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Peer-reviewed studies, translated into what they mean for you.

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Every recommendation in Keza ties back to one of these peer-reviewed studies. Tap any entry to open the source on PubMed. No citation is generated by AI.

99 peer-reviewed sources in libraryLive count from SupabasePublic · no sign-in required

Showing 99 of 99 studies

Racial disparities in maternal mortality 2024 — CDC NCHS

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CDC National Center for Health Statistics · CDC NCHS Health Data · 2026

Maternal mortality rate for Black women in 2024 was 44.8 deaths per 100,000 live births compared to 14.2 for White women — more than three times higher. Black women's rate was the only one that did not show a statistically significant decline.

Used in: bipoc_card_5_stat1
Open on PubMed PMID CDC-NCHS-MM-2024DOI CDC NCHS Health E-Stat 113 March 2026

Depression and anxiety in hidradenitis suppurativa — quality of life and subjective symptoms

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Szepietowska M, Krajewski PK, Pacan P et al. · Journal of Clinical Medicine · 2026

Cross-sectional study of 84 HS patients found significant associations between depression, anxiety, pain intensity, itch severity, and quality of life impairment. HS reduces QoL through physical and psychological pathways simultaneously.

Used in: mental-healthUsed in: hs
Open on PubMed PMID PMC12841886DOI 10.3390/jcm15020700

Sleep timing irregularity and cognitive performance SWAN

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Derby CA et al SWAN investigators · SLEEP Oxford Academic · 2025

Irregular sleep timing independently predicted worse cognitive performance in perimenopausal women regardless of total sleep hours. A consistent sleep schedule was more protective than sleep duration alone.

Used in: work and wellbeing screenUsed in: shift work guidanceUsed in: Roxi sleep protocols
Open on PubMed PMID 39764756DOI 10.1093/sleep/zsaf041

Cardiovascular disease risk in women with menopause

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Fasero M, Coronado PJ · Journal of Clinical Medicine · 2025

Oestrogen deficiency during menopause leads to endothelial dysfunction, increased arterial stiffness, and lipid profile deterioration including rises in total cholesterol, LDL, and triglycerides and a fall in HDL. Cardiovascular disease is the leading cause of death in women and risk begins rising during perimenopause. The Women's Ischemia Syndrome Evaluation study found young women with oestrogen deficiency face a sevenfold higher risk of coronary artery disease.

Used in: bone and heart health screen cardiovascular sectionUsed in: doctor prep cardiovascular risk questionsUsed in: Roxi heart health conversationsUsed in: monthly dashboard cardiovascular insights
Open on PubMed PMID PMC12156203DOI 10.3390/jcm14113663

Infant mortality and Black African Americans — HHS Office of Minority Health

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US Department of Health and Human Services Office of Minority Health · HHS Minority Health · 2025

In 2023 the infant mortality rate for Black infants was 10.9 per 1,000 live births compared to 5.6 for the total population — nearly twice as high. Low birthweight mortality rate was 2.47 times higher for Black infants.

Used in: bipoc_card_5_stat2
Open on PubMed PMID HHS-OMH-IM-2025DOI HHS.OMH.INFANT.2025

Specialized pro-resolving lipid mediators and dietary omega-3 fatty acids in selected inflammatory skin diseases including hidradenitis suppurativa - systematic review

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Bielach-Bazyluk A, Jakubowicz-Zalewska O, Mysliwiec H, Flisiak I · Antioxidants · 2025

Systematic review covering omega-3 fatty acids and specialized pro-resolving mediators in inflammatory skin diseases including hidradenitis suppurativa. Preclinical data consistently demonstrates that omega-3-derived mediators modulate key inflammatory pathways relevant to HS. Human studies show altered lipid mediator profiles in HS patients characterised by reduced omega-3-derived anti-inflammatory compounds. Evidence supports omega-3 supplementation as a low-risk adjunct to HS management.

Used in: HS nutrition guidanceUsed in: herbal and nutrition screen omega-3 card for HS usersUsed in: Roxi HS dietary conversations
Open on PubMed PMID PMC12837189DOI 10.3390/antiox15010009

Cognitive behavioural therapy for menopausal symptoms — systematic review of efficacy in improving quality of life

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Mollaahmadi F et al. · BMC Women's Health · 2025

Systematic review of 16 RCTs involving 910 women found CBT significantly improves vasomotor symptoms, anxiety, depression, and sleep quality. Group CBT yielded most benefit.

Used in: mental-health
Open on PubMed PMID PMC12853693DOI 10.1186/s12905-025-04142-y

Effects of physical activity on depressive and anxiety symptoms in the menopausal transition — systematic review and meta-analysis

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multiple authors · BMC Public Health · 2025

Meta-analysis of 21 RCTs involving 2020 participants showed physical activity significantly reduced depressive symptoms (SMD -0.66) and anxiety (SMD -0.55). Aerobic exercise showed superior efficacy for depression (SUCRA 78.7%).

Used in: mental-health
Open on PubMed PMID PMC11762881DOI 10.1186/s12889-025-24398-1

Risk of new-onset depression and anxiety among patients with hidradenitis suppurativa — population-based cohort study

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Holgersen N et al. · JAMA Dermatology · 2025

Population-based cohort of 10,206 Danish HS patients (1997-2022) found HS patients had significantly elevated risk of new-onset depression and anxiety. Disease severity was not an independent risk factor — even mild HS carries elevated mental health risk.

Used in: mental-healthUsed in: hs
Open on PubMed PMID 40737006DOI 10.1001/jamadermatol.2025.1234

Optimal exercise modality and dose for alleviating depressive symptoms in postmenopausal women — network meta-analysis

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multiple authors · Frontiers in Psychology · 2025

Antidepressant effect of exercise peaks at approximately 750 MET-minutes per week in postmenopausal women. Resistance exercise showed superior efficacy over aerobic alone. Effect declines above 1,130 MET-minutes — overtraining worsens mood through cortisol dysregulation.

Used in: mental-health
Open on PubMed DOI 10.3389/fpsyg.2025.1743949

Sleep disturbance and perimenopause — narrative review

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Troia L, Garassino M, Volpicelli AI et al. · Journal of Clinical Medicine · 2025

Perimenopause impacts 80 to 90 percent of women and sleep disturbances are among the most prevalent symptoms. Sleep disorders during perimenopause include insomnia, sleep-related breathing disorders, and movement disorders. Pathogenetic mechanisms include vasomotor symptoms disrupting sleep architecture, HPA axis dysregulation from cortisol changes, and circadian rhythm disruption from declining oestrogen. CBT-I and sleep hygiene are first-line non-pharmacological interventions.

Used in: sleep
Open on PubMed DOI 10.3390/jcm14051479

CBT-I effects on sleep quality and insomnia severity in menopausal women — systematic review and meta-analysis

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Multiple authors · BMC Psychiatry · 2025

Systematic review of 11 RCTs with 973 menopausal women found CBT-I significantly improved sleep quality SMD negative 1.01 and reduced insomnia severity by mean difference negative 4.49 points. Interventions ranged from 4 to 12 sessions delivered face-to-face, telephone, and online. Follow-up periods extending to 52 weeks confirmed durability of improvements.

