{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T15:35:23Z","timestamp":1779291323124,"version":"3.51.4"},"reference-count":30,"publisher":"American Medical Association (AMA)","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Dermatol"],"published-print":{"date-parts":[[2026,5,1]]},"abstract":"<jats:sec id=\"ab-doi260008-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>Deep laryngeal involvement occurs in 10% to 40% of patients with pemphigus vulgaris and can cause life-threatening airway complications. However, fiber-optic laryngoscopy\u2014the standard detection method\u2014is invasive and causes patient discomfort. Evidence-based criteria for determining which patients require laryngoscopic examination are lacking.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-doi260008-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To develop and internally validate a clinical prediction model for deep laryngeal involvement in patients with pemphigus vulgaris.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-doi260008-6\">\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>Retrospective cohort study of consecutive patients with pemphigus vulgaris evaluated at Rabin Medical Center, a tertiary dermatology referral center in Israel, between January 2015 and December 2022. All patients had a confirmed pemphigus vulgaris diagnosis based on clinical presentation, histopathology, and direct immunofluorescence as well as complete laryngoscopic examination data. Data analysis was performed from January to November 2024.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-doi260008-7\">\n                    <jats:title>Main Outcomes and Measures<\/jats:title>\n                    <jats:p>The primary outcome was deep laryngeal involvement confirmed by flexible fiber-optic laryngoscopy. A prediction model was developed using Firth penalized logistic regression with multiple imputation for missing data and bootstrap validation for internal validation.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-doi260008-8\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Among 247 patients with pemphigus vulgaris (mean [SD] age, 61.5 [15.7] years; 135 [54.7%] female), 49 (19.8%) had deep laryngeal involvement confirmed by laryngoscopy. Three clinical predictors were identified: hoarseness (odds ratio [OR], 2.50 [95% CI, 1.10-5.69]), dysphagia (OR, 6.22 [95% CI, 2.78-13.92]), and Pemphigus Disease Area Index score with a significant sex interaction (\n                      <jats:italic toggle=\"yes\">P<\/jats:italic>\n                      \u2009=\u2009.03). A simplified scoring system stratified patients into low-risk (0-1 points; 0% observed involvement), intermediate-risk (2-3 points; 15.3%), and high-risk (\u22654 points; 66.7%) categories. The model achieved an area under the receiver operating characteristic curve of 0.78 (95% CI, 0.71-0.84), with a negative predictive value of 92.6%.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-doi260008-9\">\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>In this study, the clinical prediction model using routinely assessed parameters achieved good discrimination and high negative predictive value. If externally validated, this tool may help identify low-risk patients who can safely defer laryngoscopy while prioritizing higher-risk patients for evaluation.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamadermatol.2026.0391","type":"journal-article","created":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T15:31:31Z","timestamp":1775057491000},"page":"497","source":"Crossref","is-referenced-by-count":0,"title":["Predicting Laryngeal Involvement in Pemphigus Vulgaris Using a Clinical Risk Score"],"prefix":"10.1001","volume":"162","author":[{"given":"Dean","family":"Ariel","sequence":"first","affiliation":[{"name":"Gray Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel"},{"name":"Department of Family Medicine, Clalit Health Services, Tel Aviv-Yafo District, Tel Aviv, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nir","family":"Tsur","sequence":"additional","affiliation":[{"name":"Gray Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel"},{"name":"Department of Otolaryngology\u2013Head and Neck Surgery, Rabin Medical Center \u2013 Beilinson Hospital, Petach Tikva, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Mimouni","sequence":"additional","affiliation":[{"name":"Gray Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel"},{"name":"Division of Dermatology, Rabin Medical Center \u2013 Beilinson Hospital, Petach Tikva, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tamir","family":"Lotan","sequence":"additional","affiliation":[{"name":"Gray Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gal","family":"Trieman","sequence":"additional","affiliation":[{"name":"Gray Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel"},{"name":"Department of Internal Medicine A, Beilinson