Shen 2020 | Biological Aging Marker p16INK4a in T Cells and BC Risk | To conduct a two-stage study that assesses and validates the relationship between p16INK4a mRNA expression in T cells and risk of BC. | From a 2012 BC case-control study at The University of Texas, M. D. Anderson Cancer Center, N = 945 | Case-control | BC risk | Socio-economic/ Psychosocial/ Lifestyle: age, race, marital status, annual income, smoking Epigenetic: p16INK4a mRNA expression in T cells (a marker of cellular senescence) | Higher pre-treatment p16INK4a mRNA expression is associated with a 1.4 times greater increase in BC risk. Higher levels of p16INK4a mRNA expression are associated with breast tumors that are aggressive, larger in size, and have poor differentiation. Statistically significant variations in expression of p16INK4a mRNA based on age (< 51 years: OR 4.72 vs ≥ 51 years: OR 2.02, p < 0.001), race (Black: OR 3.79 vs White: OR 3.08, p = 0.021), family history (positive: OR 4.90 vs negative: OR 3.11, p < 0.001), and marital status (married: OR 4.92 vs unmarried: OR 4.27, p = 0.029) exists. Other significant variations included annual income, and smoking status. |
Chen 2023 | The Implications of Racialized Economic Segregation and Allostatic Load on Mortality in Patients with BC | To understand the relationship between racialized economic segregation, measured through ICE* and allostatic load. Additionally, to understand the relationship between ICE and overall mortality, and assess the influence of AL on the link between ICE and all-cause mortality in patients with BC. | Ohio State University Cancer Registry, N = 4296 | Cross-sectional | All-cause mortality, allostatic load, racialized economic segregation using the Index of Concentration at the Extremes (ICE) | Socio-economic/ Psychosocial/ Lifestyle: Medicaid, marital status, smoking, neighborhood segregation Cancer-related: All-cause mortality Inflammatory Biomarkers: AL [i.e., ALP, albumin, creatinine serum, heart rate, WBCC, BMI, SBP, DBP, BUN, and glucose; high AL was defined as a total AL score (range 0–10) greater than the median] | Higher AL was associated with lower ICE values (i.e., more deprived and segregated). Living in highly segregated neighborhoods is associated with 55% higher odds (OR 1.55, 95% CI 1.36–1.76) of having a high AL even after adjusting for demographic and clinical characteristics (adjusted OR 1.40, 95% CI 1.21 − 1.61). Higher racialized economic segregation was linked to being Black, having Medicaid insurance, being single/widowed/divorced, smoking, and having TNBC. Patients living in highly racially segregated neighborhoods had a 63% higher risk of all-cause mortality. |
Parente 2013 | Association between BC and allostatic load by race: National Health and Nutrition Examination Survey 1999–2008 | (1) To investigate the association of BC with AL scores, by comparing AL scores of those with a history of BC to those without, stratified by race. (2) To evaluate whether the interaction between race and BC predicts elevated AL levels. | National Health and Nutrition Examination Survey (NHANES) 1999–2008, N = 4875 | Cross-sectional | AL | Socio-economic/ Psychosocial/ Lifestyle: Black versus White women Inflammatory markers: Allostatic load [i.e., nine components and their corresponding cutoffs: SBP ≥ 140 mmHg, DBP ≥ 90 mmHg, heart rate ≥ 90 bpm, total cholesterol level ≥ 240 mg/dL, (v) HDL < 50 mg/dL, BMI ≥ 30 HbA1C ≥ 6.4%, CRP > 3 mg/ L, and albumin < 4 g/dL] | The study found a positive association between AL and BC risk in Black women (OR 2.08, 95% CI 1.02 − 4.22), but not in White women. Black women with a history of BC had a 16.4% greater likelihood of having higher AL compared to White women. In Black women having a history of BC was associated with an increased CRP and low LDL cholesterol. |