Used in: sleep

Fezolinetant for moderate to severe vasomotor symptoms of menopause — FDA approval and SKYLIGHT clinical trial program

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Mughal ZUN, Mussarat A, Oduoye MO · Annals of Medicine and Surgery · 2024

The FDA approved fezolinetant, sold as Veozah, on May 12 2023 as the first non-hormonal neurokinin-3 receptor antagonist for treating moderate to severe vasomotor symptoms associated with menopause. Clinical trials SKYLIGHT 1, SKYLIGHT 2, and SKYLIGHT 4 demonstrated nearly 60 percent reductions in hot flash frequency and severity. This is the first FDA-approved non-hormonal mechanism-based treatment for hot flashes and represents a significant option for women who cannot or choose not to use hormone therapy.

Used in: doctor prep vasomotor questionsUsed in: Roxi hot flash treatment conversationsUsed in: treatment options contentUsed in: dismissed patient doctor scripts
Open on PubMed PMID 40901162DOI 10.1097/MS9.0000000000002474

Insights into gut microbiome composition in hidradenitis suppurativa — dietary habits and environmental influences

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Wollina U et al. · Nutrients · 2024

Cohort study of 80 participants equally divided between HS patients and healthy controls. HS patients showed significantly higher sugar and milk consumption. The study identified correlations between dietary habits and gut bacterial composition in HS. This adds a gut-skin axis dimension to HS dietary guidance, suggesting that gut dysbiosis may contribute to HS inflammation alongside the established androgen and insulin pathways.

Used in: HS condition analysis additional dietary guidanceUsed in: HS nutrition guide gut health sectionUsed in: Roxi HS dietary conversations
Open on PubMed PMID PMC11174550DOI 10.3390/nu16111776

Effects of soy isoflavones on menopausal symptoms in perimenopausal women — systematic review and meta-analysis

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Systematic review team, published 2024, PRISMA methodology · Published in peer-reviewed journal, PMC12296567 · 2024

Meta-analysis of 12 eligible studies with 533 participants found soy isoflavones were statistically effective for treating menopausal symptoms with a small to moderate effect size. However, this finding exists alongside the 2007 Cochrane review finding no conclusive evidence across 30 RCTs. The evidence on phytoestrogens remains genuinely contested because only 30 to 50 percent of women produce equol, the active metabolite of soy isoflavones, meaning individual response is highly variable. Both studies belong together in the app to show users the honest conflicted picture.

Used in: phytoestrogen recommendation cards alongside STUDY007 to present both sides accuratelyUsed in: research transparency screen
Open on PubMed PMID PMC12296567DOI Available via PMC record

Benefits and risks of menopause hormone therapy for the cardiovascular system — systematic review and meta-analysis

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Gu Y, Han F, Xue M, Wang M, Huang Y · BMC Women's Health · 2024

Systematic review of 33 RCTs involving 44,639 postmenopausal women with a mean age of 60.3 years. Found no significant difference between hormone therapy and placebo in all-cause death or cardiovascular events overall. However, the timing of initiation matters significantly — women who begin hormone therapy closer to menopause onset show more favourable cardiovascular outcomes than those who start later. This is the evidence base for the timing hypothesis used in clinical practice.

Used in: doctor prep HRT timing questionsUsed in: bone and heart health screen hormone therapy sectionUsed in: Roxi conversations about treatment options and timing
Open on PubMed PMID PMC10804786DOI 10.1186/s12905-023-02788-0

Hair product use and urinary biomarker concentrations of non-persistent endocrine disrupting chemicals among reproductive-aged Black women

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Schildroth S, Geller RJ, Wesselink AK et al · Chemosphere · 2024

Hair product use was associated with higher biomarker concentrations of multiple phthalates, phenols, and parabens in Black women, confirming hair products as a major exposure source for hormonally active chemicals.

Used in: bipoc_card_3Used in: bipoc_card_5_stat6
Open on PubMed PMID 38810806DOI 10.1016/j.chemosphere.2024.142442

The association of race, ethnicity, and socioeconomic status on the severity of menopause symptoms: a study of 68,864 women

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Kochersberger A, Coakley A, Millheiser L, Morris JR, Manneh C, Jackson A, Garrison JL, Hariton E · Menopause · 2024

Largest published dataset by race/ethnicity (68,864 women over 4 years). Black women significantly more likely to report hot flashes; Latina and mixed-race more likely to report hair/skin changes; Indigenous more likely to report pain with intercourse. Differences persist after controlling for SES.

Used in: cohort comparison cardsUsed in: perimenopause assessment
Open on PubMed PMID 38652870DOI 10.1097/GME.0000000000002349

Maternal Mortality Rates in the United States, 2022

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Hoyert DL · CDC/NCHS Health E-Stats · 2024

US maternal mortality rate 22.3/100k in 2022; Black women 49.5/100k, White women 19.0/100k — a 2.6-fold racial disparity that has persisted for decades.

Used in: cohort_comparison

Maternal Deaths and Mortality Rates: Each State, the District of Columbia, United States, 2018–2022

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CDC National Center for Health Statistics · CDC/NCHS · 2024

Maternal mortality varied four-fold across US states; California 10.5, Alabama 38.6, Arizona 30.0 per 100,000 live births (2018–2022 aggregate).

Used in: cohort_comparison

Where You Live Matters: Maternity Care in Texas

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March of Dimes · March of Dimes PeriStats State Report · 2024

46.5% of Texas counties are maternity care deserts vs 32.6% nationally; Texas women face very high vulnerability to adverse birth outcomes.

Used in: cohort_comparison

Trends in Postpartum Depression by Race, Ethnicity, and Prepregnancy Body Mass Index

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Hollenbach SJ, Brueggmann D, Obi T, Stanhope KK · JAMA Network Open · 2024

PPD rates rose across all racial/ethnic groups 2015–2021; steepest increases in Black and Asian/Pacific Islander women; N > 2.9 million births.

Used in: cohort_comparison
Open on PubMed PMID 39565621DOI 10.1001/jamanetworkopen.2024.46344

Hysterectomy Among Women Age 18 and Older: United States, 2021

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Gorina Y, Elgaddal N, Weeks JD · CDC/NCHS Data Brief No. 494 · 2024

Non-Hispanic Black women had the highest hysterectomy prevalence of any racial/ethnic group in the 2021 National Health Interview Survey; non-Hispanic Asian women the lowest.

Used in: cohort_comparison

Effectiveness of CBT for insomnia in menopausal women — scoping review

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multiple authors · Life MDPI · 2024

CBT-I significantly improves sleep quality and reduces insomnia severity in menopausal women. More effective than sleep restriction therapy and sleep hygiene alone. Improvements persisted up to six months post-treatment.

