Physical activity and sociodemographic variables related to global health, quality of life, and psychological factors in breast cancer survivors

Factors associated with psychological burden of breast cancer in women in Morocco: cross‑sectional study

BACKGROUND

Depression and anxiety are among the psychological diagnoses impacting individuals diagnosed with breast cancer. This study aims to estimate the prevalence, as well as the predictors, of anxiety and depression in women with breast cancer.

MATERIALS AND METHODS

This was a cross-sectional, multi-center study conducted over an eight-month period among women with breast cancer in oncology centers in southern Morocco. Anxiety and depression were assessed using the validated Moroccan dialectal version of the Hospital Anxiety and Depression Scale (HADs). To identify the predictors of anxiety and depression in the study population. Multiple linear regression analyses were performed, including variables for which univariate analyses were significant with a p < 0.05 value. Statistical analyses were performed using Jamovi software version 2.2.3.

RESULTS

A total of 230 participant responses were collected. The prevalence of anxiety and depression was 77.4% and 62.6%, respectively. Multiple linear regression analysis revealed the following factors increased anxiety: being younger than 50 years old, not having studied beyond elementary school, having children aged between 10 and 18 and having TNM stage III and IV. The following factors decreased anxiety in patients with breast cancer: good physical functioning (Karnofsky score), satisfaction with social support and financial support. Regarding depression, the following factors decreased depression: good physical functioning (Karnofsky score), a minimum of 2.5 h per week of physical activity, active occupational status, satisfaction with social support and financial support. In contrast, the recurrence of breast cancer was an associated factor with increased depression.

CONCLUSION

The prevalence of anxiety and depression in women with breast cancer is very high in our context. Therefore, routine screening tests for depression and anxiety as well as psychosocial management care are necessary for patients with breast cancer in Morocco.

Predicting Quality of Life in Women with Breast Cancer Who Engage in Physical Exercise: The Role of Psychological Variables

In this study, we aimed to conduct a descriptive analysis of the primary physiological and psychological factors influencing the quality of life in women with breast cancer who engage in physical exercise. The study examined the key psychological variables predicting patients' quality of life, perceived support from family and friends, and the perception of physical condition. The sample consisted of 46 women from Cáceres (Spain) aged between 30 and 75 years undergoing breast cancer treatment. The Functional Evaluation Scale in Cancer Therapy (FACT-B+4) was used to measure quality of life; the Basic Psychological Needs Satisfaction Scale was used to measure autonomy, competence, and social relationships; the Behavior Regulation Questionnaire in Exercise (BREQ-3) was used to measure the types of self-determined motivation for sports participation; the General Evaluation of Self-Esteem Scale was used to measure self-esteem; the International Fitness Scale (IFIS) was used to measure perceived physical condition; and the Perceived Autonomy Support Scale for Exercise Settings (PASSES) was used to measure the perceived autonomy support from family and friends. A multiple regression analysis revealed that perceived physical condition and self-esteem were significant positive predictors of a variance in quality of life, while intrinsic motivation did not significantly predict it. The findings underscore the importance of promoting autonomous motivation in patients to enhance their physical and psychological well-being through physical activity.

Active for Life after Cancer: Association of Physical Activity with Cancer Patients' Interpersonal Competence, Quality of Life, and Survival Beliefs

This study aimed to examine the relationship between physical activity and cancer patients' survival beliefs and constructed a mediation model involving the mediating effects of interpersonal competence and quality of life. We conducted 252 questionnaire surveys on multiple chat groups for cancer patients using the WeChat software, and assessed physical activity, survival beliefs, interpersonal competence, and quality of life using standard scales. Data were analyzed using SPSS and AMOS. There were positive correlations between physical activity and quality of life (β = 0.393, p < 0.001), physical activity and interpersonal competence (β = 0.385, p < 0.001), interpersonal competence and quality of life (β = 0.455, p < 0.001), and quality of life and survival beliefs (β = 0.478, p < 0.001). In addition, a significant mediating effect between physical activity and survival beliefs was observed between interpersonal competence and quality of life (standardized indirect effect = 0.384, p < 0.001). The study revealed that effective physical activity led to higher interpersonal competence, more excellent quality of life, and improved survival beliefs in cancer patients, and that the association of physical activity with improved survival beliefs was fully mediated through interpersonal competence and quality of life. The findings suggest that the relevant government should increase policy support and publicity to improve cancer patients' participation in physical activity.

