Presentation of Inflammatory Vulvar Pathologies Across Varying Skin Tones

doi:10.21203/rs.3.rs-7843760/v1

Presentation of Inflammatory Vulvar Pathologies Across Varying Skin Tones

2025 · doi:10.21203/rs.3.rs-7843760/v1

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This study identified and depicted common inflammatory vulvar pathologies and genitourinary syndrome of menopause across varying Fitzpatrick skin phototypes, noting differences in presentation between skin of color and non-skin of color.

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This preprint examined how inflammatory vulvar dermatoses and genitourinary syndrome of menopause/vulvovaginal atrophy (GSM/VVA) are visually depicted across skin tones, by searching publicly available educational materials and also using retrospective chart review to fill representation gaps. The authors compiled depictions of contact dermatitis, lichen sclerosus, lichen simplex chronicus, and lichen planus plus GSM/VVA, assigning Fitzpatrick phototypes and ensuring at least two examples for each pathology in non-skin of color (I–III) and skin of color (IV–VI) groups, then compared these depictions with common textbook descriptions. They report that inflammatory vulvar conditions (e.g., erythema) can appear differently on SOC than non-SOC and that some conditions (notably lichen planus and GSM/VVA) were added from chart review because they were less represented in available literature. The paper does not provide an outcomes-based clinical evaluation of diagnosis or treatment; it is primarily a visual/resource compilation and notes that the representation depends on what images were found and permissioned. This paper is centrally about endometriosis and/or adenomyosis—none; it was included in the corpus via a keyword match upstream rather than because endometriosis/adenomyosis are discussed.

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Abstract

Abstract Background Dermatologic, urologic and gynecologic textbooks have been found to lack depictions of dermatologic conditions on skin of color (SOC). Inflammatory dermatoses can present differently on SOC than non-skin of color (non-SOC). Our objective is to provide depictions of the most common inflammatory vulvar dermatoses as well as genitourinary syndrome of menopause/vulvovaginal atrophy across varying skin tones. Methods Publicly available educational materials were searched to identify depictions of vulvar dermatopathology. Depictions of the most common inflammatory vulvar conditions: contact dermatitis, lichen sclerosus, lichen simplex chronicus, and lichen planus as well as genitourinary syndrome of menopause/vulvovaginal atrophy were identified. Each depiction was assigned a Fitzpatrick skin phototype. Fitzpatrick skin phototypes I-III were deemed non-SOC, while Fitzpatrick phototypes IV-VI were considered SOC. Results We identified depictions of the most common inflammatory vulvar pathologies as well as genitourinary syndrome of menopause/vulvar atrophy across varying Fitzpatrick skin phototypes and noted. At least two depictions of each pathology on non-SOC and SOC were included. Description of dermatologic conditions in textbooks is compared to actual depictions of Fitzpatrick skin phototypes. Conclusions Inflammatory vulvar dermatoses can present differently in SOC and non-SOC. An understanding of the different presentations of these dermatoses can assist providers in reaching a diagnosis. We provide depictions of the most common inflammatory dermatoses as well as genitourinary syndrome of menopause on patients with varying Fitzpatrick skin phototypes.

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Presentation of Inflammatory Vulvar Pathologies Across Varying Skin Tones | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Presentation of Inflammatory Vulvar Pathologies Across Varying Skin Tones Karis Buford, Arya Aggarwal, Emelie-Jo Nappo, Renee Horowitz, and 2 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-7843760/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 7 You are reading this latest preprint version Abstract Background Dermatologic, urologic and gynecologic textbooks have been found to lack depictions of dermatologic conditions on skin of color (SOC). Inflammatory dermatoses can present differently on SOC than non-skin of color (non-SOC). Our objective is to provide depictions of the most common inflammatory vulvar dermatoses as well as genitourinary syndrome of menopause/vulvovaginal atrophy across varying skin tones. Methods Publicly available educational materials were searched to identify depictions of vulvar dermatopathology. Depictions of the most common inflammatory vulvar conditions: contact dermatitis, lichen sclerosus, lichen simplex chronicus, and lichen planus as well as genitourinary syndrome of menopause/vulvovaginal atrophy were identified. Each depiction was assigned a Fitzpatrick skin phototype. Fitzpatrick skin phototypes I-III were deemed non-SOC, while Fitzpatrick phototypes IV-VI were considered SOC. Results We identified depictions of the most common inflammatory vulvar pathologies as well as genitourinary syndrome of menopause/vulvar atrophy across varying Fitzpatrick skin phototypes and