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.
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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.
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
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
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.
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
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.
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.
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.
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
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
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.
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.
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.
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
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.
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.
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.
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.
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
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
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
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
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.
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.
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.
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.
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
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
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.
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.
Use of hair dyes and chemical hair straighteners in relation to breast cancer risk in a large U.S. prospective cohort
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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.
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.
Structural racism and maternal health among Black women
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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.
Racial/ethnic disparities in pregnancy-related deaths, United States, 2007-2016
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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.
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.
Measurement of endocrine disrupting and asthma-associated chemicals in hair products used by Black women
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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
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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
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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.
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.
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
Racial and ethnic disparities in the treatment and outcomes for women with breast cancer
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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.
Epidemiology of uterine fibroids: a systematic review
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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.
Calcium and vitamin D and bone mineral density postmenopause
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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
Racial bias in pain assessment and treatment recommendations
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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
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.
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
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.
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.
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.
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.
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.
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.
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)
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.
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.
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
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.
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.
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.
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.
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.
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.
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.
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.
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
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.
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.