Factors Associated with Cardiorespiratory Fitness in Breast Cancer Survivors from the State of Santa Catarina, Brazil: Cross-Sectional Study

Introduction: Oxygen consumption (VO2) is indicative of cardiorespiratory fitness (CRF) and lower levels are related to a higher risk of total mortality among individuals with cancer whose therapy can have adverse consequences on the cardiovascular system. Objective: To examine the associations of patient-reported sociodemographic, clinical, anthropometric outcomes and functional variables with CRF in 69 women (55±10 years) and to identify whether walking is a predictor of peak VO2 variation in this population with breast cancer (BC). Method: Female BC survivors receiving hormone therapy after two types of surgery (breast-conserving and mastectomy) underwent a CRF test on a cycle ergometer to measure peak VO2. A questionnaire containing sociodemographic, clinical data, patient reported outcomes (PROs) (depressive symptoms, sleep quality, fatigue, body image) and self-reported walking and tests to measure body fat percentage, waist circumference, flexibility and shoulder range of motion (RoM) were performed. Results: Unemployment and retirement were associated with low CRF, as was the use of aromatase inhibitors instead of tamoxifen. Depressive symptoms, worse body image, greater waist circumference, less flexibility and shoulder RoM were also associated with low CRF. Walking duration, controlled for age and body mass index (BMI), is a 13% predictor of peak VO2 variance in this sample. Conclusion: These factors must be considered in understanding the CRF profile of BC survivors. As walking was a predictor of peak VO2 variance, it should be recommended as a type of physical activity for patients with BC using hormone therapy.

Related Factors with Depression and Anxiety in Mastectomized Women Breast Cancer Survivors

Breast cancer (BC) is the most common cancer diagnosis with the highest mortality rate worldwide. The aim of this study was to identify factors related to depression and anxiety in mastectomized women BC survivors. A cross-sectional study was conducted with a sample of 198 women diagnosed with BC aged 30-80 years in Mexico. Depression and anxiety were assessed using the 14-item Hospital Anxiety and Depression Scale (HADS). The results showed that 94.44% and 69.18% of the women scored more than eight points on HADS in the anxiety and depression subscales, respectively; 70.20% and 10.60% were identified as pathological. The following variables were analyzed: age, time elapsed since the start of treatment, received treatment at the time of the evaluation, type of surgery, family history, marital status and employment status. Time elapsed since surgery, having a partner, and employment showed significant results as factors associated to levels of depression and anxiety in these patients. In conclusion, it has been shown that BCSs under 50 years of age receiving some kind of treatment, without family history, without a partner, with a job, with more than secondary education and with more than 5 years since diagnosis could have higher rates of clinical depression. On the other hand, BCSs older than 50 years receiving some kind of treatment, without family history, without a partner, with a job, with more than secondary education and with more than 5 years since diagnosis, could have higher rates of clinical anxiety. In conclusion, the variables studied provide valuable information for the implementation of psychotherapy plans in healthcare systems to reduce the risk of depression and/or anxiety in women with BC who have undergone mastectomy.

Psychological distress and quality of life in breast cancer survivors with taxane-induced peripheral neuropathy: A scoping review

Purpose

This review provides an assessment of psychological distress (depressive symptoms and anxiety symptoms) and the impact on quality of life in breast cancer survivors with chemotherapy-induced peripheral neuropathy induced by taxane-based chemotherapy.

Methods

The databases PubMed, CINAHL, Embase, and PsychInfo were searched for publications about psychological distress symptoms in breast cancer survivors with chemotherapy-induced peripheral neuropathy from taxane chemotherapy and the impact on quality of life.

Results

Only eight studies were identified that addressed psychological distress symptoms in BCS with CIPN treated with taxane chemotherapy and the impact of these symptoms on QOL. Of these studies, a majority reported increased symptoms of psychological distress (depressive symptoms and/or anxiety symptoms) in BCS with CIPN. Researchers found that the persistent nature of CIPN and severity of symptoms resulted in decreased QOL.

Conclusions

This review highlighted a notable lack of research on psychological distress (depressive symptoms and anxiety symptoms) in BCS with CIPN. Furthermore, there was a gap in knowledge in how this psychological distress impacts QOL in this population. Further research is needed to better understand the extent that BCS with CIPN experience symptoms of psychological distress and the impact on QOL. This research would enable researchers to develop interventions focused on decreasing and potentially preventing these symptoms in BCS with CIPN treated with taxane chemotherapy, thereby decreasing the impact on QOL.