noted. At least two depictions of each pathology on non-SOC and SOC were included. Description of dermatologic conditions in textbooks is compared to actual depictions of Fitzpatrick skin phototypes. Conclusions Inflammatory vulvar dermatoses can present differently in SOC and non-SOC. An understanding of the different presentations of these dermatoses can assist providers in reaching a diagnosis. We provide depictions of the most common inflammatory dermatoses as well as genitourinary syndrome of menopause on patients with varying Fitzpatrick skin phototypes. vulva skin-of-color vulvar pathology vulvar erythema Figures Figure 1 Background Despite growing awareness of racial and ethnic disparities in dermatology, genital dermatologic conditions remain underrepresented in medical literature.1 Vulvar dermatology remains inadequately addressed, especially in patients with skin of color (SOC). Due to anatomical limitations, many patients are unable to self-assess their vulvar skin, making them reliant on healthcare providers for evaluation of vulvar skin abnormalities. 2 Therefore, vulvar skin pathologies require clinicians to identify their presence on physical examination, and determine whether vulvar biopsy is required. 3 Benign vulvar dermatoses include inflammatory, ulcerative, and blistering lesions.3 Inflammatory conditions can present variably across different skin tones, complicating accurate assessment. Erythema in particular is a key feature of inflammation. The redness of erythema is often more prominent in non-skin of color non-SOC) than in skin of color (SOC). 4 The diminished visibility of inflammation can lead to diagnostic delays. 5 The variability in presentation of common vulvar conditions across different skin tones further complicates diagnosis, and clinicians without sufficient training in assessing darker skin may overlook or misinterpret key visual findings. 5 Despite this, SOC is lacking representation in dermatologic, urologic and gynecologic textbooks. 1 Our objective is to provide diverse visual depictions of the most common inflammatory vulvar dermatoses as well as genitourinary syndrome of menopause (GSM) and vulvovaginal atrophy across varying skin tones. This will assist clinicians in timely diagnosis of these conditions. Methods This study was approved by our institution’s Internal Review Committee (IRB 2023 − 257). Depictions of the most commonly encountered inflammatory vulvar dermatopathologies (contact dermatitis, lichen sclerosus, lichen simplex chronicus, and lichen planus) and genitourinary syndrome of menopause were identified via publicly available educational sources and retrospective chart review. Educational sources included published papers and textbooks. Academic search engines (Pubmed), urologic and dermatologic textbooks were used to find images. Publisher permissions were obtained to use all included images for this publication. Retrospective chart review was performed to identify pathologies not identified via publicly available sources. Informed, written consent was received from all patients for whom photographs are present for publishing de-identified data. After reviewing patients’ biopsy results, images were included if they represented the missing demographic for display. Each depiction wasassigned a Fitzpatrick skin phototype. Phototypes I-III were deemed non-SOC and phototypes III-VI were deemed SOC. At least two depictions of each pathology on non- SOC and SOC were included. Results We utilized the common descriptions of inflammatory vulvar skin pathologies and GSM/ vulvar atrophy, as seen in Table 1 as a baseline comparison. We identified Table 1 Common descriptions of inflammatory vulvar dermatologic pathologies along with findings in patients with skin of color 4 , 9 – 18 Vulvar Dermatosis Areas Involved Common Description Findings in SOC Contact dermatitis Vulva, labia minora and majora, clitoris, urethra •Erythema, vesicles 9 •Localized or widespread 10 •Ulcerations or erosions •Lichenification (hypo- or hyperpigmentation, thickened skin) •Excoriation in chronic cases •Erythema diminished or absent 4 , 11 OR violaceous, red-brown or gray 11 , 12 •Diminished dyspigmentation •Diminished lichenification •Papules 4 , 13 -appreciated by palpation or side lighting (light source at 45° to 90° angle) Lichen sclerosus Labia minora and majora, clitoris, clitoral hood, perineum, and perianus •”Figure of eight” around the vulva and anus •Circumscribed or widespread pallor •Scarring- shrinking/ loss of labia minora, vaginal stenosis and clitoral hood scarring • Spares vagina and cervix 9 •Vitiliginous vulvar lichen sclerosus- a variant in SOC •Dyspigmentation, fissures, erosions, petechia, hyperkeratosis 14 Lichen simplex chronicus (LSC) Affects hair bearing portions of labia majora •Epidermal thickening of lichenified papules •Ill-defined erythema, linear excoriation, erosions, ulcers, fissures •Broken or decreased pubic area in affected areas •Hyper/ Hypo pigmentation 9 •Erythema- violaceous, red-brown or gray 11 , 12 Lichen planus (LP) Skin, hair, nails, mucosa, i.e. oral cavities, genitalia ( 50% vulvar ) 3 types of lesions •Classic (labia majora): Pruritic, polygonal, violaceous, flat-topped papules w/ lacelike reticulated