Shen 2022 | Neighborhood disadvantage and biological aging biomarkers among BC patients | To evaluate the relationship between neighborhood disadvantage and AL, TL, and global DNA methylation in leukocytes among women with BC. | From a 2012 BC epidemiological study at The University of Texas, M. D. Anderson Cancer Center, N = 906 | Cross-sectional | AL, TL, and telomerase activity in leukocytes, global DNA methylation in leukocytes | Socio-economic/ Psychosocial/ Lifestyle: Neighborhood disadvantage, BMI, physical activity, alcohol consumption, and tobacco use Inflammatory markers: AL [i.e., SBP, DBP, HDL, LDL, total cholesterol, triglycerides, waist circumference, BMI, glucose, HbA1C, albumin, eGFR, creatinine, CRP, IL-6, rest heart rate, and the history of taking medication to control metabolic diseases and hypertension Epigenetic: TL, telomerase activity in leukocytes, global DNA methylation in leukocytes | Patients from higher disadvantaged neighborhoods (which also had a higher proportion of non-Hispanic Black individuals) had significantly higher median AL levels (OR 1.35, 95%CI 1.09–1.74) and lower median global DNA methylation levels (OR 0.40, 95%CI 0.27–0.60), however no significant association was found between ADI and TL. These associations were significant even after adjusting for demographic variables and BMI, physical activity, alcohol consumption, and tobacco use (AL: OR 1.20, 95% CI 1.02–1.87; global DNA methylation: OR 0.49, 95% CI 0.33–0.65). |
Zhao 2021 | Allostatic score and its associations with demographics, healthy behaviors, tumor characteristics, and mitochondrial DNA among BC patients | To explore the associations between the AL score at the time of diagnosis and patient demographics, healthy behaviors, and aggressive breast tumor characteristics | Participants from an ongoing BC study at the University of Texas M. D. Anderson Cancer Center, N = 472 | Cross-sectional | Aggressive breast tumor characteristics based on (1) ER status (2) tumor stage: late (III) vs early (I&II); (3) tumor grade: poorly (grade 3) vs moderately and well differentiated (grade 1/2); (4) tumor size: large (≥ 2 cm) vs small (< 2 cm); and mitochondrial DNA copy number | Socio-economic/ Psychosocial/ Lifestyle: Black versus non-Hispanic White women Cancer-related: Aggressive breast tumor characteristics | AL was higher in Black and Hispanic women, those with lower levels of physical activity and those with greater alcohol consumption. Higher AL was found to be significantly associated with an increased odds of having poorly differentiated tumors (OR 1.40, 95% CI 1.28–1.62) and ER- BC in Black (OR 1.56, 95% CI 1.02–2.36). Certain mitochondrial DNA variants were also associated with greater AL. |
Aghaee 2022 | Everyday discrimination and TL in a multiethnic cohort of BCSs | To explore the relationship between two variables everyday discrimination and TL. | Equality in BC Care study (identified from the population-based Greater Bay Area Cancer Registry (GBACR, part of the NCI SEER program and the California Cancer Registry), N = 58 | Cross-sectional | Race-Related Differentially Expressed Genes in XIAP-Driven ASR Gene Set | Socio-economic/ Psychosocial/ Lifestyle: marital status, education, above poverty level income, experiences of discrimination Epigenetic: race-related differentially expressed genes | Compared to their reference categories, patients who experienced higher levels of discrimination were more likely to be married, have at least a high school diploma, be above the federal poverty level, have stage II or HER2 + BC. Higher discrimination levels were associated with longer TLs (regression coefficient = 1.04, 95% CI 1.01–1.07). The shortest telomere length was found in AA women (43% shorter compared to non-Hispanic Whites). Significant predictors of TL were discrimination, BC subtype, and race. |
Chen 2023 | An epigenome-wide analysis of SEP and tumor DNA methylation in BC patients | To conduct an epigenome-wide analysis of two of the commonly assessed SEP factors, total household income and educational attainment, using tumor DNA methylation data. | Women's Circle of Health Study (WCHS) recruited from Mount Sinai School of Medicine (MSSM) in New York, and The Cancer Institute of New Jersey (CINJ), N = 694 | Cross-sectional | DNA methylation using CpG sites | Socio-economic/ Psychosocial/ Lifestyle: income Epigenetic: DNA Methylation | This study found 25 CpG sites in the genome of differing significance linked to household income and consistent across different racial groups and estrogen receptor status, however none were linked to educational attainment. The two most important CpG sites were in genes involved in stress response, inflammation, and immune function. Higher income was linked to lower methylation of these sites, suggesting a potential association between socioeconomic factors and gene expression. |
