Citations

Showing 10 of 107861 citations.

Germline Cancer Testing in Unselected Patients With Neuroendocrine Neoplasms: A Multicenter Prospective Study
Abidoye, Oluseyi , Golafshar, Michael, Kunz, Katie, Alheraki, Samee Zane, Alsulaiman, Abdullah , Klint, Margaret, Esplin, Edward, Nussbaum, RL, Starr, Jason, Ahn, Daniel, Halfdanarson, Thorvardur, Samadder, N. Jewel , Eslinger, Cody , Alheraki, Samee Z, Samadder, Niloy J, Abidoye, Oluseyi , Golafshar, Michael A. , Elsabbagh, Zaid , Alheraki, Samee Zane Masauding, Esplin, Edward D. , Ahn, Daniel H , Bekaii‐Saab, Tanios , Sonbol, Mohamad Bassam

Mayo Clinic

Pancreas | June 4, 2026 | Volume: 55 | Issue: 8 | Pages: e850-e855

10.1097/mpa.0000000000002665 | PMID 42240119 Get It

Purpose: Neuroendocrine neoplasms (NENs) are increasingly recognized to have a hereditary predilection, yet the prevalence and clinical relevance of pathogenic germline variants (PGVs) in unselected patients with NEN remain poorly defined. This prospective, multicenter study aimed to evaluate the prevalence and clinical utility of PGVs through universal multigene panel testing in a diverse cohort of patients with NENs. Patients and Methods: Between 2018 and 2024, we enrolled unselected patients with NENs from 3 Mayo Clinic Cancer Centers. Germline genetic testing was performed using a next-generation sequencing panel of up to 84 cancer predisposition genes. Patients were not selected based on age, disease stage, ethnicity, or family history. Variants were classified as PGVs, variants of uncertain significance (VUS), or negative. Clinical and demographic data were analyzed descriptively. Results: Among 88 patients, PGVs were identified in 15.9% (n=14), most frequently in high- or moderate-penetrance genes including MEN1 , CHEK2 , MITF , and MUTYH . PGVs were most commonly found in pancreatic NENs [n=12/55 (21.8%)], followed by small bowel NENs [n=2/20 (10%)], with no PGVs detected in lung NENs. Mismatch repair (MMR) gene alterations were identified in 5.7% of patients, including 1 MLH1 PGV and 4 MSH2/MSH6 VUS, 2 of which demonstrated MMR deficiency by protein testing. VUS were reported in 34.1% of patients. Notably, 35.7% of PGV-positive patients did not meet current NCCN or ACMG testing criteria, and 53.9% had PGVs in genes outside of cancer-specific guideline recommendations. Conclusions: Universal germline testing in unselected patients with NEN identified clinically relevant PGVs in over 15% of cases. These findings support broader genetic testing approaches to guide treatment, enhance familial risk assessment, and inform cascade testing—regardless of traditional clinical selection criteria.
Stool Microbiota, Metabolites, and Fecal Incontinence in Women
Arya, Lily A. , Kashyap, Purna , Carnes, Megan U., Mathur, Ravi, Richter, Holly E., Andy, U., Jelovsek, J. Eric, Siddiqui, Nazema Y., Morrow, Casey D. , Lefkowitz, Elliot J. , Pol, William J. Van Der, Broeckling, Corey, Carper, Benjamin, Jeney, Sarah E.S., Zyczynski, Halina M. , Dyer, Keisha Y., Carberry, Cassandra, Mazloomdoost, D., Network, for the NICHD Pelvic Floor Disorders, Arya, Lily A. , Carnes, Megan Ulmer , Mathur, Ravi , Richter, Holly E , Andy, Uduak Umoh , Pol, William J. Van Der, Broeckling, Corey D. , Carper, Benjamin , Jeney, Sarah E.S. , Carberry, Cassandra, Mazloomdoost, Donna , Gantz, Marie G.

Mayo Clinic

Urogynecology | June 4, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/spv.0000000000001885 | PMID 42240124 Get It