white patches (Wickham’s striae) •Hypertrophic type: classic LP with overlying features of LSC •Erosive type: bright erythema and erosions; possible white reticular rim 9 •Diminished Wickam’s striae •Dermoscopy may reveal pearly white structures overlying violaceous background 15 GSM/ vaginal atrophy Vaginal epithelium, labia minora and majora, clitoris, urethra •Fusion labia minora and majora •Labial thinning or regression •Vaginal changes- loss of rugae (pale, dry, smooth and shiny), patchy erythema petechiae, fissures, bleeding, shortned/ narrowed •Urethra- caruncle, polyp, prolapse, eversion 16 , 26 depictions of the most common inflammatory vulvar skin pathologies as well as genitourinary syndrome of menopause as seen in Fig. 1 . Included from our retrospective chart review were two lichen planus and one GSM/vulvar atrophy in SOC. Depictions of the remainder of inflammatory pathologies were identified on literature search. Discussion Despite an increasing awareness of racial and ethnic disparities in medicine, there remains a notable lack of skin of color in medical literature. We provide a resource of images across various skin tones. The results display differences in clinical appearance among skin types. Images of lichen planus and GSM/VVA in skin of color were included from retrospective chart review due to decreased representation identified in available literature. These differences may contribute to diagnostic challenges for individuals with darker skin tones, highlighting the need for inclusion of SOC in medical literature. Gaps in presentation of pathologies on SOC begins in medical education, where textbooks and education resources lack adequate representation of diverse skin tones. In an analysis of 4,146 images in commonly required medical school anatomy textbooks 74.5% of images presented light skin tones, 21% medium skin tones, and 4.5% dark skin tones.6 Similarly, in a study evaluating 3,700 online images of 71 common dermatologic conditions, 91.7% of images displayed pathologies in light skin, 5.7% in dark skin, and 2.6% were inconclusive. 7 When exploring dermatologic conditions of the anogenital area, discrepancies in presenting pathologic images in skin of color persist. Among 9 textbooks in the fields of dermatology, gynecology, and urology, Shobajo et al. found only 17% of anogenital images presented SOC. Dermatology textbooks presented SOC in 22% of images and gynecology in 12% of images. This study also found that images in SOC for sexually transmitted infections (STIs) are overrepresented, with 29% of STIs presenting images in skin of color versus 5% presenting images in non-SOC. 1 Similarly, an analysis of 116 images in urologic textbooks revealed SOC was overrepresented among depictions of STIs. While it is essential that SOC is adequately represented in medical literature, the overrepresentation of STI photographs can create harmful stigmas and contribute to clinical biases. 8 Therefore, a balanced approach is needed that accurately represents dermatologic conditions across all skin tones. Inflammatory vulvar pathologies, like other dermatologic conditions, can appear differently on SOC. Medical literature and education resources lack diverse representations of these common pathologies, such as lichen sclerosus and GSM. Without proper visual aids, healthcare providers may not correctly identify and diagnose vulvar conditions, leading to potential misdiagnosis and delays in treatment. We emphasize the importance of diverse visual aids of vulvar pathologies to allow for correct identification. By visually presenting and describing (Table 1 ) common inflammatory vulvar pathologies across varying skin tones, we provide a resource for clinicians to more effectively treat patients with SOC to improve patient outcomes. Future efforts should focus on creating more inclusive medical educational resources in such fields as urology, gynecology and dermatology, that feature diverse skin tones. Conclusion Inflammatory vulvar dermatoses can present differently in SOC and non-SOC. An understanding of the different presentations of these dermatoses can assist providers in reaching a diagnosis. We provide depictions of the most common inflammatory dermatoses as well as genitourinary syndrome of menopause on patients with varying Fitzpatrick skin phototypes. Declarations Emelie-Jo Nappo - participated in the writing of the paper Renee Horowitz- participated in research design Bernadette M.M. Zwaans - participated in research design, participated in the writing of the paper, participated in the performance of the research, participated in data analysis Priya Padmanabhan- participated in research design and general oversight, participated in the writing of the paper, participated in the performance of the research Data Availability: The de-identified data that support the findings of this study are not openly available due to reasons of sensitivity yet are available from the corresponding author upon reasonable request. References Shobajo M, Abdulkadir S, Kraus CN, Shiu J. 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Effective Prevention of Recurrent UTIs With Vaginal Estrogen: Pearls for a Urological Approach to Genitourinary Syndrome of Menopause. Urology. 