Sánchez-Díaz 2021 | What mediates the racial/ethnic disparity in psychosocial stress among BC patients? | Consider the stress of female authority in managerial occupations and the stress of caring in professional occupations as gendered stress processes that can increase BC risk via prolonged exposure of breast tissue to the antiapoptotic and proliferative effects of chronically elevated cortisol (in White women) | The BC Care in Chicago (BCCC), a population-based, cross-sectional study of newly diagnosed BC patients, N = 989 | Cross-sectional | Psychosocial stress (Cohen Perceived Stress Subscale), loneliness (UCLA Felt Loneliness Scale), psychological Consequences (Cockburn Psychological Consequences Scale), SEP, and social support | Socio-economic/ Psychosocial/ Lifestyle: SEP and social support Stress: Psychosocial stress, loneliness, psychological consequences, SEP, and social support | Patients who were younger, Hispanic, or non-Hispanic Black, and of low SEPs, reported higher rates of psychosocial stress. Later stage at diagnosis was linked to greater perceived stress and psychological consequences. Additionally, having greater unmet support needs was associated with higher psychosocial stress. The association with race/ethnicity was reduced or eliminated when controlling for SES, and path models revealed the racial disparities in psychosocial stress can be attributed to SES. |
Sheppard 2014 | The importance of contextual factors and age in association with anxiety and depression in Black BC patients | To identify contextual and healthcare process of care factors associated with anxiety and depression levels in newly diagnosed Black patients with BC to aide providers in identifying and addressing women who require the greatest support. | AA/Black women from clinic sites with invasive non-metastatic BC, N = 82 | Cross-sectional | Symptoms of anxiety and depression were measured using the Hospital Anxiety and Depression Scale (HADS), contextual factors, process of care factors | Socio-economic/ Psychosocial/ Lifestyle: Age, medical mistrust, barriers to care Depression/Anxiety: Hospital Anxiety and Depression Scale (HADS) | In this sample of Black women, roughly 12% and 10% of women had clinically significant levels of anxiety, and significant depression levels, respectively. A third of women had borderline significant levels of depression or anxiety. Higher depression and anxiety were associated with more medical mistrust and greater barriers to care. Medical mistrust, age, and a positive attitude were significant predictors for both depression and anxiety. |
Vin-Raviv 2013 | Racial Disparities in Posttraumatic Stress After Diagnosis of Localized BC: The BQUAL Study | To investigate the prevalence, racial disparities, and potential risk factors of PTSD symptoms among women with BC, | BC Quality of Care Study (BQUAL), N = 1479 | Cross-sectional | PTSD symptoms assessed at three time points using the Impact of Event Scale (IES) | Socio-economic/ Psychosocial/ Lifestyle: PTSD symptoms: recurrent thoughts, nightmares about the cancer diagnosis, avoidance of reminders of cancer, and feelings of hyperarousal Stress: IES | This study found that almost 25% of patients reported symptoms consistent with PTSD shortly after diagnosis. Black (OR 1.48 vs White, 95% CI 1.04–2.10) and Asian OR 1.69 vs White, 95% CI 1.10–2.59), as well as younger women more likely to experience PTSD compared to White women and women who were older. The most common symptoms reported included recurrent thoughts, nightmares about the cancer diagnosis, avoidance of reminders of cancer, and feelings of hyperarousal. |