Quality of Life in Women With Breast Cancer Receiving Chemotherapy and the Moderating Role of Cortisol

BACKGROUND

Quality of life (QoL) is severely affected by breast cancer (BC) and its treatment, particularly chemotherapy treatment. Psychological morbidity, illness perceptions, and self-efficacy for coping are important variables that impact QoL during the treatment of BC. The impact of cortisol on QoL has been poorly studied.

OBJECTIVE

The aim of this study was to identify the contributing variables to QoL in women with BC receiving adjuvant chemotherapy, as well as the moderating role of cortisol in the relationship between treatment adverse effects and QoL.

METHODS

This cross-sectional study included 112 women with BC undergoing chemotherapy who answered the European Organization for Research and Treatment of Cancer Core Quality of Life Questionnaire, the Supplementary Questionnaire Breast Cancer Module, the Illness Perception Questionnaire, the Cancer Behavior Inventory-Brief Version, and the Hospital Anxiety and Depression Scale. In addition, salivary cortisol concentrations were also assessed.

RESULTS

The strongest contributor to lower QoL was treatment adverse effects. The illness perception and the cancer stage also contributed to a lower QoL. Nadir cortisol moderated the relationship between adverse effects and QoL.

CONCLUSION

Breast cancer chemotherapy and illness perceptions, even at the beginning of treatment, showed a great impact on QoL.

IMPLICATIONS FOR PRACTICE

It is important during chemotherapy to assess women's illness perceptions, as well as their stress levels to help women cope with the stress associated with treatment adverse effects. Monitoring cortisol is important as cortisol moderated the relationship between adverse effects and QoL. For those women struggling with stress, a reference to a mental health provider is warranted.

Longitudinal Association Between Depressive Symptoms and Cognitive Function Among Older Adults: A Latent Growth Curve Modeling Approach

Objectives: Although the evidence from numerous longitudinal studies has indicated a remarkable change in cognitive function (CF) and depressive symptoms (DS) over time, the parallel latent growth curve model (LGCM) has seldom been used to simultaneously investigate the relationship between their change trajectories. This study aimed to examine whether a change in DS was associated with CF over time using an LGCM. Methods: Data were collected from the Chinese Longitudinal Healthy Longevity Survey's 2011, 2014, and 2018 waves. A parallel LGCM examined the association between CF and DS. Results: The multivariate conditioned model's goodness of fit supported the validity of the longitudinal model (Tucker-Lewis index [TLI] = 0.90, comparative fit index [CFI] = 0.96, root mean square error of approximation [RMSEA] = 0.04). The results showed that the CF intercept was positively to the DS slope (β = 0.42, p = 0.004). The CF and DS slopes were significantly linked (β = -0.65, p = 0.002). Conclusion: The findings expand the knowledge about CF's effect on DS in older adults.

Characterizing Early Changes in Quality of Life in Young Women With Breast Cancer

Introduction

Younger age at diagnosis is a risk factor for poor health-related quality of life (HRQOL) in long-term breast cancer survivors. However, few studies have specifically addressed HRQOL in young adults with breast cancer (i.e., diagnosed prior to age 40), nor have early changes in HRQOL been fully characterized.

Methods

Eligible female patients with breast cancer were identified through our local cancer center. To establish HRQOL, patients completed the Functional Assessment of Cancer Therapy-Breast (FACT-B) around diagnosis and 12 months later. Sociodemographic factors, genetic susceptibility to cancer, tumor- and treatment-related factors, and comorbidities (e.g., depression/anxiety) were abstracted from medical records and the local oncology registry. Mixed-effects models were used to identify changes in FACT-B scores during the first year of treatment and to determine whether any demographic/treatment-related factors modulated changes in scores.

