breast cancer: Findings from the Women’s Health Initiative (WHI) Life and Longevity After Cancer (LILAC) Study

Yesol Yang et al., 2022/12 PubMed #36525119 MSID: 4570
Purpose: This study examined associations between self-reported cognitive functioning and social support as well as social ties among women with breast cancer. Methods: The study included 3351 women from the Women's Health Initiative Life and Longevity After Cancer cohort who were diagnosed with breast cancer stages I-III. Social support was assessed using a modified Medical Outcomes Study (MOS) Social Support Survey, and marital status was obtained from the baseline questionnaire. We also asses...
Keywords: Social Support; Breast Cancer; Cognition; Cancer Survivorship
Related Studies: 370

Association between prediagnosis depression and mortality among postmenopausal women with colorectal cancer

Xiaoyun Liang et al., 2020/12 PubMed #33382778 MSID: 3166
Background: There are no epidemiologic data on the relation of depression before colorectal cancer diagnosis to colorectal cancer mortality among women with colorectal cancer, especially those who are postmenopausal. Our aim was to fill this research gap. Methods: We analyzed data from a large prospective cohort in the US, the Women's Health Initiative (WHI). The study included 2,396 women with incident colorectal cancer, assessed for depressive symptoms and antidepressant use before cancer diag...
Keywords: Depressive Symptoms; Antidepressant Use; Colorectal Cancer; Mortality; Cox Proportional Hazard Regression Model
Related Studies: 370

Associations of health-related quality of life and sleep disturbance with cardiovascular disease risk in postmenopausal breast cancer survivors

Alexi Vasbinder et al., 2022/7 PubMed #35816026 MSID: 4448
Background: Breast cancer (BC) survivors are at an increased risk of long-term cardiovascular disease (CVD), often attributed to cancer treatment. However, cancer treatment may also negatively impact health-related quality of life (HRQoL), a risk factor of CVD in the general population. Objective: We examined whether sleep disturbance, and physical or mental HRQoL were associated with CVD risk in BC survivors. Methods: We conducted a longitudinal analysis in the Women's Health Initiative of post...
Keywords: Cardiovascular Disease; Breast Cancer; Symptoms; Quality Of Life; Fatigue
Related Studies: 370

Risk and lifestyle determinants of atrial fibrillation in women with breast cancer: Using Women Health Initiative (WHI) data

Approved Proposal, Qureshi, Binish et al., 2024/8 MSID: 4819
Keywords: Breast Cancer; Atrial Fibrillation; Cardiovascular Mortality; Lifestyle Factors; Cardiovascular Disease
Related Studies: 370

Long-term Trajectories of Physical Function Decline in Women With and Without Cancer

Elizabeth Cespedes Feliciano et al., 2023/1 PubMed #36656572 MSID: 4120
Importance: Patients with cancer experience acute declines in physical function, hypothesized to reflect accelerated aging driven by cancer-related symptoms and effects of cancer therapies. No study has examined long-term trajectories of physical function by cancer site, stage, or treatment compared with cancer-free controls. Objective: Examine trajectories of physical function a decade before and after cancer diagnosis among older survivors and cancer-free controls. Design, setting, and partici...
Keywords: Accelerated Aging; Cancer; Chemotherapy; Radiation; Cancer Survivorship; Lifestyle
Related Studies: 370

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

Bayesian semiparametric joint modeling of a count outcome and inconveniently timed longitudinal predictors

Woobeen Lim et al., 2023/3 PubMed #36855822 MSID: 4362
The Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) study is an excellent resource for studying the quality of life following breast cancer treatment. At study entry, women were asked about new symptoms that appeared following their initial cancer treatment. In this article, we were interested in using regression modeling to estimate associations of clinical and lifestyle factors at cancer diagnosis (independent variables) with the number of new symptoms (dependent variab...
Keywords: Cancer Survivorship; Dirichlet Process; Symptoms After Cancer Treatment; Joint Models; Longitudinal Measurements; Random Effects Model; Spline Regression
Related Studies: 370

Changes in physical function in older women with endometrial cancer with or without adjuvant therapy

Allison Quick et al., 2023/9 PubMed #37668940 MSID: 4645
Objective: To evaluate changes in physical function (PF) for older women with endometrial cancer (EC) + / - adjuvant therapy in the Women's Health Initiative Life and Longevity after Cancer cohort. Materials and methods: This study examined women ≥ 70 years of age with EC with available treatment records. Change in PF was measured using the RAND-36 and compared between groups using Wilcoxon rank-sum tests. Multivariable median regression was used to compare the changes in scores while adjusting ...
Keywords: Endometrial Cancer; Functional Status; Functional Decline; Adjuvant Therapy; Performance Status
Related Studies: 370

Predicting risk of cognitive impairment in gynecologic cancer survivors from the Women’s Health Initiative: Effect of age, comorbidities, and treatment type

Approved Manuscript, Matthews, Benjamin et al., 2024/6 MSID: 4862
Keywords: Endometrial Cancer | Ovarian Cancer | Cognitive Impairment | Risk Prediction | Patient-Reported Outcomes
Related Studies: 370