Armour-Burton 2020 | Black Feminist Thought A Paradigm to Examine BC Disparities | To describe the essence of life within intersectionality between identities of race, gender, and social class among a group of AA women with BC, and to investigate the impact of this intersectionality in psychological well-being. | AA women recruited from support groups, churches, and nursing organizations across the US, N = 10 | Cross-sectional, Qualitative | N/A | Socio-economic/ Psychosocial/ Lifestyle: altruism, marginalization (oppressive behavior leading to decreased access and feeling powerless), existential invisibility (feeling ignored despite being vitally important), and silent strength (a need for strength driven by historical struggle) | In this qualitative study of AA women with BC, four main themes emerged: altruism, marginalization (oppressive behavior leading to decreased access and feeling powerless), existential invisibility (feeling ignored despite being vitally important), and silent strength (a need for strength driven by historical struggle). |
Mollica 2015 | Transition From Patient to Survivor in AA BCSs | To examine the experience of AA women as they transition from BC patient to survivor. | Community-based AA women aged 35 to 75 years in Charleston, South Carolina, and Buffalo, New York, who had completed treatment for primary BC between 6 and 18 months prior, N = 15 | Cross-sectional, Qualitative | N/A | Socio-economic/ Psychosocial/ Lifestyle: faith, emotional needs, physical function, guidance needs after treatment | This qualitative study identified four main themes: perseverance through struggles supported by reliance on faith, persistent physical issues, anticipatory guidance needed after treatment, and emotional needs as important as physical |
Madison 2021 | Distress Trajectories in Black and White BCSs: From Diagnosis to Survivorship | To examine distress trajectories after diagnosis of breast through survivorship in Black and White women | Ohio State University cancer clinics from a parent study, N = 195 | Longitudinal Cohort, Follow up = 6- and 18-months post-treatment | Perceived stress (Perceived Stress Scale short form), anxiety and depressive symptoms (CES-D scale), Beck Anxiety Inventory, Inflammation assay: CRP, TNF-α, IL-6, IL-1β, IL-8 | Socio-economic/ Psychosocial/ Lifestyle: Black compared to white patients Depression/Anxiety: Anxiety and depressive symptoms Stress: Perceived stress Inflammatory markers: CRP, TNF-α, IL-6, IL-1β, IL-8 | This study found that perceived stress trajectories differed by race, with Black patients not experiencing improvements and instead having high psychological distress over time even after months of recovery and completing treatment. There were no significant differences in overall levels or trajectories of inflammatory markers like CRP level between Black and White patients. |
Crane 2019 | Trajectories of Depression and Anxiety in Latina BCSs | To identify subgroups of Latina BCSs with unique trajectories of depression and anxiety and examine predictors associated with these subgroups | Latina women receiving treatment for BC and their designated informal cancer caregivers recruited for participation in three RCTs, N = 293 | Longitudinal Cohort, Follow up = 16 weeks | Depression [CES-D scale] and anxiety [Spielberger State-Trait Anxiety Inventory (STAI) and PROMIS-Anxiety scale] | Socio-economic/ Psychosocial/ Lifestyle: Sociodemographic characteristics (i.e., age, rurality, income, employment, marital status, education level) social well-being (sub-scale of the QOL Instrument–BC) Depression/Anxiety: CES-D, STAI, PROMIS-Anxiety | This study identified three depression trajectories in Latina BCSs: 78% with low/moderate stable depression, 7% with high-improving depression, and 15% with high-stable depression. Age, social, well-being, chemotherapy, and baseline depression were significant predictors of depression trajectories Additionally, three anxiety trajectories were identified: 73% with low-stable anxiety, 18% with high-improving anxiety, and 9% with high-worsening anxiety, with baseline anxiety being the only significant predictor. |