2021;151:31–6. 10.1016/j.urology.2020.05.058 . Goldstein SW, Winter AG, Goldstein I. Improvements to the Vulva, Vestibule, Urethral Meatus, and Vagina in Women Treated With Ospemifene for Moderate to Severe Dyspareunia: A Prospective Vulvoscopic Pilot Study. Sexual Medicine. 2018;6(2):154–161. 10.1016/j.esxm.2018.03.002 Additional Declarations No competing interests reported. Cite Share Download PDF Status: Under Review Version 1 posted Reviews received at journal 28 Nov, 2025 Reviewers agreed at journal 27 Nov, 2025 Reviewers invited by journal 17 Nov, 2025 Editor assigned by journal 12 Nov, 2025 Editor invited by journal 26 Oct, 2025 Submission checks completed at journal 23 Oct, 2025 First submitted to journal 23 Oct, 2025 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-7843760","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":550800478,"identity":"7df82993-e96e-4025-abcf-460142bbb501","order_by":0,"name":"Karis Buford","email":"","orcid":"","institution":"Oakland University William Beaumont School of Medicine","correspondingAuthor":false,"prefix":"","firstName":"Karis","middleName":"","lastName":"Buford","suffix":""},{"id":550800484,"identity":"1d892e57-d90c-4ee6-a771-cd0bda0c5451","order_by":1,"name":"Arya Aggarwal","email":"","orcid":"","institution":"The Roeper School","correspondingAuthor":false,"prefix":"","firstName":"Arya","middleName":"","lastName":"Aggarwal","suffix":""},{"id":550800485,"identity":"0516b4dc-48a0-460a-a7ee-6425d078494b","order_by":2,"name":"Emelie-Jo Nappo","email":"","orcid":"","institution":"Oakland University William Beaumont School of Medicine","correspondingAuthor":false,"prefix":"","firstName":"Emelie-Jo","middleName":"","lastName":"Nappo","suffix":""},{"id":550800487,"identity":"11f3285f-cb7d-40f9-897e-27bcfb41f302","order_by":3,"name":"Renee Horowitz","email":"","orcid":"","institution":"Oakland University William Beaumont School of Medicine","correspondingAuthor":false,"prefix":"","firstName":"Renee","middleName":"","lastName":"Horowitz","suffix":""},{"id":550800489,"identity":"75c8d74f-491e-455d-b771-8c56d7bf7f73","order_by":4,"name":"Bernadette M.M. 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06:56:41","extension":"png","order_by":7,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":93385,"visible":true,"origin":"","legend":"","description":"","filename":"Onlinefloatimage2.png","url":"https://assets-eu.researchsquare.com/files/rs-7843760/v1/4e153d3072302c6d6da9b6dd.png"},{"id":97138121,"identity":"b3be06fb-5d03-4ef8-9cf4-cb9ee39027b7","added_by":"auto","created_at":"2025-12-01 09:58:30","extension":"xml","order_by":8,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":59445,"visible":true,"origin":"","legend":"","description":"","filename":"692e428bc6c54e0c8e5fffd384efc7701structuring.xml","url":"https://assets-eu.researchsquare.com/files/rs-7843760/v1/168f7d4bca8e2d91fc7b67d2.xml"},{"id":96967728,"identity":"81d7400b-cd49-4fde-8eef-c402c234e546","added_by":"auto","created_at":"2025-11-28 06:56:41","extension":"html","order_by":9,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":71026,"visible":true,"origin":"","legend":"","description":"","filename":"earlyproof.html","url":"https://assets-eu.researchsquare.com/files/rs-7843760/v1/24b72838a83980b0522d5197.html"},{"id":96967719,"identity":"47b2a3b9-f2da-4cd4-ad52-e25a9c5333ff","added_by":"auto","created_at":"2025-11-28 06:56:41","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":854250,"visible":true,"origin":"","legend":"\u003cp\u003eDepictions of inflammatory vulvar skin pathologies on non-skin of color and skin-of-color. \u003csup\u003e3,19–26\u003c/sup\u003e\u003c/p\u003e","description":"","filename":"1.png","url":"https://assets-eu.researchsquare.com/files/rs-7843760/v1/3625d2a3745513f58c09d828.png"},{"id":97144792,"identity":"64057c13-9ac8-4da9-8547-d378e80a5834","added_by":"auto","created_at":"2025-12-01 10:12:03","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1709094,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-7843760/v1/3beeb325-d43d-48be-9eb2-f8fa128938e4.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Presentation of Inflammatory Vulvar Pathologies Across Varying Skin Tones","fulltext":[{"header":"Background","content":"\u003cp\u003eDespite growing awareness of racial and ethnic disparities in dermatology,\u003c/p\u003e\u003cp\u003egenital dermatologic conditions remain underrepresented in medical literature.1 Vulvar\u003c/p\u003e\u003cp\u003edermatology remains inadequately addressed, especially in patients with skin of color\u003c/p\u003e\u003cp\u003e(SOC). Due to anatomical limitations, many patients are unable to self-assess their\u003c/p\u003e\u003cp\u003evulvar skin, making them reliant on healthcare providers for evaluation of vulvar skin\u003c/p\u003e\u003cp\u003eabnormalities.\u003csup\u003e\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e\u003c/sup\u003e Therefore, vulvar skin pathologies require clinicians to identify their\u003c/p\u003e\u003cp\u003epresence on physical examination, and determine whether vulvar biopsy is required.