Importance Stool metabolites influencing gut motility and sensation may contribute to fecal incontinence (FI). Objective The objective of this study was to test whether FI is associated with higher levels of butyrate and Clostridiales taxa in stool. Study Design Stool metabolites and microbiota were compared between 96 women with FI and 42 controls. FI frequency and subtype (urgency vs insensible) were measured using a 14-day bowel diary, St. Mark’s score, and the Accidental Bowel Leakage questionnaire. Metabolite analysis included targeted analysis (8 short-chain fatty acids including butyrate, 17 bile acids, and 8 tryptophan derivatives) and untargeted analysis. Stool microbiota were characterized using 16S rRNA gene sequencing. Multivariable and exploratory multiomics factor analysis were performed with statistical significance defined as false discovery rate (FDR) ≤0.10. Results The FI group had a higher proportion of Bristol stool types 2 and 6 than controls ( P = 0.005). The mean number of leaks for the FI group was 1.7 ± 1.7 per day, 38% had urgency FI, and 39% had insensible FI. There was no significant difference between groups in butyrate levels and Clostridiales taxa. Multiomics analysis identified glycerolipids (monoacylglycerols and diacylglycerols) associated with FI (FDR = 0.08). In addition, insensible FI was associated with glycerolipids, long-chain saturated and monounsaturated fatty acids, phospholipids, and dipeptides (FDR = 0.08–0.09). The top weighted microbiota associated with these metabolites were Lachnospiraceae and Ruminococcaceae; however, these taxa were not directly associated with FI. Conclusion Butyrate and Clostridiales were not associated with FI. Novel stool metabolite signatures were identified, suggesting new biological pathways and potential therapeutic targets for FI.
Development and Validation of a Novel Conditional Event‐Free Survival Tool in Diffuse Large B‐Cell Lymphoma
Chen, Zhengming, Luan, Danny , Jørgensen, Rasmus Rask Kragh , El-Galaly, Tarec C., Nastoupil, Loretta J., Cerhan, James R. , Flowers, Christopher R., Link, Brian K., Lossos, Izidore S. , Stephens, Deborah M., Cohen, Jonathon, Nowakowski, Grzegorz, Bartlett, Nancy, Friedberg, Jonathan W. , Kahl, Brad S., Leonard, John P., Brown, Peter, Smedby, Karin E., Martin, Peter, El‐Galaly, Tarec Christoffer , Rask Kragh Jørgensen, Rasmus , Maurer, Matthew , El-Galaly, Tarec C , Cerhan, James R , Lossos, Izidore S , Habermann, Thomas , Jakobsen, Lasse Hjort , Maurer, Matthew J. , Nastoupil, Loretta J. , Flowers, Christopher R. , Link, Brian K. , Stephens, Deborah M. , Habermann, Thomas M. , Nowakowski, Grzegorz, Bartlett, Nancy L. , Kahl, Brad S. , Smedby, Karin E. , Jerkeman, Mats

Mayo Clinic

American Journal of Hematology | June 4, 2026 | Volume: 101 | Issue: 9 | Pages: 2137-2146

10.1002/ajh.70398 | PMID 42240061 Get It

ABSTRACT One quarter of patients with diffuse large B‐cell lymphoma (DLBCL) who achieve a complete response following front‐line therapy will eventually experience disease relapse. Existing prognostic models use baseline factors to predict outcomes from the start of initial therapy and are not intended for use following completion of treatment. We developed a conditional event‐free survival (cEFS) tool that predicts a patient's risk of lymphoma recurrence after completing front‐line therapy taking into consideration baseline risk characteristics plus the time the patient has been in remission. Model development used pooled and harmonized data from two observational cohorts and four randomized trials of patients with newly diagnosed DLBCL treated with immunochemotherapy and either achieving a complete response or not experiencing an event within 12 weeks of end of therapy. Cox proportional‐hazards regression modeling with backwards stepwise selection was utilized for model development. External validation was performed using a large independent data registry. In total, data from 2757 patients were used for model development. The risk of experiencing an event at a time point after having survived a period of time could be computed parsimoniously using four basic predictors: age, ECOG performance status grade, Ann Arbor stage, and lactate dehydrogenase level. C‐index in the model development cohort was 0.65 (95% CI, 0.63–0.68), compared to 0.64 (95% CI, 0.62–0.66) in the external validation cohort. We believe that this dynamic risk prediction tool will not only aid clinicians in providing data‐driven recommendations for surveillance, but also assist patients themselves with key decisions, such as family planning.
SDAMPP report #1: Holistic review for medical physics residency applicant selection
Yu, Amy S. , Besemer, Abby, Buckey, Courtney, Cetnar, Ashley, DeWeese, Lindsay, Gao, Yu, Lindsay, Patricia, Rodrigues, Anna, Schubert, Leah, Wilson, Joshua, Wisnoskie, Sarah, Yu, Amy Shu-Jung , Buckey, C, Cetnar, Ashley J. , DeWeese, Lindsay , Lindsay, Patricia E, Schubert, Leah , Wisnoskie, Sarah, Juang, Titania

Mayo Clinic

Journal of Applied Clinical Medical Physics | June 4, 2026 | Volume: 27 | Issue: 6 | Pages: No page available