Hospital, Rabin Medical Center, Petach Tikva, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meital","family":"Oren-Shabtai","sequence":"additional","affiliation":[{"name":"Gray Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv, Israel"},{"name":"Division of Dermatology, Rabin Medical Center \u2013 Beilinson Hospital, Petach Tikva, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10","reference":[{"issue":"3","key":"doi260008r1","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1016\/j.jaad.2018.02.021","article-title":"Diagnosis and management of pemphigus: recommendations of an international panel of experts.","volume":"82","author":"Murrell","year":"2020","journal-title":"J Am Acad Dermatol"},{"issue":"4","key":"doi260008r2","doi-asserted-by":"publisher","first-page":"733","DOI":"10.1111\/j.1365-2133.2007.07783.x","article-title":"Ear, nose and throat manifestations in pemphigus vulgaris.","volume":"156","author":"Espa\u00f1a","year":"2007","journal-title":"Br J Dermatol"},{"issue":"4","key":"doi260008r3","doi-asserted-by":"publisher","first-page":"609","DOI":"10.1067\/mjd.2001.112225","article-title":"Laryngeal and nasal involvement in pemphigus vulgaris.","volume":"44","author":"Hale","year":"2001","journal-title":"J Am Acad Dermatol"},{"issue":"10","key":"doi260008r4","doi-asserted-by":"publisher","first-page":"1041","DOI":"10.1017\/S0022215112001375","article-title":"Laryngeal involvement in pemphigus vulgaris: a proposed classification.","volume":"126","author":"Mahmoud","year":"2012","journal-title":"J Laryngol Otol"},{"issue":"3","key":"doi260008r5","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1111\/j.1601-0825.2005.01139.x","article-title":"Number II: pemphigus vulgaris.","volume":"11","author":"Black","year":"2005","journal-title":"Oral Dis"},{"issue":"7","key":"doi260008r6","first-page":"521","article-title":"Timely recognition of pemphigus vulgaris by dental professionals.","volume":"44","author":"Fatahzadeh","year":"2013","journal-title":"Quintessence Int"},{"issue":"10201","key":"doi260008r7","doi-asserted-by":"publisher","first-page":"882","DOI":"10.1016\/S0140-6736(19)31778-7","article-title":"Pemphigus.","volume":"394","author":"Schmidt","year":"2019","journal-title":"Lancet"},{"issue":"6","key":"doi260008r8","doi-asserted-by":"publisher","first-page":"811","DOI":"10.1002\/hed.24409","article-title":"Laryngeal examination in thyroid and parathyroid surgery: an American Head and Neck Society consensus statement.","volume":"38","author":"Sinclair","year":"2016","journal-title":"Head Neck"},{"issue":"12","key":"doi260008r9","doi-asserted-by":"publisher","first-page":"5939","DOI":"10.1007\/s00405-022-07525-1","article-title":"Safety of office-based flexible endoscopic procedures of the pharynx and larynx under topical anesthesia.","volume":"279","author":"Woisard","year":"2022","journal-title":"Eur Arch Otorhinolaryngol"},{"issue":"8","key":"doi260008r10","doi-asserted-by":"publisher","first-page":"3719","DOI":"10.1002\/lary.31448","article-title":"Characteristic laryngeal findings in patients with pemphigus vulgaris.","volume":"134","author":"Hosoya","year":"2024","journal-title":"Laryngoscope"},{"issue":"11","key":"doi260008r11","doi-asserted-by":"publisher","first-page":"1324","DOI":"10.1111\/j.1468-3083.2011.03981.x","article-title":"Ear, nose and throat involvement in patients with pemphigus vulgaris: correlation with severity, phenotype and disease activity.","volume":"25","author":"Kavala","year":"2011","journal-title":"J Eur Acad Dermatol Venereol"},{"issue":"5","key":"doi260008r12","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1007\/s00405-006-0208-6","article-title":"Laryngeal pemphigus without skin manifestations and review of the literature.","volume":"264","author":"Vasiliou","year":"2007","journal-title":"Eur Arch Otorhinolaryngol"},{"key":"doi260008r13","doi-asserted-by":"publisher","first-page":"g7594","DOI":"10.1136\/bmj.g7594","article-title":"Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement.","volume":"350","author":"Collins","year":"2015","journal-title":"BMJ"},{"issue":"2","key":"doi260008r14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1001381","article-title":"Prognosis Research Strategy (PROGRESS) 3: prognostic model research.","volume":"10","author":"Steyerberg","year":"2013","journal-title":"PLoS Med"},{"issue":"12","key":"doi260008r15","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1001\/jamapsychiatry.2018.2530","article-title":"The science of prognosis in psychiatry: a review.","volume":"75","author":"Fusar-Poli","year":"2018","journal-title":"JAMA Psychiatry"},{"issue":"1","key":"doi260008r16","doi-asserted-by":"publisher","first-page":"W1-73","DOI":"10.7326\/M14-0698","article-title":"Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD): explanation and elaboration.","volume":"162","author":"Moons","year":"2015","journal-title":"Ann Intern