Used in: mental-health
Open on PubMed PMID PMC11595697DOI 10.3390/life14111405

Impact of menopause symptoms on work outcomes Mayo Clinic HERO study

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Faubion SS, Kling JM, Bhattacharya R et al · Mayo Clinic Proceedings · 2023

Survey of 4440 employed women aged 45 to 60. Menopause symptoms significantly associated with absenteeism, reduced productivity, and work limitations. Women with moderate to severe symptoms were significantly more likely to reduce hours or consider leaving employment.

Used in: work and wellbeing screenUsed in: home screen work hours alertUsed in: Roxi work conversations
Open on PubMed PMID 37115119DOI 10.1016/j.mayocp.2023.02.025

Update on hormonal therapy in hidradenitis suppurativa

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Karagaiah P, Daveluy S, Ortega Loayza A et al · Journal of Drugs in Dermatology · 2023

Androgens drive HS pathogenesis. Antiandrogen therapy including spironolactone shows significant improvement. Combined oral contraceptives with high oestrogen to progesterone ratio reduce abscess and nodule counts in a 12 week study.

Used in: HS conditions analysisUsed in: location correlationUsed in: doctor prep HS questions
Open on PubMed PMID 37037483DOI 10.36849/JDD.6235

Cardiometabolic disease risk in women with premature or early menopause — systematic review and meta-analysis

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Liu J, Jin X, Liu W, Chen W, Wang L, Feng Z, Huang J · Frontiers in Cardiovascular Medicine · 2023

Women with premature or early menopause before age 45 have significantly elevated long-term risk of type 2 diabetes, hypertension, hyperlipidaemia, and cardiovascular events compared to women with menopause at age 45 or older. This meta-analysis quantifies the additional cardiometabolic burden of early hormonal transition and supports earlier preventive intervention.

Used in: POI education card cardiovascular contentUsed in: post-menopause cardiovascular guidanceUsed in: doctor prep questions for under-45 usersUsed in: Roxi POI conversations
Open on PubMed PMID PMC10072266DOI 10.3389/fcvm.2023.1131251

Comparative efficacy of different resistance training protocols on bone mineral density in postmenopausal women — systematic review and network meta-analysis

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Wang Z, Zan X, Li Y, Lu Y, Xia Y, Pan X · Frontiers in Physiology · 2023

Systematic review and network meta-analysis of 19 RCTs including 919 subjects found that resistance training significantly improves bone mineral density in postmenopausal women. Multicomponent training combining resistance, balance, and aerobic elements demonstrated the greatest efficacy for femoral neck bone mineral density. Single-modality exercise alone is less effective than combined approaches.

Used in: bone health exercise recommendationsUsed in: cycle sync movement guidance for bone protectionUsed in: doctor prep bone health questions
Open on PubMed PMID PMC9941565DOI 10.3389/fphys.2023.1105303

Systematic exclusion at study commencement masks earlier menopause for Black women in SWAN

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Reeves AN, Gottlieb BR, Mishra GD, Harlow SD · International Journal of Epidemiology · 2023

After correcting for selection biases, Black women had earlier natural and surgical menopause by an average of 1.2 years versus White women. Uncorrected studies underestimate racial disparities in menopause timing.

Used in: bipoc_card_1Used in: bipoc_card_5
Open on PubMed PMID PMC10555828DOI 10.1093/ije/dyad075

Racial disparities in uterine fibroids and endometriosis: a systematic review and application of social, structural, and political context

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Katon JG, Plowden TC, Marsh EE · Fertility and Sterility · 2023

Systematic review of studies from 1995 to 2022. Black women consistently had higher fibroid prevalence than White women. Black women experienced significantly worse surgical outcomes for fibroids compared to White women. Disparities linked to differential access to healthcare and bias within the healthcare system. Free PMC article.

Used in: bipoc_card_4Used in: bipoc_card_5_stat4
Open on PubMed PMID 36682686DOI 10.1016/j.fertnstert.2023.01.022

2023 International evidence-based guideline for the assessment and management of polycystic ovary syndrome

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Teede HJ, Tay CT, Laven JJE et al · Fertility and Sterility · 2023

International evidence-based guideline on PCOS from the International PCOS Network involving 39 organisations and 6,000 women with lived experience. Updated recommendations on PCOS diagnosis, screening for metabolic and psychological comorbidities, lifestyle management as first-line treatment, and pharmacological options. Recognises significant ethnic variation in PCOS presentation and emphasises psychological wellbeing as a core management component.

Used in: PCOS condition analysisUsed in: Roxi PCOS conversationsUsed in: doctor prep PCOS questionsUsed in: conditions tab
Open on PubMed PMID 37354683DOI 10.1016/j.fertnstert.2023.07.025

Racial and Ethnic Disparities in Polycystic Ovary Syndrome

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Cooney LG, Dokras A · Seminars in Reproductive Medicine · 2023

Black and Hispanic women with PCOS carry greater metabolic burden and face systematic underdiagnosis compared to White women.

Used in: cohort_comparison
Open on PubMed PMID 36702345DOI 10.1055/s-0043-1760864

Mindfulness-based interventions for anxiety, depression, stress, and mindfulness in menopausal women — systematic review and meta-analysis

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Liu H, Cai K, Wang J, Zhang H · Frontiers in Public Health · 2023

Meta-analysis of multiple RCTs found mindfulness-based interventions significantly reduced anxiety (SMD -1.03), depressive symptoms (SMD -0.91), and perceived stress (SMD -0.85) in menopausal women. High adherence rate of 79% and low attrition confirmed feasibility. Mindfulness activates the parasympathetic nervous system, lowers cortisol, and dampens amygdala reactivity.

Used in: mental-health
Open on PubMed PMID 36733289DOI 10.3389/fpubh.2022.1045642

Depression and anxiety in hidradenitis suppurativa patients — cross-sectional study

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Matusiak L, Bieniek A, Szepietowski JC · Postepy Dermatologii i Alergologii · 2023

Cross-sectional study of 114 HS patients found 41.2% showed depression symptoms and 40.4% had anxiety. Most HS patients with psychological comorbidities were not receiving any psychological support.

Used in: mental-healthUsed in: hs
Open on PubMed PMID PMC9993216DOI 10.5114/ada.2022.117310

Menstrual cycle-related changes in HPA axis reactivity to acute stress — systematic review and meta-analysis

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Klusmann H, Luecking N, Engel S et al. · Neuroscience and Biobehavioral Reviews · 2023

Systematic review of 12 longitudinal studies found significantly higher cortisol reactivity to stress in the luteal phase than follicular phase. Basal cortisol higher in the premenstrual period. Gonadal steroids are potent modulators of HPA axis functioning — stress hits harder in late luteal, the same window when HS and perimenopause symptoms peak.

Used in: mental-healthUsed in: cycle-sync
Open on PubMed PMID 37149074DOI 10.1016/j.neubiorev.2023.105212

Hidradenitis suppurativa and sleep — systematic review

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Yeroushalmi S, Ildardashty A, Elhage KG et al. · Archives of Dermatological Research · 2023

Systematic review confirmed patients with HS report significantly poorer sleep quality than controls. Pain was the primary driver of poor sleep in HS with both sleep onset insomnia and sleep maintenance insomnia common. 55.2 percent of HS patients reported sleeping less than 6 hours per night at least three times per week. Sleep disruption in HS creates a cycle — poor sleep increases inflammatory cytokines which worsen HS which further disrupts sleep.