\u003csup\u003e\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003cp\u003eBenign vulvar dermatoses include inflammatory, ulcerative, and blistering\u003c/p\u003e\u003cp\u003elesions.3 Inflammatory conditions can present variably across different skin tones,\u003c/p\u003e\u003cp\u003ecomplicating accurate assessment. Erythema in particular is a key feature of\u003c/p\u003e\u003cp\u003einflammation. The redness of erythema is often more prominent in non-skin of color\u003c/p\u003e\u003cp\u003enon-SOC) than in skin of color (SOC).\u003csup\u003e\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e\u003c/sup\u003e The diminished visibility of inflammation can\u003c/p\u003e\u003cp\u003elead to diagnostic delays.\u003csup\u003e\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e\u003c/sup\u003e The variability in presentation of common vulvar conditions\u003c/p\u003e\u003cp\u003eacross different skin tones further complicates diagnosis, and clinicians without\u003c/p\u003e\u003cp\u003esufficient training in assessing darker skin may overlook or misinterpret key visual\u003c/p\u003e\u003cp\u003efindings.\u003csup\u003e\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e\u003c/sup\u003e Despite this, SOC is lacking representation in dermatologic, urologic and\u003c/p\u003e\u003cp\u003egynecologic textbooks.\u003csup\u003e\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003cp\u003eOur objective is to provide diverse visual depictions of the most common\u003c/p\u003e\u003cp\u003einflammatory vulvar dermatoses as well as genitourinary syndrome of menopause\u003c/p\u003e\u003cp\u003e(GSM) and vulvovaginal atrophy across varying skin tones. This will assist clinicians in\u003c/p\u003e\u003cp\u003etimely diagnosis of these conditions.\u003c/p\u003e"},{"header":"Methods","content":"\u003cp\u003eThis study was approved by our institution\u0026rsquo;s Internal Review Committee (IRB\u003c/p\u003e\u003cp\u003e2023\u0026thinsp;\u0026minus;\u0026thinsp;257). Depictions of the most commonly encountered inflammatory vulvar\u003c/p\u003e\u003cp\u003edermatopathologies (contact dermatitis, lichen sclerosus, lichen simplex chronicus, and\u003c/p\u003e\u003cp\u003elichen planus) and genitourinary syndrome of menopause were identified via publicly\u003c/p\u003e\u003cp\u003eavailable educational sources and retrospective chart review. Educational sources\u003c/p\u003e\u003cp\u003eincluded published papers and textbooks. Academic search engines (Pubmed), urologic\u003c/p\u003e\u003cp\u003eand dermatologic textbooks were used to find images. Publisher permissions were\u003c/p\u003e\u003cp\u003eobtained to use all included images for this publication.\u003c/p\u003e\u003cp\u003eRetrospective chart review was performed to identify pathologies not identified\u003c/p\u003e\u003cp\u003evia publicly available sources. Informed, written consent was received from all patients for whom photographs are present for publishing de-identified data. After reviewing patients\u0026rsquo; biopsy results, images were included if they represented the missing demographic for display. Each depiction wasassigned a Fitzpatrick skin phototype. Phototypes I-III were deemed non-SOC and phototypes III-VI were deemed SOC. At least two depictions of each pathology on non-\u003c/p\u003e\u003cp\u003eSOC and SOC were included.\u003c/p\u003e"},{"header":"Results","content":"\u003cp\u003eWe utilized the common descriptions of inflammatory vulvar skin pathologies and\u003c/p\u003e\u003cp\u003eGSM/ vulvar atrophy, as seen in Table \u003cspan refid=\"Tab1\" class=\"InternalRef\"\u003e1\u003c/span\u003e as a baseline comparison. We identified\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab1\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 1\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eCommon descriptions of inflammatory vulvar dermatologic pathologies along with findings in patients with skin of color\u003csup\u003e\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e,\u003cspan additionalcitationids=\"CR10 CR11 CR12 CR13 CR14 CR15 CR16 CR17\" citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e18\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"4\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eVulvar Dermatosis\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eAreas Involved\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eCommon Description\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003eFindings in SOC\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eContact dermatitis\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eVulva, labia minora and majora, clitoris, urethra\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e\u0026bull;Erythema, vesicles\u003csup\u003e\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003cp\u003e\u0026bull;Localized or widespread\u003csup\u003e\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003cp\u003e\u0026bull;Ulcerations or erosions\u003c/p\u003e\u003cp\u003e\u0026bull;Lichenification (hypo- or hyperpigmentation, thickened skin)\u003c/p\u003e\u003cp\u003e\u0026bull;Excoriation in chronic cases\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e\u0026bull;Erythema diminished or absent\u003csup\u003e\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e,\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e\u003c/sup\u003e OR violaceous, red-brown or