Results

Health-related quality of life in young patients with breast cancer was within normal limits at baseline, with a FACT-B overall well-being score of 108.5 (95% confidence limits [CI] = 103.7, 113.3). Participants reported slight improvements over a 12-month period: FACT-B overall well-being scores increased 6.6 points (95% CI = 2.1, 11.1, p < 0.01), functional well-being improved 3.0 points (95% CI = 2.0, 4.1, p < 0.01), emotional well-being improved 1.9 points (95% CI = 0.9, 2.8, p < 0.01), and physical well-being improved 1.5 points (95% CI = 0.2, 2.8, p = 0.03), on average. Participants with anxiety/depression at baseline reported greater improvements in FACT-B overall well-being (change: 12.9, 95% CI = 6.4, 9.5) and functional well-being (change: 5.2, 95% CI = 3.5, 6.9) than participants who did not have anxiety/depression at baseline (change in FACT-B overall well-being: 4.9, 95% CI = 0.2, 9.7; change in functional well-being: 2.3, 95% CI = 1.1, 3.4). Marital status, reconstructive surgery, and baseline clinical staging were also significantly associated with changes in aspects of HRQOL, although their impact on change was relatively minimal.

Conclusion

Young women with breast cancer do not report HRQOL concerns during the first year of treatment. Improvements in HRQOL during the first year of treatment may be attributable to a sense of relief that the cancer is being treated, which, in the short run, may outweigh the negative late effects of treatment.

Factors Impacting Functioning Level of Cancer Survivors in Turkey

The purpose of this study was to investigate the relationships between demographic variables, personal factors, impairment-related variables, and functioning levels of cancer survivors in Turkey. Data for this study were collected from a major oncology institute and a nonprofit cancer organization in Turkey. Hierarchical regression analyses were conducted to investigate the sequential effect of demographic variables (i.e., age, gender, income, and education), personal factors (i.e., core self-evaluations, purpose in life, and religiosity), and impairment-related variables (i.e., pain, fatigue, perceived stress, and sleep disturbance) on the functioning level of Turkish cancer survivors (i.e., physical functioning, role functioning, emotional functioning, cognitive functioning, and social functioning). The results indicated that impairment-related variables explained a significant amount of variance in functioning scores above and beyond demographic and personal factors. Pain intensity and perceived stress were most prominent factors impacting functioning levels of Turkish cancer survivors. Pain and stress self-management training, psychotherapy and counseling, physical activity and exercise, and cognitive remediation training are recommended interventions to increase the functioning level and well-being of cancer survivors.

The Influence of Rehabilitation on Quality of Life in Breast Cancer Survivors: A Clinical Study

Background: Breast cancer survivors report negative impacts of cancer, augmented by specific vulnerabilities to body changes, negative self-assessment, and quality-of-life concerns. The main objective of our work was to test the effect of a rehabilitation program on breast cancer patients by evaluating the change in their physical well-being during an outpatient rehabilitation setting and, subsequently, in a home rehabilitation setting, considering the individual personality profile. Methods: Patients who underwent total mastectomy with breast prostheses or tissue expanders were enrolled. Outcome assessments (Pain, Quality of Life, Personality traits for the Minnesota Multiphasic Personality Inventory-2) before treatment (T0), at the end of the rehabilitative treatment (T1 = 10 sessions 2/week, one hour/each), and after two months of follow-up (T2) were performed. Results: The data of 38 included patients were analyzed. The quadratic trend of the Visual Analogue Scale can be explained by the fact that patients have a strong reduction in the perceived pain immediately after rehabilitation in the clinic. This reduction remains constant for the home period of the rehabilitation. The personality profiles of all the participants were substantially valid. Only three patients obtained scores higher than 65 points. Conclusions: The study evidenced that in the initial phase of the rehabilitation, psychological traits such as anxiety, depression, and preoccupation could have a strong association especially with the autonomous functions and the perceived physical symptoms. However, during the therapeutic process, this association decreased and these decrements were higher when patients performed their rehabilitation at home, in a more familiar and comfortable setting.

Depressive Symptoms and Associated Health-Related Variables in Older Adult Breast Cancer Survivors and Non-Cancer Controls

OBJECTIVES

To examine the prevalence of depressive symptoms and associated risk factors in older adult breast cancer survivors (BCS) and age-matched non-cancer controls.

SAMPLE & SETTING

Using the Surveillance, Epidemiology, and End Results-Medicare Health Outcome Survey linked dataset from 1998 to 2012, BCS and non-cancer controls aged 65 years or older were identified.

METHODS & VARIABLES

Depressive symptoms, comorbidities, functional limitations, socio-demographics, and health-related information were examined. Univariate and multivariable logistic regression and marginal models were performed.