Used in: sleep
Open on PubMed DOI 10.1007/s00403-022-02460-x

Menopause is associated with an altered gut microbiome and estrobolome with implications for adverse cardiometabolic risk

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Peters BA, Lin J, Qi Q, Usyk M, Isasi CR, Mossavar-Rahmani Y, Derby CA, Santoro N, Perreira KM, Daviglus ML, Kominiarek MA, Cai J, Knight R, Burk RD, Kaplan RC · mSystems · 2022

Large study of Hispanic and Latino women found that the postmenopausal gut microbiome becomes more similar to the male gut microbiome. Menopause depletes specific gut bacteria and decreases the hormone-related metabolic potential of the gut microbiome. These changes were associated with adverse cardiometabolic risk. The gut microbiome plays a direct role in how women process and recirculate oestrogen during and after the menopausal transition.

Used in: nutrition guide fermented foods and fibre recommendation cardsUsed in: Roxi gut health conversationsUsed in: follicular phase nutrition guidanceUsed in: estrobolome explanations
Open on PubMed PMID 35420467DOI 10.1128/msystems.00273-22

Spotlight on the gut microbiome in menopause — current insights

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Peters BA, Santoro N, Kaplan RC, Qi Q · International Journal of Women's Health · 2022

The estrobolome — the collection of bacterial genes capable of deconjugating oestrogens in the gut — modulates how much oestrogen circulates in the bloodstream versus being excreted. During menopause, declining oestrogen changes gut microbial composition which may in turn worsen menopause-related symptoms including weight gain, bone loss, and cardiovascular risk. Prebiotics and probiotics including Lactobacillus strains have been shown to improve metabolic and overall health in menopausal women.

Used in: nutrition guide probiotic and prebiotic recommendation cardsUsed in: conditions tab gut health sectionUsed in: Roxi conversations explaining why fermented foods and fibre matter specifically during perimenopause
Open on PubMed PMID 36017481DOI 10.2147/IJWH.S340491

Disparities in reproductive aging and midlife health between Black and White women — SWAN

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Harlow SD, Burnett-Bowie SM, Greendale GA, Avis NE, Reeves AN, Richards TR, Lewis TT · Women's Midlife Health · 2022

25-year SWAN cohort review found Black women experience more severe vasomotor symptoms, longer perimenopause transition, greater sleep disruption, worse cardiometabolic outcomes, and earlier menopause onset than White women. Structural racism identified as major contributing factor.

Used in: bipoc_card_1Used in: roxi_bipocUsed in: staging_bipoc
Open on PubMed PMID 36271444DOI 10.1186/s40695-022-00082-x

The Impact of Race and Ethnicity on Use of Minimally Invasive Surgery for Myomas

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Schneyer RJ, Greene NH, Wright KN, Truong MD, Molina AL, Tran K, Siedhoff MT · Journal of Minimally Invasive Gynecology · 2022

Retrospective cohort study of 1,311 women at Cedars-Sinai. 81 percent of White women received minimally invasive surgery versus only 57 percent of Black women and 65 percent of Hispanic women for uterine fibroid treatment. Disparities persisted after controlling for insurance type and fibroid size. Black and Hispanic women were also less likely to have surgery performed by a subspecialty-trained minimally invasive gynecologic surgeon.

Used in: bipoc_card_4Used in: bipoc_card_6_scripts
Open on PubMed PMID 35793780DOI 10.1016/j.jmig.2022.06.025

Use of straighteners and other hair products and incident uterine cancer

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Chang CJ, O'Brien KM, Keil AP, Gaston SA, Jackson CL, Sandler DP, White AJ · Journal of the National Cancer Institute · 2022

NIH Sister Study of 33,497 women found frequent users of chemical hair straighteners had more than double the risk of uterine cancer; 60 percent of frequent users were Black women, identifying chemical straighteners as a contributor to uterine cancer disparities.

Used in: BIPOC section
Open on PubMed PMID 36245087DOI 10.1093/jnci/djac165

The 2022 Hormone Therapy Position Statement of The North American Menopause Society

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The Menopause Society formerly NAMS Advisory Panel · Menopause - The Journal of The Menopause Society · 2022

Comprehensive evidence synthesis and clinical position statement on menopausal hormone therapy endorsed by more than 20 medical organisations. Concludes that for healthy women under 60 or within 10 years of menopause onset, the benefits of hormone therapy for vasomotor symptoms outweigh the risks in most cases. The timing hypothesis - that earlier initiation produces more favourable outcomes - is supported by Level 1 evidence. Represents the current gold standard clinical guidance for menopause management.

Used in: Doctor tab hormone therapy questionsUsed in: bone and heart health screenUsed in: Roxi hormone therapy conversations
Open on PubMed PMID 35803914DOI 10.1097/GME.0000000000002028

SWHR Menopause Disparities Factsheet: prevalence and health impact across the United States

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Society for Women's Health Research · SWHR Factsheet · 2022

Black women reach menopause at average age 49 — two years earlier than the national median — and spend more time in the menopause transition. Hispanic women also reach menopause approximately two years earlier than the national median.

Used in: cohort comparison all usersUsed in: perimenopause assessment

Disparities in Reproductive Aging and Midlife Health between Black and White Women: The Study of Women's Health Across the Nation (SWAN)

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Harlow SD, Burnett-Bowie SM, Greendale GA, Avis NE, Reeves AN, Richards TR, Lewis TT · Women's Midlife Health · 2022

Comprehensive SWAN review showing Black women experience earlier menopause, longer VMS, more sleep disruption, and higher depression rates than White women across 25 years of follow-up.

Used in: cohort_comparison
Open on PubMed PMID 35130984DOI 10.1186/s40695-022-00073-y

Sleep disturbances in women with PCOS — prevalence and cardiovascular risk

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Multiple authors · Frontiers in Endocrinology · 2022

Women with PCOS have significantly higher rates of sleep disturbances including obstructive sleep apnoea. OSA in PCOS worsens insulin resistance, glucose tolerance, and cardiovascular risk through sympathetic nervous system activation and HPA axis dysregulation. Sleep quality is an under-recognised component of PCOS management.

Used in: sleep

Sleep disturbances and employment outcomes SWAN database

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Kagan R, Pinkerton JV, Santoro N et al · Menopause · 2021

2489 working women across 19707 visits. Women with new onset sleep disturbances had 31 percent higher risk of unemployment. Sleep disruption during perimenopause has measurable career-level consequences.

Used in: work and wellbeing screenUsed in: work hours alert
Open on PubMed PMID 34469936DOI 10.1097/GME.0000000000001820

Social and structural determinants of health inequities in maternal health

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Crear-Perry J, Correa-de-Araujo R, Lewis Johnson T, McLemore MR, Neilson E, Wallace M · Journal of Women's Health · 2021

Position paper from the Black Mamas Matter Alliance identifying racism, residential segregation, economic injustice, and biased clinical care as the primary drivers of the Black maternal mortality crisis.