Social Support, Social Strain, Stressful Life Events and Mortality Among Postmenopausal Women With Breast Cancer

Fengge Wang et al., 2024/11 PubMed #39520665 MSID: 4643
Introduction: Social support, social strain and stressful life events could induce chronic stress, which affects prognosis and survival after breast cancer diagnosis. However, few studies have examined the impact of psychosocial factors on different competing mortality events. Methods: We included 9154 postmenopausal women who were newly diagnosed with invasive breast cancer after enrollment in the Women's Health Initiative, as of March 6th, 2021. Psychosocial factors were collected and stratifi...
Keywords: Breast Cancer; Mortality; Racial Disparity; Social Stress; Social Support
Related Studies: 370

Effect of breast cancer and its treatments on long-term changes in physical function, physical performance and deficit accumulation

Approved Proposal, Cespedes Feliciano, Elizabeth et al., 2025/3 MSID: 5302
Keywords: Breast Cancer; Survivorship; Aging; Physical Function; Physical Performance
Related Studies: 370, 701, W35, W64

Functional outcomes and survival among women with lung cancer in the Women’s Health Initiative

Approved Proposal, Presley, Carolyn et al., 2023/5 MSID: 4930
Keywords: Lung Cancer; Functional Status; Survival; Aging
Related Studies: 370

Low physical function post-cancer diagnosis is associated with higher mortality risk in postmenopausal women

Paola Gonzalo Encabo et al., 2024/3 PubMed #38449287 MSID: 4687
Background: Postmenopausal women with cancer experience an accelerated physical dysfunction beyond that expected through aging alone due to cancer and its treatments. The aim of this study is to determine whether declines in physical function after cancer diagnosis are associated with all-cause mortality and cancer-specific mortality. Methods: This prospective cohort study included 8,068 postmenopausal women enrolled in the Women's Health Initiative (WHI) who were diagnosed with cancer and had p...
Keywords: Cancer; Survivorship; Physical Function; Mortality; Frailty
Related Studies: 370

Factors associated with long-term gastrointestinal symptoms in colorectal cancer survivors in the women's health initiatives (WHI study)

Claire J. Han et al., 2023/5 PubMed #37205667 MSID: 3616
Purpose: Colorectal cancer (CRC) survivors often experience long-term symptoms after cancer treatments. But gastrointestinal (GI) symptom experiences are under-investigated in CRC survivors. We described persistent GI symptoms after cancer treatments in female CRC survivors and assessed GI symptoms' risk and life-impact factors. Methods: A cross-sectional study utilized data from the Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) study that recruited postmenopausal women...
Keywords: Gastrointestinal Distress; Cancer Survivors; Treatment; Quality Of Life; Symptoms
Related Studies: 370, W35

New-onset diabetes after an obesity-related cancer diagnosis and survival outcomes in the Women's Health Initiative

Prasoona Karra et al., 2023/10 PubMed #37590895 MSID: 4375
Background: Individuals diagnosed with an obesity-related cancer (ORC survivors) are at an elevated risk of incident diabetes compared with cancer-free individuals, but whether this confers survival disadvantage is unknown. Methods: We assessed the rate of incident diabetes in ORC survivors and evaluated the association of incident diabetes with all-cause and cancer-specific mortality among females with ORC in the Women's Health Initiative cohort (N = 14,651). Cox proportional hazards regression...
Keywords: Diabetes; Obesity-Associated Cancer; Overall Survival; Cancer-Specific Survival; Body Mass
Related Studies: 370

Cognitive function and dementia risk among women with and without a history of cancer: Findings from the Women’s Health Initiative Life and Longevity After Cancer (LILAC) Study

Approved Proposal, Van Dyk, Kathleen et al., 2024/4 MSID: 4997
Keywords: Cancer; Cognition; Cancer Survivorship; Dementia
Related Studies: 233, 244, 370

Design-based and analytic approaches to account for selection bias in cancer survivorship research

Approved Manuscript, Banack, Hailey et al., 2025/3 MSID: 4838
Keywords: Cancer Survivorship; Selection Bias; Exposure Density Sampling; Inverse Probability Of Censoring Weights; Matching
Related Studies: 370, 701

Association of diet with cognitive outcomes in cancer survivors: Findings from the Women’s Health Initiative Life and Longevity After Cancer (LILAC) Study

Approved Proposal, Winschel, Timothy et al., 2023/12 MSID: 5041
Keywords: Diet; Cancer Related Cognitive Impairment (Crci); Cancer Survivors; Cognition; Breast Cancer
Related Studies: 370

Fear of Cancer Recurrence Associated with Perceived Cognitive Impairment among Women with Cancers: Findings from the Women's Health Initiative Life and Longevity After Cancer Study