gray\u003csup\u003e\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e,\u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003cp\u003e\u0026bull;Diminished dyspigmentation\u003c/p\u003e\u003cp\u003e\u0026bull;Diminished lichenification\u003c/p\u003e\u003cp\u003e\u0026bull;Papules\u003csup\u003e\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e,\u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e\u003c/sup\u003e-appreciated by palpation or side lighting (light source at 45\u0026deg; to 90\u0026deg; angle)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eLichen sclerosus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eLabia minora and majora, clitoris, clitoral hood, perineum, and perianus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e\u0026bull;\u0026rdquo;Figure of eight\u0026rdquo; around the vulva and anus\u003c/p\u003e\u003cp\u003e\u0026bull;Circumscribed or widespread pallor\u003c/p\u003e\u003cp\u003e\u0026bull;Scarring- shrinking/ loss of labia minora, vaginal stenosis and clitoral hood scarring\u003c/p\u003e\u003cp\u003e\u0026bull;\u003cem\u003eSpares vagina and cervix\u003c/em\u003e\u003csup\u003e\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e\u0026bull;Vitiliginous vulvar lichen sclerosus- a variant in SOC\u003c/p\u003e\u003cp\u003e\u0026bull;Dyspigmentation, fissures, erosions, petechia, hyperkeratosis\u003csup\u003e\u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e14\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eLichen simplex chronicus (LSC)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eAffects hair bearing portions of labia majora\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e\u0026bull;Epidermal thickening of lichenified papules\u003c/p\u003e\u003cp\u003e\u0026bull;Ill-defined erythema, linear excoriation, erosions, ulcers, fissures\u003c/p\u003e\u003cp\u003e\u0026bull;Broken or decreased pubic area in affected areas\u003c/p\u003e\u003cp\u003e\u0026bull;Hyper/ Hypo pigmentation\u003csup\u003e\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e\u0026bull;Erythema- violaceous, red-brown or gray\u003csup\u003e\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e,\u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eLichen planus (LP)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eSkin, hair, nails, mucosa, i.e. oral cavities, genitalia (\u003cem\u003e50% vulvar\u003c/em\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e3 types of lesions\u003c/p\u003e\u003cp\u003e\u0026bull;Classic (labia majora):\u003c/p\u003e\u003cp\u003ePruritic, polygonal, violaceous, flat-topped papules w/ lacelike reticulated white patches (Wickham\u0026rsquo;s striae)\u003c/p\u003e\u003cp\u003e\u0026bull;Hypertrophic type: classic LP with overlying features of LSC\u003c/p\u003e\u003cp\u003e\u0026bull;Erosive type: bright\u003c/p\u003e\u003cp\u003eerythema and erosions; possible white reticular rim\u003csup\u003e\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003e\u0026bull;Diminished Wickam\u0026rsquo;s striae\u003c/p\u003e\u003cp\u003e\u0026bull;Dermoscopy may reveal pearly white structures overlying violaceous background\u003csup\u003e\u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e15\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eGSM/ vaginal atrophy\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eVaginal epithelium, labia minora and majora, clitoris, urethra\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colspan=\"2\" nameend=\"c4\" namest=\"c3\"\u003e\u003cp\u003e\u0026bull;Fusion labia minora and majora\u003c/p\u003e\u003cp\u003e\u0026bull;Labial thinning or regression\u003c/p\u003e\u003cp\u003e\u0026bull;Vaginal changes- loss of rugae (pale, dry, smooth and shiny), patchy erythema petechiae, fissures, bleeding, shortned/ narrowed\u003c/p\u003e\u003cp\u003e\u0026bull;Urethra- caruncle, polyp, prolapse, eversion \u003csup\u003e\u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e16\u003c/span\u003e, \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e26\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003edepictions of the most common inflammatory vulvar skin pathologies as well as\u003c/p\u003e\u003cp\u003egenitourinary syndrome of menopause as seen in Fig.\u0026nbsp;\u003cspan refid=\"Fig1\" class=\"InternalRef\"\u003e1\u003c/span\u003e. Included from our\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eretrospective chart review were two lichen planus and one GSM/vulvar atrophy in SOC.\u003c/p\u003e\u003cp\u003eDepictions of the remainder of inflammatory pathologies were identified on literature\u003c/p\u003e\u003cp\u003esearch.\u003c/p\u003e"},{"header":"Discussion","content":"\u003cp\u003eDespite an increasing awareness of racial and ethnic disparities in medicine,\u003c/p\u003e\u003cp\u003ethere remains a notable lack of skin of color in medical literature. We provide a resource\u003c/p\u003e\u003cp\u003eof images across various skin tones. The results display differences in clinical\u003c/p\u003e\u003cp\u003eappearance among skin types. Images of lichen planus and GSM/VVA in skin of color\u003c/p\u003e\u003cp\u003ewere included from retrospective chart review due to decreased representation\u003c/p\u003e\u003cp\u003eidentified in available literature. These differences may contribute to diagnostic\u003c/p\u003e\u003cp\u003echallenges for individuals with darker skin tones, highlighting the need for inclusion of\u003c/p\u003e\u003cp\u003eSOC in medical literature.