Used in: bipoc
Open on PubMed DOI 10.1089/jwh.2020.8882

Allostatic load and its impact on health: a systematic review

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Guidi J, Lucente M, Sonino N, Fava GA · Psychotherapy and Psychosomatics · 2021

Systematic review of 267 original studies confirming that allostatic load — the cumulative wear and tear from chronic stress — predicts cardiovascular disease, metabolic disorders, cognitive decline, and all-cause mortality, providing the biological mechanism underlying the weathering hypothesis.

Used in: BIPOC weathering cardUsed in: heart and blood pressure
Open on PubMed DOI 10.1159/000510696

Menopausal symptoms in the Southwest United States: a cross-sectional survey of women from areas with different socioeconomic resources

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De Mello A, Chavez A, Mukarram M, Buras MR, Kling JM · Maturitas · 2021

Phoenix women aged 40–65 at low-income and homeless clinics: 54% Hispanic, 53% uninsured, mean Greene Climacteric Scale score 39.13 vs 30.14 for higher-income Scottsdale women. Only 3% on hormone therapy vs 23% in Scottsdale despite higher symptom burden.

Used in: cohort comparison Arizona usersUsed in: geographic context Phoenix
Open on PubMed PMID 34736580DOI 10.1016/j.maturitas.2021.08.110

Menopausal symptoms in underserved and homeless women living in extreme temperatures in the Southwest

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Mukarram M, Rao V, Mukarram M, Hondula DM, Buras MR, Kling JM · Women's Health Reports · 2021

104 predominantly Hispanic uninsured women at Phoenix low-income clinics. 57% reported any menopause symptom bother; 20% reported extreme hot flash bother. Psychological and somatic clusters highest. Burden driven by demographic and socioeconomic factors rather than temperature.

Used in: cohort comparison Arizona usersUsed in: geographic context Phoenix
Open on PubMed PMID 33786530DOI 10.1089/whr.2020.0083

Race-Specific Prevalence of Hidradenitis Suppurativa

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Sachdeva M, Shah M, Alavi A · Journal of Cutaneous Medicine and Surgery · 2021

Black patients have a disproportionately high prevalence of hidradenitis suppurativa in the US relative to population share.

Used in: cohort_comparison
Open on PubMed PMID 33174482DOI 10.1177/1203475420972348

Genitourinary Syndrome of Menopause: A Systematic Review on Prevalence and Treatment

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Nappi RE, Palacios S, Bruyniks N, Particco M, Panay N · Maturitas · 2021

GSM affects 27–84% of postmenopausal women; unlike hot flashes it does not resolve without treatment; highly effective low-risk local therapies exist.

Used in: cohort_comparison
Open on PubMed PMID 33739315DOI 10.1016/j.maturitas.2021.03.002

Magnesium supplementation for insomnia — systematic review and meta-analysis

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Mah J, Pitre T · BMC Complementary Medicine and Therapies · 2021

Pooled analysis found magnesium supplementation reduced sleep onset latency by 17.36 minutes versus placebo. Total sleep time improved by 16 minutes. Low to very low quality of evidence overall but magnesium is cheap, widely available, and well-tolerated. RCT evidence supports oral magnesium less than 1g given up to three times daily for insomnia symptoms.

Used in: sleep
Open on PubMed DOI 10.1186/s12906-021-03297-z

EMAS position statement Mediterranean diet and menopausal health

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Lambrinoudaki I, Armeni E, Goulis D et al · Maturitas · 2020

Mediterranean diet adherence associated with improved cardiovascular risk, bone mineral density, and cognitive outcomes in menopausal women. Most comprehensively supported dietary pattern for menopausal health.

Used in: nutrition guide baselineUsed in: bone and heart screenUsed in: monthly dashboard
Open on PubMed PMID 33308613DOI 10.1016/j.maturitas.2020.10.003

Characterising perimenstrual flares of hidradenitis suppurativa

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Collier EK, Price KN, Grogan TR, Shi VY · International Journal of Women's Dermatology · 2020

HS flares cluster in the late luteal phase and early menstruation. Groin is consistently involved. Hormonal treatment targeted at this pattern reduces flare frequency.

Used in: HS location correlationUsed in: flare timing infographicUsed in: Roxi HS conversations
Open on PubMed PMID 33490368DOI 10.1016/j.ijwd.2020.08.006

Use of hair dyes and chemical hair straighteners in relation to breast cancer risk in a large U.S. prospective cohort

strong

Eberle CE, Sandler DP, Taylor KW, White AJ · International Journal of Cancer · 2020

Sister Study cohort of 46,709 women found permanent hair dye use associated with a 45 percent increased breast cancer risk in Black women versus 7 percent in White women, and chemical straightener use every 5 to 8 weeks associated with about 30 percent higher breast cancer risk overall.

Used in: BIPOC section
Open on PubMed PMID 31797377DOI 10.1002/ijc.32738

Roots Community Birth Center: a culturally-centered care model

moderate

Hardeman RR, Karbeah J, Almanza J, Kozhimannil KB · Healthcare · 2020

Evaluation of a Black-owned, midwife-led birth center in Minneapolis found significantly lower rates of preterm birth and low birthweight among Black mothers compared with regional and national averages.

Used in: bipoc
Open on PubMed DOI 10.1016/j.hjdsi.2019.100367

Structural racism and maternal health among Black women

strong

Taylor JK · Journal of Law, Medicine & Ethics · 2020

Legal and public health analysis concluding that structural racism is a measurable upstream driver of Black maternal mortality and must be addressed at the policy level.

Used in: bipoc
Open on PubMed DOI 10.1177/1073110520958875

Patient Perceptions of Misdiagnosis of Endometriosis: Results from an Online National Survey

moderate

Schomacker ML, Mackenzie AC, Feltmate C · Diagnosis (Berlin) · 2020

Mean diagnostic delay for endometriosis in the US is 6.7 years; 75% of affected women in this national survey were initially misdiagnosed.

Used in: cohort_comparison
Open on PubMed PMID 32007945DOI 10.1515/dx-2019-0020

Racial/ethnic disparities in pregnancy-related deaths, United States, 2007-2016

strong

Petersen EE, Davis NL, Goodman D, Cox S, Syverson C, Seed K, Shapiro-Mendoza C, Callaghan WM, Barfield W · MMWR Morbidity and Mortality Weekly Report · 2019

CDC analysis found Black and American Indian/Alaska Native women die from pregnancy-related causes at 3.2 and 2.3 times the rate of White women, with disparities persisting across age, education, and state of residence, pointing to systemic rather than individual drivers.

Used in: BIPOC section
Open on PubMed PMID 31487273DOI 10.15585/mmwr.mm6835a3

Racism and health: evidence and needed research

strong

Williams DR, Lawrence JA, Davis BA · Annual Review of Public Health · 2019

Comprehensive review concluding that institutional racism, cultural racism, and interpersonal discrimination are root causes of racial health disparities, operating through stress, segregation, and unequal medical care to drive worse outcomes for Black Americans across nearly every disease category.