Pudrovska 2013 | Higher-status occupations and BC: A life-course stress approach | To explore the effect of occupation on BC incidence and while considering the stress of female authority in managerial occupations, the stress of caring in professional occupations, and gendered stress processes. | The Wisconsin Longitudinal Study (WLS) who participated in 1975, 1993, and 2004, and women who died of BC any time after 1975, N = 3682 | Longitudinal Cohort, Follow up = 54 years (1957–2011) | BC incidence | Socio-economic/ Psychosocial/ Lifestyle: professional status/attainment Cancer-related: BC incidence Inflammatory markers: cortisol | This study found that women in professional and managerial occupations had a significantly higher risk of developing BC (HR 1.57, 95% CI: 1.12–2.18) compared to women in lower-status occupations and housewives likely due to demanding work environments that lead to hormonal dysregulation and increased exposure to stress hormones like cortisol. |
Xing 2020 | Pre-diagnostic AL as a Predictor of Poorly Differentiated and Larger Sized BCs among Black Women in the Women's Circle of Health Follow-Up Study | To explore the association of pre-diagnostic AL measures with several unfavorable tumor clinicopathologic features, namely invasive tumor behavior, higher tumor grade, larger tumor size, and ER- among women with BC | AA/Black Women from the Women's Circle of Health Follow-Up Study (WCHFS) and New Jersey State Cancer Registry, N = 638 | Prospective Cohort, Follow up = 2- and 3-year post-diagnosis | Unfavorable tumor characteristics defined based on four clinicopathologic features: (i) tumor behavior [invasive (stages I, II, and III) vs. noninvasive (stage 0 or DCIS)]; (ii) tumor grade [poorly differentiated (grade 3) vs. well and moderately differentiated (grades 1 and 2)]; (iii) tumor size (2 cm vs. <2 cm); and (iv) ER status | Cancer-related: Unfavorable tumor characteristics | This study found that Black women with higher AL before their diagnosis were more likely to develop poorly differentiated, faster growing, and larger sized breast tumors; this relationship remained significant even after adjusting for other known risk factors for BC. |
Slattery 2014 | Diet and lifestyle factors interact with MAPK genes to influence survival: the BC Health Disparities Study | To examine the association between variants in MAPK genes and survival after diagnosis with BC in NHW and US Hispanic/NA women, a genetically admixed population. Hypothesized that certain diet and lifestyle factors associated with activation of this signaling pathway would interact with genetic variation in MAPK genes to alter survival in women diagnosed with BC. | 4-Corners BC Study (4-CBCS) and the San Francisco Bay Area BC Study (SFBCS), N = 2337 | Retrospective Case-Control, time = 1997–2004 | Survival (in months) | Socio-economic/ Psychosocial/ Lifestyle: age, disease stage, diabetes, smoking, vitamin C intake, alcohol consumption, menopausal status Cancer-related: Survival Epigenetic: MAPK genes, NA ancestry | Women with low Native-American ancestry exhibited several MAPK genes associated with both BC-specific and all-cause mortality. Even after adjusting for disease stage, diet and lifestyle factors influenced survival across all ethnic groups specifically greater age, advanced disease stage, a history of diabetes, and lower vitamin C intake for both NHW and Hispanic/NA women; cigarette smoking and higher BMI for NHW women's and premenopausal status and long-term alcohol consumption affected Hispanic/NA women. Genetic and lifestyle interactions, particularly with MAPK genes like MAP2K1, MAP3K9, and MAPK12, played a role in mortality risks, with stronger associations in women with low NA ancestry |
Lawrence 2023 | Stressful Life Events, Social Support, and Incident BC by ER Status | To investigate the relationship between stressful life events and BC incidence by ER status in postmenopausal women and to understand the link between chronic psychosocial stress and incident BC vary by ER status. | Women's Health Initiative Observational Study enrolled from 40 different clinic sites (WHI-OS), N = 76,951 | Prospective Cohort, follow up = 15–20 years depending on when each participant enrolled. | Incident BC | Socio-economic/ Psychosocial/ Lifestyle: stressful life events Stress: number of stressful life events (questionnaire adapted from the Beta-Blocker Heart Attack Trial) Cancer-related: BC incidence | This study found no independent association between the number of stressful life events and overall risk of developing cancer. However, it did find that women who experienced higher number of stressful like events had higher risk (Quartile 4 vs. Quartile 1; HR 1.30; 95% CI, 1.01–1.68; Ptrend = 0.050) of developing ER- BC. |