\u003c/p\u003e\u003cp\u003eGaps in presentation of pathologies on SOC begins in medical education, where\u003c/p\u003e\u003cp\u003etextbooks and education resources lack adequate representation of diverse skin tones.\u003c/p\u003e\u003cp\u003eIn an analysis of 4,146 images in commonly required medical school anatomy textbooks\u003c/p\u003e\u003cp\u003e74.5% of images presented light skin tones, 21% medium skin tones, and 4.5% dark\u003c/p\u003e\u003cp\u003eskin tones.6 Similarly, in a study evaluating 3,700 online images of 71 common\u003c/p\u003e\u003cp\u003edermatologic conditions, 91.7% of images displayed pathologies in light skin, 5.7% in\u003c/p\u003e\u003cp\u003edark skin, and 2.6% were inconclusive.\u003csup\u003e\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e\u003c/sup\u003e\u003c/p\u003e\u003cp\u003eWhen exploring dermatologic conditions of the anogenital area, discrepancies in\u003c/p\u003e\u003cp\u003epresenting pathologic images in skin of color persist. Among 9 textbooks in the fields\u003c/p\u003e\u003cp\u003eof dermatology, gynecology, and urology, Shobajo et al. found only 17% of anogenital\u003c/p\u003e\u003cp\u003eimages presented SOC. Dermatology textbooks presented SOC in 22% of images and\u003c/p\u003e\u003cp\u003egynecology in 12% of images. This study also found that images in SOC for sexually\u003c/p\u003e\u003cp\u003etransmitted infections (STIs) are overrepresented, with 29% of STIs presenting images\u003c/p\u003e\u003cp\u003ein skin of color versus 5% presenting images in non-SOC.\u003csup\u003e\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e\u003c/sup\u003e Similarly, an analysis of 116\u003c/p\u003e\u003cp\u003eimages in urologic textbooks revealed SOC was overrepresented among depictions of\u003c/p\u003e\u003cp\u003eSTIs. While it is essential that SOC is adequately represented in medical literature, the\u003c/p\u003e\u003cp\u003eoverrepresentation of STI photographs can create harmful stigmas and contribute to\u003c/p\u003e\u003cp\u003eclinical biases.\u003csup\u003e\u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e8\u003c/span\u003e\u003c/sup\u003e Therefore, a balanced approach is needed that accurately represents\u003c/p\u003e\u003cp\u003edermatologic conditions across all skin tones.\u003c/p\u003e\u003cp\u003eInflammatory vulvar pathologies, like other dermatologic conditions, can appear\u003c/p\u003e\u003cp\u003edifferently on SOC. Medical literature and education resources lack diverse\u003c/p\u003e\u003cp\u003erepresentations of these common pathologies, such as lichen sclerosus and GSM.\u003c/p\u003e\u003cp\u003eWithout proper visual aids, healthcare providers may not correctly identify and diagnose\u003c/p\u003e\u003cp\u003evulvar conditions, leading to potential misdiagnosis and delays in treatment. We\u003c/p\u003e\u003cp\u003eemphasize the importance of diverse visual aids of vulvar pathologies to allow for\u003c/p\u003e\u003cp\u003ecorrect identification. By visually presenting and describing (Table \u003cspan refid=\"Tab1\" class=\"InternalRef\"\u003e1\u003c/span\u003e) common inflammatory vulvar pathologies across varying skin tones, we provide a resource for clinicians to more effectively treat patients with SOC to improve patient outcomes. Future efforts should focus on creating more inclusive medical educational resources in such fields as urology, gynecology and\u003c/p\u003e\u003cp\u003edermatology, that feature diverse skin tones.\u003c/p\u003e"},{"header":"Conclusion","content":"\u003cp\u003eInflammatory vulvar dermatoses can present differently in SOC and non-SOC. An\u003c/p\u003e\u003cp\u003eunderstanding of the different presentations of these dermatoses can assist providers in\u003c/p\u003e\u003cp\u003ereaching a diagnosis. We provide depictions of the most common inflammatory dermatoses as well as genitourinary syndrome of menopause on patients with varying\u003c/p\u003e\u003cp\u003eFitzpatrick skin phototypes.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cimg 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\"\u003e\u003c/p\u003e\n\u003cp\u003eEmelie-Jo Nappo - participated in the writing of the paper\u003c/p\u003e\n\u003cp\u003eRenee Horowitz- participated in research design\u003c/p\u003e\n\u003cp\u003eBernadette M.M. Zwaans - participated in research design, participated in the writing of the paper, participated in the performance of the research, participated in data analysis\u003c/p\u003e\n\u003cp\u003ePriya Padmanabhan- participated in research design and general oversight, participated in the writing of the paper, participated in the performance of the research\u003c/p\u003e\n\u003cp\u003eData Availability: The de-identified data that support the findings of this study are not openly available due to reasons of sensitivity yet are available from the corresponding author upon reasonable request.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\n \u003cli\u003e\u003cspan\u003eShobajo M, Abdulkadir S, Kraus CN, Shiu J. Anogenital skin of color images are underrepresented in dermatology, gynecology, and urology educational textbooks. 