RESULTS

5,421 BCS and 21,684 controls were identified. BCS and non-cancer controls had similar prevalence of depressive symptoms. Having two or more comorbidities and functional limitations were strongly associated with elevated risk of depressive symptoms in BCS and non-cancer controls.

IMPLICATIONS FOR NURSING

Having multiple comorbidities and multiple functional status are key factors associated with depressive symptoms in older adult BCS and non-cancer controls. Nurses are in an ideal position to screen older adult BCS and non-cancer controls at risk for depressive symptoms.

Physical activity status in relation to quality of life and dietary habits in breast cancer survivors: subset analyses of KROG 14-09 nationwide questionnaire study

PURPOSE

We investigated the relationship of physical activity with dietary habits and quality of life (QoL) in breast cancer survivors in accordance with the recommendations of the American Cancer Society.

METHODS

Data of 928 breast cancer survivors were obtained from the KROG 14-09 study to measure QoL in early phase after adjuvant radiotherapy. According to the extent of physical activity, survivors were divided into four groups: inactivity (0-149 min/week, N = 144), regular activity (150-450 min/week, N = 309), moderate activity (451-900 min/week, N = 229), and marked activity (901-1800 min/week, N = 164) excluding hyperactivity (> 1800 min/week, N = 82) as it is a difficult condition to recommend to survivors. Global physical activity questionnaire, 5-dimensional questionnaire by EuroQoL (EQ-5D-3L), QoL Questionnaire-breast cancer (QLQ-BR23) from EORTC, and dietary habits were surveyed. A linear-to-linear association test for EQ-5D-3L and Kruskal-Wallis analysis for QLQ-BR23 and dietary habit were conducted.

RESULTS

Overall, 15.5% respondents (144/928) were classified as physically inactive. The trends of frequent intake of fruits (p = 0.001) and vegetable (p = 0.005) and reluctance toward fatty food (p < 0.001) were observed in physically active groups. Mobility (p = 0.021) and anxiety (p = 0.030) of EQ-5D-3L, and systemic therapy side effect (p = 0.027) and future perspective (p = 0.008) of QLQ-BR23 were better in physically active groups besides body image (p = 0.003) for the survivors with breast-conserving surgery. However, moderate and marked activities did not further improve QoL than regular activity.

CONCLUSION

Physicians and care-givers have to pay attention to inactive survivors to boost their physical activity, thereby facilitating a better QoL and dietary habit.

Quality of Patient Information by Urologists Is Associated with Mental Distress in Bladder Cancer Patients

AIMS

The study aimed to evaluate the prevalence of mental distress in patients with newly diagnosed bladder cancer, the cancer-information search behavior, and the influence of information seeking on distress.

METHODS

One hundred and one bladder cancer patients answered 2 established questionnaires ("Hospital Anxiety and Depression Scale" [HADS] and the "Fragebogen zur Belastung von Krebskranken" [FBK-R23]) for evaluation of mental distress and a self-developed questionnaire with questions concerning information seeking and socioeconomic facts.

RESULTS

Regarding risk group stratification, 57.4% were classified as high-risk and 42.6% as low-risk tumor-bearing patients. Analysis of mental distress showed that 23.2% had a score above the HADS-A cutoff, 25.3% above the HADS-D cutoff, and 21.4% showed a pathologic FBK-R23 score. Overall, 75% felt well informed about their illness. Risk group stratification did not correlate with HADS-A, HADS-D, or FBK-R23 score. Furthermore, active search for information or the use of the Internet did not correlate with the HADS-A, HADS-D, or FBK-R23 score. However, the quality of the urologist's information and the feeling of being informed correlated with the grade of mental distress.

CONCLUSION

Besides the treatment of bladder cancer, informing the patient about the disease in a psychologically wholesome manner and working together with psycho-oncologically trained psychologists are essential tasks for the treating urologist.