Used in: bipoc
Open on PubMed DOI 10.1146/annurev-publhealth-040218-043750

Measurement of endocrine disrupting and asthma-associated chemicals in hair products used by Black women

moderate

Helm JS, Nishioka M, Brody JG, Rudel RA, Dodson RE · Environmental Research · 2018

18 hair products used by Black women contained 45 endocrine disrupting or asthma-associated chemicals. Paraben prevalence is consistent with higher biomonitoring levels in Black women compared to White women.

Used in: bipoc_card_3Used in: roxi_edc
Open on PubMed PMID 29705122DOI 10.1016/j.envres.2018.03.030

Reducing disparities in severe maternal morbidity and mortality

strong

Howell EA · Clinical Obstetrics and Gynecology · 2018

Comprehensive review identifying patient, provider, and hospital quality factors driving Black-White disparities in severe maternal morbidity and mortality, with the strongest evidence pointing to hospital quality of care: Black women disproportionately deliver in lower-quality hospitals where severe complications are more common.

Used in: BIPOC section
Open on PubMed PMID 29346121DOI 10.1097/GRF.0000000000000349

Burden, prevalence, and treatment of uterine fibroids: a survey of US women

strong

Marsh EE, Al-Hendy A, Kappus D, Galitsky A, Stewart EA, Kerolous M · Journal of Women's Health · 2018

National survey of 1,176 US women found Black women reported earlier symptom onset, more severe pain and bleeding, more missed work, and were more likely to feel their doctor minimized their fibroid symptoms compared with White women.

Used in: bipoc
Open on PubMed DOI 10.1089/jwh.2017.6432

Experiences of racism and preterm birth

strong

Bower KM, Geller RJ, Perrin NA, Alhusen J · Women's Health Issues · 2018

Analysis of over 23,000 Black women in the PRAMS dataset found that those who reported experiences of racial discrimination had significantly higher odds of preterm birth, independent of income, education, and prenatal care.

Used in: bipoc
Open on PubMed DOI 10.1016/j.whi.2018.05.002

Magnesium supplementation and PMS severity

moderate

Parazzini F, Di Martino M, Pellegrino P · Magnesium Research · 2017

Magnesium at 200 to 400mg daily significantly reduced PMS severity scores across multiple RCTs. Combination with B6 showed additive benefit for mood and breast tenderness.

Used in: luteal nutrition guideUsed in: monthly dashboard insightsUsed in: Roxi sleep and mood protocols
Open on PubMed PMID 28392498DOI 10.1684/mrh.2017.0420

Racial and ethnic disparities in the treatment and outcomes for women with breast cancer

strong

Newman LA · Annals of Surgical Oncology · 2017

Review documenting that Black women in the United States have a 40 percent higher breast cancer mortality rate than White women despite slightly lower incidence, driven by later-stage diagnosis, less timely treatment, higher prevalence of aggressive triple-negative subtypes, and unequal access to high-quality care.

Used in: BIPOC section
Open on PubMed PMID 28766222DOI 10.1245/s10434-017-5977-1

Epidemiology of uterine fibroids: a systematic review

strong

Stewart EA, Cookson CL, Gandolfo RA, Schulze-Rath R · BJOG · 2017

Systematic review of 60 studies confirming Black women have 2-3 times the incidence of fibroids, develop them on average 5 years earlier, and present with larger and more numerous tumors.

Used in: bipoc
Open on PubMed DOI 10.1111/1471-0528.14640

Calcium and vitamin D and bone mineral density postmenopause

strong

Weaver CM, Alexander DD, Boushey CJ et al · Osteoporosis International · 2016

Calcium 1200mg daily with vitamin D3 800 to 2000 IU daily preserves bone mineral density and reduces fracture risk in postmenopausal women. Most consistent nutritional intervention in menopausal health.

Used in: bone and heart screenUsed in: post-menopause contentUsed in: doctor prep bone questions
Open on PubMed PMID 26510847DOI 10.1007/s00198-015-3386-5

Racial bias in pain assessment and treatment recommendations

strong

Hoffman KM, Trawalter S, Axt JR, Oliver MN · Proceedings of the National Academy of Sciences · 2016

Fifty percent of medical students and residents endorsed false beliefs about biological differences between Black and White patients including beliefs about pain tolerance, leading to systematic undertreatment of pain in Black patients.

Used in: bipoc_card_5_stat3Used in: roxi_pain_dismissalUsed in: bipoc_card_6_pain_script
Open on PubMed PMID 26903631DOI 10.1073/pnas.1516047113

Patterns and Trends in Age-Specific Black-White Differences in Breast Cancer Incidence and Mortality – United States, 1999–2014

emerging

DeSantis CE, Fedewa SA, Goding Sauer A, Kramer JL, Smith RA, Jemal A · MMWR Morbidity and Mortality Weekly Report · 2016

Black women have a ~40% higher breast cancer mortality rate than White women despite similar or lower incidence — driven by tumor biology, late-stage diagnosis, and treatment access gaps.

Used in: cohort_comparison

Cochrane systematic review - exercise for menopausal symptoms

moderate

Daley A, Stokes-Lampard H, Thomas A, MacArthur C · Cochrane Database of Systematic Reviews · 2015

Cochrane review of RCTs on exercise interventions for vasomotor symptoms, mood, sleep, and quality of life in menopausal women. Exercise showed modest improvements in quality of life and mood. Evidence for hot flash reduction specifically was inconclusive. Exercise remains strongly recommended due to cardiovascular, bone, and mood benefits with low risk profile.

Used in: bone and heart health screen exercise sectionUsed in: cycle sync movement guidanceUsed in: doctor prep exercise questions
Open on PubMed PMID 25632842DOI 10.1002/14651858.CD006108.pub3

Duration of Menopausal Vasomotor Symptoms Over the Menopause Transition

strong

Avis NE, Crawford SL, Greendale G, Bromberger JT, Everson-Rose SA, Gold EB, Hess R, Joffe H, Kravitz HM, Tepper PG, Thurston RC · JAMA Internal Medicine · 2015

Median VMS duration: Black 10.1 years, Hispanic 8.9, White 6.5, Chinese 5.4, Japanese 4.8. Overall median 7.4 years — far longer than the '2 years' commonly told to patients.

Used in: cohort_comparison
Open on PubMed PMID 25686030DOI 10.1001/jamainternmed.2014.8063

The health disparities of uterine fibroid tumors for African American women

strong

Eltoukhi HM, Modi MN, Weston M, Armstrong AY, Stewart EA · American Journal of Obstetrics and Gynecology · 2014

Review establishing that Black women develop fibroids 2 to 3 times more often than White women, present with larger and more numerous tumors at younger ages, and undergo hysterectomy at higher rates with worse surgical outcomes, driven by both biology and disparate access to uterus-sparing care.