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Urology. 2021;151:31\u0026ndash;6. \u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003e10.1016/j.urology.2020.05.058\u003c/span\u003e\u003c/span\u003e.\u003c/span\u003e\u003c/li\u003e\n \u003cli\u003e\u003cspan\u003eGoldstein SW, Winter AG, Goldstein I. Improvements to the Vulva, Vestibule, Urethral Meatus, and Vagina in Women Treated With Ospemifene for Moderate to Severe Dyspareunia: A Prospective Vulvoscopic Pilot Study. Sexual Medicine. 2018;6(2):154\u0026ndash;161. \u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003e10.1016/j.esxm.2018.03.002\u003c/span\u003e\u003c/span\u003e\u0026nbsp;\u003c/span\u003e\u003c/li\u003e\n\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"bmc-womens-health","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"bmwh","sideBox":"Learn more about [BMC Women's Health](http://bmcwomenshealth.biomedcentral.com/)","snPcode":"","submissionUrl":"https://www.editorialmanager.com/bmwh/default.aspx","title":"BMC Women's Health","twitterHandle":"","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"em","reportingPortfolio":"BMC Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"vulva, skin-of-color, vulvar pathology, vulvar erythema","lastPublishedDoi":"10.21203/rs.3.rs-7843760/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-7843760/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003e\u003cstrong\u003eBackground\u003c/strong\u003e Dermatologic, urologic and gynecologic textbooks have been found to lack depictions of dermatologic conditions on skin of color (SOC). Inflammatory dermatoses can present differently on SOC than non-skin of color (non-SOC). Our objective is to provide depictions of the most common inflammatory vulvar dermatoses as well as genitourinary syndrome of menopause/vulvovaginal atrophy across varying skin tones.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eMethods\u003c/strong\u003e Publicly available educational materials were searched to identify depictions of vulvar dermatopathology. Depictions of the most common inflammatory vulvar conditions: contact dermatitis, lichen sclerosus, lichen simplex chronicus, and lichen planus as well as genitourinary syndrome of menopause/vulvovaginal atrophy were identified. Each depiction was assigned a Fitzpatrick skin phototype. Fitzpatrick skin phototypes I-III were deemed non-SOC, while Fitzpatrick phototypes IV-VI were considered SOC.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eResults\u003c/strong\u003e We identified depictions of the most common inflammatory vulvar pathologies as well as genitourinary syndrome of menopause/vulvar atrophy across varying Fitzpatrick skin phototypes and noted. At least two depictions of each pathology on non-SOC and SOC were included. Description of dermatologic conditions in textbooks is compared to actual depictions of Fitzpatrick skin phototypes.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConclusions\u003c/strong\u003e Inflammatory vulvar dermatoses can present differently in SOC and non-SOC. An understanding of the different presentations of these dermatoses can assist providers in reaching a diagnosis. We provide depictions of the most common inflammatory dermatoses as well as genitourinary syndrome of menopause on patients with varying Fitzpatrick skin phototypes.\u003c/p\u003e","manuscriptTitle":"Presentation of Inflammatory Vulvar Pathologies Across Varying Skin Tones","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-11-28 06:56:36","doi":"10.21203/rs.3.rs-7843760/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"editorInvitedReview","content":"","date":"2025-11-28T05:47:25+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"20839478666827595690051741535884892927","date":"2025-11-28T04:23:38+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2025-11-17T13:36:38+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2025-11-12T19:39:03+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"","date":"2025-10-26T17:58:32+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2025-10-23T13:25:13+00:00","index":"","fulltext":""},{"type":"submitted","content":"BMC Women's Health","date":"2025-10-23T13:22:56+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"bmc-womens-health","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"bmwh","sideBox":"Learn more about [BMC Women's Health](http://bmcwomenshealth.biomedcentral.com/)","snPcode":"","submissionUrl":"https://www.editorialmanager.com/bmwh/default.aspx","title":"BMC Women's Health","twitterHandle":"","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"em","reportingPortfolio":"BMC Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"6a864031-a979-4c5a-99aa-69a8743f4621","owner":[],"postedDate":"November 28th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2025-11-28T06:56:36+00:00","versionOfRecord":[],"versionCreatedAt":"2025-11-28 06:56:36","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-7843760","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-7843760","identity":"rs-7843760","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

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