Yesol Yang et al., 2024/1 PubMed #39831265 MSID: 4834
Background: Perceived cognitive impairments(PCI) are the most common complications that Non-Central Nervous System (Non-CNS) cancers survivors experience. Studies have suggested that those who expreience fear of cancer recurrence (FCR) tend to report cognitive problems; however, this association has not been examined. Methods: Participants (n = 6,714) were enrolled in the Women's Health Initiative Life and Longevity After Cancer study. FCR was assessed using the Cancer Worry Scale and PCI was as...
Keywords: Fear Of Cancer Recurrence; Non-Cns Cancers; Cognition; Cancer Survivorship
Related Studies: 370

WBC DNA methylation markers and ovarian cancer survival in the WHI

Approved Proposal, Romo, Ashley et al., 2024/1 MSID: 5050
Keywords: Aging; Dna Methylation; Ovarian Cancer Survival; Prognosis; Wbc
Related Studies: 370, 461

A CVD risk score specific to breast cancer patients

Approved Proposal, Anderson, Garnet et al., 2017/11 MSID: 3496
Keywords: Breast Cancer; Cardiovascular Disease; Cvd Risk Score; Cancer Survivor
Related Studies: 370, 594, W35

Chronic oxidative stress as a marker of long-term radiation-induced cardiovascular outcomes in breast cancer

Alexi Vasbinder et al., 2022/9 PubMed #36178659 MSID: 4420
While biomarkers have been proposed to identify individuals at risk for radiation-induced cardiovascular disease (RICVD), little is known about long-term associations with cardiac events. We examined associations of biomarkers of oxidative stress (myeloperoxidase, growth differentiation factor-15, 8-hydroxy-2'-deoxyguanosine [8-OH-dG], placental growth factor), cardiac injury (troponin I, cystatin-C), inflammation (interleukin-6, C-reactive protein), and myocardial fibrosis (transforming growth ...
Keywords: Cardiovascular Disease; Breast Cancer; Biomarkers; Radiation; Inflammation; Oxidative Stress
Related Studies: 370, 622

Guideline-concordant endometrial cancer treatment and survival in the Women’s Health Initiative Life and Longevity After Cancer study

Ashley Felix et al., 2019/10 PubMed #31618444 MSID: 3455
In the Women's Health Initiative (WHI) Life and Longevity After Cancer (LILAC) cohort we examined predictors of guideline-concordant treatment among endometrial cancer (EC) survivors and associations between receipt of guideline-concordant treatment and survival. Receipt of guideline-concordant EC treatment was defined according to year-specific National Comprehensive Cancer Network (NCCN) guidelines. Multivariable logistic regression was used to estimate odds ratios (ORs) and 95% confidence int...
Keywords: Endometrial Cancer; Mortality; Treatment; Race/Ethnic
Related Studies: 370, W35

Comparison of health related quality of life among screening-detected breast cancers vs interval breast cancers in participants of WHI trials

Approved Proposal, Irvin, Veronica et al., 2021/3 MSID: 4445
Keywords: Interval Breast Cancer; Interval Cancer; Mammography; Asymptomatic; Survival; Quality Of Life
Related Studies: 370

Association between comorbidity and lung cancer survival: Effect of ethnicity and modifying effect of smoking and other environmental exposures

Approved Proposal, Chen, Chu et al., 2020/2 MSID: 4119
Keywords: Lung Cancer; Survival; Comorbidities; Ethnicity; Smoking; Treatment
Related Studies: 370

Early detection of ovarian cancer through epigenetic factors in the WHI

Approved Proposal, Genkinger, Jeanine et al., 2016/12 MSID: 3248
Keywords: Epigenetic; Methylation; Risk Assessment; Ovarian Cancer; Accuracy And Discrimination
Related Studies: 370, 461

Guideline-concordant breast cancer treatment between urban and rural in the Women's Health Initiative Life and Longevity after Cancer study

Approved Proposal, Zhang, Xiaochen et al., 2021/4 MSID: 4456
Keywords: Guideline-Concordant Treatment; Disparities; Survival; Survivorship; Older Women
Related Studies: 370, W35

Associations between swelling, activities of daily living and physical functioning among breast cancer survivors in the Women’s Health Initiative (WHI) Life and Longevity after Cancer (LILAC) study

Approved Manuscript, Bernardo, Brittany M. et al., 2021/1 MSID: 4148
Related Studies: 370

Identification of subgroups of breast cancer survivors with distinct experiences of fatigue, sleep disturbance, pain, and depression

Approved Proposal, Langford, Dale et al., 2017/12 MSID: 3488
Keywords: Symptoms; Pain; Fatigue; Sleep Disturbance; Depression; Breast Cancer; Survivorship
Related Studies: 370

Three-level stochastic search variable selection in joint models of longitudinal data and binary outcomes with missing covariate data

Approved Proposal, Pennell, Michael et al., 2021/10 MSID: 4575
Keywords: Bayesian Methodology; Cancer Survivorship; Insomnia; Joint Models; Longitudinal Measurements; Missing Data; Variable Selection
Related Studies: 370

Physical activity over time after cancer diagnosis on all-cause of mortality and cancer-specific mortality

Approved Proposal, Gonzalo Encabo, Paola et al., 2024/8 MSID: 5174
Keywords: Cancer; Survivorship; Physical Activity; Mortality
Related Studies: 370