Barber 2021 | Neighborhood disadvantage and individual-level life stressors in relation to BC incidence in US Black women | To investigate the association of individual-level and neighborhood-level psychosocial stress factors with risk of ER+, ER- and TNBC in Black women. | Black Women's Health Study (BWHS), a prospective cohort study of women from across the US who self-identified as Black, N = 57,442 | Prospective Cohort, Follow up = every 2 years | Incident invasive BC | Socio-economic/ Psychosocial/ Lifestyle: neighborhood characteristics, early life stress/abuse, education Cancer-related: BC incidence | Certain individual and neighborhood- level factors are associated with increased risk of BC, these include marital status, education level, and neighborhood SES. Black women who live in disadvantaged neighborhoods have a greater risk of ER- BC (HR 1.26 95 CI 1.00-1.58) compared to those living in higher advantaged neighborhoods. Early life stressors such as childhood sexual abuse (sexual assault ≥ 4 times vs. no abuse: HR 1.35, 95% CI 1.01–1.79) and marital status (married/living together vs. single: HR 1.29, 95% CI 1.08–1.53) were linked to an increased risk of ER + BC but did not show a significant association with ER- BC. |
Obeng-Gyasi 2023 | Association of AL With All-Cause Mortality in Patients with BC | To examine the association between AL and all-cause mortality in patients with BC. | Ohio State University Cancer Registry, N = 2869 | Retrospective cohort, time = 2012–2020 | All-cause mortality | Socio-economic/ Psychosocial/ Lifestyle: marital status, insurance coverage Cancer-related: All-cause mortality | Higher AL was observed in patients who were older, single, government insured (Medicaid aRR 1.14; 95% CI, 1.07–1.21; Medicare aRR 1.11, 95% CI 1.03–1.19) non-Hispanic Black (aRR 1.11, 95% CI 1.04–1.18), and with fewer comorbidities. Furthermore, higher AL was linked to increased risk of all-cause mortality even after adjusting for covariates (HR 1.46, 95% CI 1.11–1.93). |
AlAbo 2022 | ASR genes associated with BC subtypes and survival outcomes reveal race-related differences | To investigate the expression profile of the XIAP-driven ASR gene set in BC subtypes, identify race-related differentially expressed genes within this gene set, and determine associations between ASR gene expression and poor survival outcomes. | Data generated by the Cancer Genome Atlas Program (TCGA) Research Network, N = 1222 | Retrospective cohort, time = up to 2021 | BC subtypes | Cancer-related: BC subtypes | This article focuses on the ASR pathways and their potential as biomarkers for treatment strategies to attenuate the racial disparities in BC outcomes. It suggests that disparities in BC outcomes, particularly in self-identified AA women, may be associated with factors inducing chronic stress at various levels, including societal, neighborhood, institutional, and possibly individual levels. |
*aRR: adjusted relative ratio; AA: African American; ADI: area deprivation index; ALP: alkaline phosphatase; ASR: adaptive stress response; BC: breast cancer; BCS: breast cancer survivor; BMI: body mass index; BUN: blood urea nitrogen; bpm: beats per minute; CES-D: Center for Epidemiologic Studies-Depression; CI: Confidence Interval; CRP: C-reactive protein; DCIS: ductal carcinoma in situ; DBP: diastolic blood pressure; eGFR: estimated glomerular filtration rate; ER: estrogen receptor; HbA1C: glycosylated hemoglobin; HDL: high density lipoprotein; HR: hazard ratio; ICE: index of concentration at the extremes; IL: interleukin; NA: Native American; NHW: non-Hispanic White; OR: Odds Ratio; PTSD: posttraumatic stress disorder; QOL: quality of life; RCT: randomized controlled trial; SBP: systolic blood pressure; SEER: Surveillance Epidemiology End Results; SEP: socioeconomic position; TL: telomere length; TNBC: triple-negative breast cancer; WBCC: white blood cell count |