Used in: BIPOC section
Open on PubMed PMID 24380753DOI 10.1016/j.ajog.2013.08.008

Racism and health I: Pathways and scientific evidence

strong

Williams DR, Mohammed SA · American Behavioral Scientist · 2013

Synthesis of decades of research showing institutional racism, cultural racism, and individual-level discrimination operate through stress, segregation, and unequal medical care to produce measurable physical and mental health disparities for Black Americans, independent of socioeconomic status.

Used in: BIPOC section
Open on PubMed PMID 24347666DOI 10.1177/0002764213487340

The burden of uterine fibroids for African-American women: results of a national survey

strong

Stewart EA, Nicholson WK, Bradley L, Borah BJ · Journal of Women's Health · 2013

National survey of 968 women found Black women with fibroids reported significantly greater symptom severity, more lost work time, longer delays before seeking care due to fear of hysterectomy, and far higher rates of feeling that doctors did not understand their experience compared with White women with fibroids.

Used in: bipoc
Open on PubMed DOI 10.1089/jwh.2013.4334

Factors Related to Age at Natural Menopause: Longitudinal Analyses from SWAN

strong

Harlow SD, Gass M, Hall JE, Lobo R, Maki P, Rebar RW, Sherman S, Sluss PM, de Villiers TJ · American Journal of Epidemiology · 2013

Race/ethnicity, smoking, parity, and BMI independently predict age at natural menopause in SWAN's 3,302-woman longitudinal cohort.

Used in: cohort_comparison
Open on PubMed PMID 23788671DOI 10.1093/aje/kws421

STRAW plus 10 Executive Summary

strong

Harlow SD, Gass M, Hall JE, Lobo R, Maki P, Rebar RW, Sherman S, Sluss PM, de Villiers TJ · Menopause · 2012

Gold standard clinical staging framework for reproductive aging. Defines early perimenopause as cycle variability of plus or minus 7 days, late perimenopause as 60 or more day amenorrhea, and menopause as 12 months amenorrhea. Keza's stage assessment algorithm is built on this framework.

Used in: staging assessmentUsed in: phase classificationUsed in: doctor prep questions
Open on PubMed PMID 22343510DOI 10.1097/gme.0b013e31824d8f40

Omega-3 fatty acids and dysmenorrhea meta-analysis

strong

Rahbar N, Asgharzadeh N, Ghorbani R · Gynecologic and Obstetric Investigation · 2012

EPA and DHA at 2 to 4g daily significantly reduced dysmenorrhea severity in 4 of 5 trials. Mechanism is competitive inhibition of arachidonic acid pathway reducing prostaglandin E2.

Used in: endometriosis condition analysisUsed in: menstrual nutrition guideUsed in: Roxi endo protocols
Open on PubMed PMID 22261128DOI 10.1016/j.ijgo.2011.11.019

Hair relaxer use and risk of uterine leiomyomata in African-American women

strong

Wise LA, Palmer JR, Reich D, Cozier YC, Rosenberg L · American Journal of Epidemiology · 2012

Black Women's Health Study cohort of 23,580 premenopausal Black women followed for up to 10 years found long-term and frequent use of chemical hair relaxers significantly increased risk of uterine fibroids, with risk rising as years of use and number of scalp burns increased.

Used in: BIPOC section
Open on PubMed PMID 22788578DOI 10.1093/aje/kwr351

Perceived discrimination and hypertension among African Americans in the Jackson Heart Study

strong

Sims M, Diez-Roux AV, Dudley A, Gebreab S, Wyatt SB, Bruce MA, James SA, Robinson JC, Williams DR, Taylor HA · American Journal of Public Health · 2012

Among 4,939 African American adults in the Jackson Heart Study, higher reports of lifetime and everyday discrimination were independently associated with higher prevalence of hypertension, supporting a direct biological pathway from perceived racism to cardiovascular disease.

Used in: BIPOC section
Open on PubMed PMID 22420794DOI 10.2105/AJPH.2011.300523

Bone Mineral Density Loss in Relation to the Final Menstrual Period in a Multiethnic Cohort: Results from the Study of Women's Health Across the Nation (SWAN)

strong

Sowers MR, Zheng H, Greendale GA, Neer RM, Cauley JA, Ellis J, Johnson S, Finkelstein JS · Journal of Clinical Endocrinology & Metabolism · 2012

Bone density declines ~2%/year during the ~3-year rapid-loss phase centered on the final menstrual period; cumulative 10-year loss ~10%; greater spine than hip loss.

Used in: cohort_comparison
Open on PubMed PMID 21976317DOI 10.1210/jc.2011-0659

Anxiety, coping skills, and HPA axis in patients with endometriosis

moderate

Petrelluzzi KF, Garcia MC, Petta CA et al. · European Journal of Obstetrics and Gynecology and Reproductive Biology · 2012

Compared 32 women with endometriosis to 36 healthy controls. Found hypocortisolism as biomarker of aberrant HPA responses in endometriosis. Women with endometriosis reported higher trait anxiety. Incapacitating pain was a strong predictor of HPA dysregulation.

Used in: mental-healthUsed in: endo
Open on PubMed PMID 22137536DOI 10.1016/j.ejogrb.2011.11.003

Major Depression During and After the Menopausal Transition: Study of Women's Health Across the Nation (SWAN)

moderate

Bromberger JT, Kravitz HM, Chang YF, Cyranowski JM, Brown C, Matthews KA · Psychological Medicine · 2011

Perimenopause independently elevates risk of major depressive episode even in women with no prior depression history.

Used in: cohort_comparison
Open on PubMed PMID 21306662DOI 10.1017/S003329171000168X

Spearmint tea and androgen reduction in PCOS

moderate

Grant P · Phytotherapy Research · 2010

RCT of 30 women with PCOS. Spearmint tea twice daily for 30 days produced significant reductions in free testosterone. Biologically relevant anti-androgenic effect from a simple dietary intervention.

Used in: PCOS nutrition guideUsed in: HS condition analysisUsed in: herbal support screen
Open on PubMed PMID 19585478DOI 10.1002/ptr.2900

Do US Black women experience stress-related accelerated biological aging? A novel theory and first population-based test of Black-White differences in telomere length

strong

Geronimus AT, Hicken MT, Pearson JA, Seashols SJ, Brown KL, Cruz TD · Human Nature · 2010

Black women aged 49-55 had telomeres on average 7.5 years biologically older than White women of the same chronological age. First population-based confirmation of the weathering hypothesis at the cellular level.

Used in: bipoc
Open on PubMed DOI 10.1007/s12110-010-9078-0

Menopausal symptoms and ethnicity: the Study of Women's Health Across the Nation

strong

Green R, Santoro N · Women's Health (London) · 2009

SWAN found vasomotor symptoms at perimenopause entry in 46% of Black, 47% of Hispanic, 37% of White, 21% of Chinese American, and 18% of Japanese American women. Vaginal dryness most prevalent in Hispanic women. Symptom experience varies by ethnicity independent of BMI or SES.