Adherence to the American Cancer Society Guidelines for Cancer Survivors and Health-Related Quality of Life among Breast Cancer Survivors

The development and validation of guidelines for breast cancer survivors are of importance due to the increased survival rate for breast cancer. In this cross-sectional study, we aimed to examine the association between adherence to the American Cancer Society (ACS) guidelines for cancer survivors and health-related quality of life (HRQoL). A total of 618 breast cancer survivors aged 30 to 81 years who had been diagnosed with stage I to III primary breast cancer and had surgery at least a year before enrollment were included. The participants completed the 36 Item Short-Form Health Survey (SF-36) to evaluate HRQoL, and adherence scores were calculated based on the Nutrition and Physical Activity Guidelines for Cancer Survivors, which were released by the ACS. Increasing adherence scores were associated with increasing scores on the physical component summary (PCS) and the physical functioning (PF), bodily pain (BP), and vitality (VT) domains (p for trend <0.001 for PCS and PF, 0.01 for BP, and 0.02 for VT); these scores were mainly driven by the associations among survivors with stage II–III cancer. Further prospective studies are needed to evaluate whether adherence to these guidelines improves HRQoL scores among breast cancer survivors.

Quality of life and fear of disease progression are associated with aspects of health literacy in men with prostate cancer from Germany

PURPOSE

Our research aimed to identify whether specific aspects of health literacy (HL) are associated with quality of life (QOL) and fear of progression (FOP) in men with prostate cancer (PC).

METHODS

We conducted a cross-sectional study. Regarding HL, we surveyed communication skills, guideline awareness, and knowledge in several domains: PC, health care system, own physical condition, dealing with health problems. Research questions were addressed using regression models for QOL and FOP including sociodemographic and disease-related variables as additional predictors.

RESULTS

One thousand five hundred seventy-seven men completed the questionnaire. Better QOL was statistically significant associated with communication skills (OR 2.24; CI 1.57-3.21), knowledge of dealing with health problems (OR 2.54; CI 1.74-3.72), and knowledge of own physical condition (OR 0.63; CI 0.42-0.95). FOP decreased with increasing communication skills (β - 0.09; CI - 0.15 to - 0.04), knowledge of health care system (β - 0.07; CI - 0.12 to - 0.02), and knowledge of dealing with health problems (β - 0.21; CI - 0.27 to - 0.15). It increased with guideline awareness (β 0.07; CI 0.02-0.11), PC knowledge (β 0.11; CI 0.06-0.16), and knowledge about own physical condition (β 0.11; CI 0.05-0.17).

CONCLUSIONS

The findings lead to the hypothesis that some aspects of HL may have a positive and some a negative influence on men with PC. Men should not be overwhelmed by a recommendation for self-observation or by promotion of PC knowledge. Interventions are needed that provide knowledge for managing health problems. Communication in health care should be tailored to men's needs.

Multiple exposure to environmental factors and variations in CYP27B1 and the microRNA-binding site of IL-13 are associated with breast cancer risk

Purpose

Several molecular epidemiology studies have evidenced an association of environmental factors and genetic polymorphisms with breast cancer (BC) risk. However, most have considered the functions of a single element rather than combined effects.

Methods

This case‐control study of 693 newly‐diagnosed BC cases and 714 cancer‐free controls evaluated the effect of multiple exposures to environmental factors and polymorphisms in CYP27B1 and IL‐13 on BC risk. Genotypes were detected using TaqMan genotyping. Combinations and interactions were analyzed using cross‐over analysis and multivariate logistic regression. Combining exposure models were assessed using classification and regression tree and multivariate logistic regression analyses.

Results

No significant independent association was observed for any polymorphism in CYP27B1 or IL‐13 with the risk of BC. However, significant combined effects were noted for ≥1 time/wk physical activity with rs10877012 (adjusted odds ratio [OR_adj] = 0.21, 95% confidence interval [CI] = 0.11‐0.39) and rs4646536 (OR_adj = 0.21, 95% CI = 0.11‐0.39) in CYP27B1. Furthermore, taking garlic ≥4 times/wk, ≥1 time/wk physical activity, and a psychological index score ≥33 all displayed significant combined effects with three IL‐13 polymorphisms. These relationships remained significant after Bonferroni correction for multiple comparisons. Combining exposure models indicated that compared with consuming garlic ≥4 times/wk, five models (model 5, OR_adj = 2.94, 95% CI = 1.07‐8.06; model 6, OR_adj = 10.26, 95% CI = 5.81‐18.10; model 7, OR_adj = 5.05, 95% CI = 2.78‐9.17; model 8, OR_adj = 3.95, 95% CI = 2.79‐5.58; and model 9, OR_adj = 7.97, 95% CI = 5.26‐12.07) showed a significant increased risk.

Conclusions

Our findings suggest that personalized adjustments to diet and behavioral patterns may aid BC prevention in variant carriers of CYP27B1 and IL‐13.