Med"},{"issue":"6","key":"doi260008r17","doi-asserted-by":"publisher","first-page":"1043","DOI":"10.1016\/j.jaad.2008.01.012","article-title":"Consensus statement on definitions of disease, end points, and therapeutic response for pemphigus.","volume":"58","author":"Murrell","year":"2008","journal-title":"J Am Acad Dermatol"},{"issue":"10","key":"doi260008r18","doi-asserted-by":"publisher","first-page":"2404","DOI":"10.1038\/jid.2009.72","article-title":"Reliability and convergent validity of two outcome instruments for pemphigus.","volume":"129","author":"Rosenbach","year":"2009","journal-title":"J Invest Dermatol"},{"issue":"3","key":"doi260008r19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v045.i03","article-title":"mice: multivariate imputation by chained equations in R.","volume":"45","author":"van Buuren","year":"2011","journal-title":"J Stat Softw"},{"issue":"25","key":"doi260008r20","doi-asserted-by":"publisher","first-page":"3591","DOI":"10.1002\/sim.8682","article-title":"Handling missing predictor values when validating and applying a prediction model to new patients.","volume":"39","author":"Hoogland","year":"2020","journal-title":"Stat Med"},{"issue":"1","key":"doi260008r21","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1093\/biomet\/80.1.27","article-title":"Bias reduction of maximum likelihood estimates.","volume":"80","author":"Firth","year":"1993","journal-title":"Biometrika"},{"issue":"8","key":"doi260008r22","doi-asserted-by":"publisher","first-page":"774","DOI":"10.1016\/S0895-4356(01)00341-9","article-title":"Internal validation of predictive models: efficiency of some procedures for logistic regression analysis.","volume":"54","author":"Steyerberg","year":"2001","journal-title":"J Clin Epidemiol"},{"issue":"1","key":"doi260008r23","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1177\/0962280215620828","article-title":"Performance of informative priors skeptical of large treatment effects in clinical trials: a simulation study.","volume":"27","author":"Pedroza","year":"2018","journal-title":"Stat Methods Med Res"},{"issue":"10083","key":"doi260008r24","doi-asserted-by":"publisher","first-page":"2031","DOI":"10.1016\/S0140-6736(17)30070-3","article-title":"First-line rituximab combined with short-term prednisone versus prednisone alone for the treatment of pemphigus (Ritux 3): a prospective, multicentre, parallel-group, open-label randomised trial.","volume":"389","author":"Joly","year":"2017","journal-title":"Lancet"},{"issue":"2","key":"doi260008r25","doi-asserted-by":"publisher","first-page":"796","DOI":"10.1177\/0962280214558972","article-title":"Events per variable (EPV) and the relative performance of different strategies for estimating the out-of-sample validity of logistic regression models.","volume":"26","author":"Austin","year":"2017","journal-title":"Stat Methods Med Res"},{"key":"doi260008r26","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.ijmedinf.2018.05.006","article-title":"Comparison of variable selection methods for clinical predictive modeling.","volume":"116","author":"Sanchez-Pinto","year":"2018","journal-title":"Int J Med Inform"},{"issue":"2","key":"doi260008r27","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1001\/jamaoto.2021.3505","article-title":"Key aspects of prognostic model development and interpretation from a clinical perspective.","volume":"148","author":"Hoesseini","year":"2022","journal-title":"JAMA Otolaryngol Head Neck Surg"},{"issue":"4","key":"doi260008r28","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1001\/jamainternmed.2019.7194","article-title":"Clinical advances in sex- and gender-informed medicine to improve the health of all: a review.","volume":"180","author":"Bartz","year":"2020","journal-title":"JAMA Intern Med"},{"issue":"18","key":"doi260008r29","doi-asserted-by":"publisher","DOI":"10.1172\/JCI180076","article-title":"Mechanisms underlying sex differences in autoimmunity.","volume":"134","author":"Fairweather","year":"2024","journal-title":"J Clin Invest"},{"issue":"10","key":"doi260008r30","first-page":"1225","article-title":"Gender-based variability in disease presentation in pemphigus vulgaris.","volume":"13","author":"Naseer","year":"2014","journal-title":"J Drugs Dermatol"}],"container-title":["JAMA Dermatology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamadermatology\/articlepdf\/2847174\/jamadermatology_ariel_2026_oi_260008_1779281394.4989.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T15:00:21Z","timestamp":1779289221000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamadermatology\/fullarticle\/2847174"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,1]]},"references-count":30,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2026,5,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamadermatol.2026.0391","relation":{},"ISSN":["2168-6068"],"issn-type":[{"value":"2168-6068","type":"print"}],"subject":[],"published":{"date-parts":[[2026,5,1]]}}}