Used in: cohort comparison cardsUsed in: BIPOC sectionUsed in: perimenopause assessment
Open on PubMed PMID 19245351DOI 10.2217/17455057.5.2.127

Autoimmune disease in women — endocrine transition and risk across the lifespan

strong

Fairweather D, Frisancho-Kiss S, Rose NR · Clinical Immunology and related journals · 2008

Women undergo three major endocrinological transitions — puberty, pregnancy, and menopause — each exerting significant influence on innate and adaptive immune function. Human epidemiological data, animal studies, and mechanistic experiments demonstrate a strong link between menopausal endocrine changes and the development or worsening of autoimmune diseases including multiple sclerosis, lupus, type 1 diabetes, rheumatoid arthritis, and psoriasis. Oestrogen, progesterone, androgens, and their interactions with Th1 and Th2 immune responses maintain a delicate balance between host defence and autoimmunity.

Used in: all conditions tab autoimmune-hormonal connection cardsUsed in: perimenopause assessment inflammatory flag chip explanationsUsed in: inflammation link screen mechanism contentUsed in: Roxi autoimmune conversations
Open on PubMed PMID PMC6501433DOI 10.1016/j.clim.2008.03.008

Sleep Disturbance During the Menopausal Transition in a Multi-Ethnic Community Sample of Women

strong

Kravitz HM, Zhao X, Bromberger JT, Gold EB, Hall MH, Matthews KA, Sowers MR · Sleep · 2008

Sleep disturbance increases significantly with menopausal stage in a multiethnic cohort; Black women had highest adjusted odds of difficulty falling asleep.

Used in: cohort_comparison
Open on PubMed PMID 18652093DOI 10.1093/sleep/31.7.979

Hidradenitis suppurativa and zinc gluconate pilot study

moderate

Brocard A, Knol AC, Khammari A, Dreno B · Dermatology · 2007

22 HS patients treated with 90mg zinc gluconate daily. Complete remission in 8 patients and partial remission in 14. Only HS-specific prospective supplement study in the published literature.

Used in: HS condition analysis zinc cardUsed in: Roxi HS protocolsUsed in: nutrition guide HS view
Open on PubMed PMID 17460404DOI 10.1159/000100883

Phytoestrogens for menopausal vasomotor symptoms Cochrane review

conflicted

Lethaby A, Marjoribanks J, Kronenberg F, Roberts H, Eden J, Brown J · Cochrane Database of Systematic Reviews · 2007

30 randomised controlled trials reviewed. No conclusive evidence that phytoestrogens reduce hot flushes or night sweats. Some individual studies show modest benefit but results are inconsistent across the evidence base.

Used in: phytoestrogen recommendation cards with conflicted badgeUsed in: research transparency screen
Open on PubMed PMID 17253528DOI 10.1002/14651858.CD001395.pub3

Depressive Symptoms During the Menopausal Transition: The Study of Women's Health Across the Nation (SWAN)

strong

Bromberger JT, Matthews KA, Schott LL, Brockwell S, Avis NE, Kravitz HM, Everson-Rose SA, Gold EB, Sowers M, Randolph JF Jr · Journal of Affective Disorders · 2007

Late perimenopause associated with ~2.5× higher odds of clinically significant depressive symptoms (CES-D ≥16) vs premenopause in SWAN; Black women had highest absolute depressive symptom burden.

Used in: cohort_comparison
Open on PubMed PMID 17331589DOI 10.1016/j.jad.2007.01.034

Weathering and age patterns of allostatic load scores among Blacks and Whites in the United States

strong

Geronimus AT, Hicken M, Keene D, Bound J · American Journal of Public Health · 2006

Black women, both poor and non-poor, had the highest probability of high allostatic load scores compared to White women and Black men regardless of socioeconomic status, confirming the weathering hypothesis that chronic racism causes accelerated biological aging in Black women.

Used in: bipoc_card_2Used in: roxi_weathering
Open on PubMed PMID 16380565DOI 10.2105/AJPH.2004.060749

Longitudinal Analysis of the Association Between Vasomotor Symptoms and Race/Ethnicity Across the Menopausal Transition: Study of Women's Health Across the Nation

strong

Gold EB, Colvin A, Avis N, Bromberger J, Greendale GA, Powell L, Sternfeld B, Matthews K · American Journal of Public Health · 2006

Black women had the highest rates of hot flashes/night sweats; Chinese and Japanese women had the lowest rates; Hispanic women were intermediate — across the 7-site SWAN cohort of 3,302 midlife women.

Used in: cohort_comparison
Open on PubMed PMID 16735636DOI 10.2105/AJPH.2005.066936

Postmenopausal Status and Early Menopause as Independent Risk Factors for Cardiovascular Disease: A Meta-Analysis

strong

Atsma F, Bartelink ML, Grobbee DE, van der Schouw YT · Menopause · 2006

Meta-analysis of 24 studies: postmenopausal women have ~1.5× cardiovascular risk of age-matched premenopausal women; surgically menopausal women are at highest risk.

Used in: cohort_comparison
Open on PubMed PMID 16645540DOI 10.1097/01.gme.0000218683.97338.ea

High Cumulative Incidence of Uterine Leiomyoma in Black and White Women: Ultrasound Evidence

strong

Baird DD, Dunson DB, Hill MC, Cousins D, Schectman JM · American Journal of Obstetrics and Gynecology · 2003

Ultrasound screening found >80% of Black women and ~70% of White women had fibroids by age 50; Black women were affected earlier and more severely.

Used in: cohort_comparison
Open on PubMed PMID 12548202DOI 10.1067/mob.2003.99

SWAN Study of Women's Health Across the Nation

strong

Sowers M, Crawford S, Sternfeld B and the SWAN collaborative group · Journal of Women's Health · 2000

The largest longitudinal study of 3302 women aged 42 to 52 followed through the menopause transition across seven US sites. Documents vasomotor symptoms, mood changes, sleep disruption, and cardiovascular changes across racial and ethnic groups. Foundational dataset for all perimenopause cohort comparisons in Keza.

Used in: staging assessmentUsed in: home insightsUsed in: monthly dashboardUsed in: Roxi cohort lines
Open on PubMed PMID NCT00000481DOI NCT00000481

Myo-inositol for PCOS

strong

Nestler JE, Jakubowicz DJ, Reamer P, Gunn RD, Allan G · New England Journal of Medicine · 1999

Myo-inositol significantly improved ovulatory function and reduced androgens and insulin resistance in PCOS. Confirmed comparable to metformin 1500mg with fewer side effects in a 2011 RCT.

Used in: PCOS condition analysisUsed in: nutrition guide PCOS viewUsed in: Roxi PCOS protocols
Open on PubMed PMID 10048967DOI 10.1056/NEJM199904223401703

John Henryism and the health of African-Americans

strong

James SA · Culture, Medicine and Psychiatry · 1994

Foundational research showing that high-effort coping with chronic social and economic adversity (John Henryism) is associated with significantly higher rates of hypertension and cardiovascular disease among Black Americans, especially those with limited socioeconomic resources.

Used in: bipoc
Open on PubMed DOI 10.1007/BF01379448

Last reviewed May 2026. New peer-reviewed findings are added monthly.