10.1002/acm2.70649 | PMID 42240068 Get It

Abstract Clinical medical physics is a profession that intersects with various groups as part of a broader healthcare team, including dosimetrists, radiation therapists, radiologic and MRI technologists, IT specialists, and physicians. Success in this field requires academic and technical excellence as well as comprehensive skills for working effectively within an interdisciplinary healthcare team. When hiring medical physics residents, the selection of well‐rounded and highly qualified candidates can be facilitated through a holistic review process that ensures consideration of traditional metrics such as academic performance while also accounting for the importance of various experiences, personal attributes, and intrinsic motivations that impact clinical performance and patient care. The Association of American Medical Colleges (AAMC) emphasizes an overall consideration of Experiences, Attributes, Competencies, and Metrics (EACM) as important for the search process. As part of the healthcare community, medical physics shares the same commitment to high‐quality patient care. By adopting the AAMC's EACM framework, medical physics residency programs can strengthen the fairness, rigor, and overall effectiveness of their application review processes—ultimately benefiting applicants, the medical physics community, and the patients we serve. This Society of Directors of Academic Medical Physics Programs (SDAMPP) task report aims to provide information and resources for applying holistic review to the applicant selection process for medical physics residency programs. Our objective is to enable program directors to reevaluate their selection methods in the context of institutional and program missions and goals and to improve the quality and specificity of recruitment by integrating holistic review concepts into their residency recruitment processes. This initiative can inspire change in recruitment practices, aid programs in hiring well‐rounded and well‐qualified residents, and support the professional growth of our trainees in healthcare. This report provides an overview of holistic reviews and its core principles. We review the current literature and provide evidence from successful implementations of holistic review in other medical fields to illustrate how it can benefit our field. Furthermore, we outline actionable recommendations to facilitate transitioning to a holistic review framework and address potential barriers with practical solutions. A supplemental workbook is provided to guide residency programs in developing their own holistic application review and interview processes. With this report, we aim to provide practical implementation guidelines that will allow residency program directors to implement a selection methodology that comprehensively assesses the full qualifications of individual candidates and ultimately fosters the development of versatile and competent clinical medical physicists who are best equipped to advance the field, meet patient needs, and improve patient care.
Postendoscopy esophageal adenocarcinoma and neoplasia: current status and future directions
Goyal, Rohit, Codipilly, D Chamil, Iyer, Prasad G. , Goyal, Rohit , Codipilly, Don C.

Mayo Clinic

Current Opinion in Gastroenterology | June 4, 2026 | Volume: 42 | Issue: 4 | Pages: 288-297

10.1097/mog.0000000000001172 | PMID 42239986 Get It

Purpose of review A substantial proportion of esophageal adenocarcinoma (EAC) and high-grade dysplasia (HGD) cases in Barrett's esophagus (BE) are diagnosed after a dysplasia-negative endoscopy before the next recommended surveillance interval. These are classified as postendoscopy esophageal carcinoma (PEEC) or postendoscopy esophageal neoplasia (PEEN) and represent critical failures of BE surveillance. This review summarizes current definitions, epidemiology, potential etiologies, and evolving strategies to reduce PEEC/PEEN and improve the quality of BE surveillance. Recent findings High-quality endoscopic examination using high-definition white-light endoscopy (HD-WLE) and virtual chromoendoscopy (CE), adherence to the Seattle biopsy protocol, adequate inspection time, and training in the recognition of visible lesions harboring prevalent dysplasia/EAC, are critical in reducing PEEC/PEEN. Initial data on the use of adjunctive tools (wide-area transepithelial sampling) and molecular biomarkers (p53, DNA methylation panels, and Tissue Systems Pathology tests) demonstrate promising results for detecting prevalent dysplasia and for reducing PEEC and PEEN. BE surveillance quality metrics, such as cancer and neoplasia detection rates, have been shown to be inversely associated with PEEN. Summary PEEC and PEEN reflect critical gaps in the effectiveness of BE surveillance. Improving the quality of endoscopic surveillance is essential, including meticulous mucosal inspection, appropriate use of advanced imaging techniques, and adherence to systematic biopsy protocols, to minimize missed neoplasia.
Incremental Prognostic Value of Subendocardial Myocardial Flow Reserve in Patients With Normal Perfusion
Lopez, Diana M. , Brown, Jenifer M. , Divakaran, Sanjay , Weber, Brittany , Hainer, Jon , Carre, Sylvain, Lemley, Mark , Ramirez, Giselle , Shanbhag, Aakash , Kavanagh, Paul, Liang, Joanna X. , Blankstein, Ron , Dorbala, S, Mason, Steve, Wopperer, Samuel , Rosamond, Thomas, Kwieciński, Jacek , Travin, Mark I. , Alexanderson, Erick, Packard, René R S, Feher, A, Sanghani, Rupa, deKemp, Robert A. , Berman, Daniel S. , Slomka, P J, Carli, Marcelo F. Di , Packard, René R. Sevag , Lopez, Diana M , Huck, Daniel , Weber, Brittany , Hainer, Jon , Lemley, Mark , Ramirez, Giselle , Shanbhag, Aakash , Kavanagh, Paul , Blankstein, Ron , Dorbala, Sharmila , Dey, Damini , Knight, Stacey , Le, Viet T , Wopperer, Samuel , Chareonthaitawee, Panithaya , Rosamond, Thomas L , Kwiecinski, Jacek , Miller, Robert J H , Slipczuk, Leandro , Carvajal-Juarez, Isabel , Packard, Rene R S , Al-Mallah, Mouaz H , Einstein, Andrew Jeffrey , Feher, Attila , Acampa, Wanda , Buechel, Ronny R , deKemp, Robert A , Berman, Daniel , Slomka, Piotr J , Di Carli, Marcelo F , Divakaran, Sanjay , Brown, Jenifer Michelle , Kavanagh, Paul , Dey, Damini , Knight, Stacey , Le, Viet T. , Mason, Steve, Chareonthaitawee, Panithaya , Miller, Robert J.H. , Slipczuk, Leandro , Alexanderson, Erick , Carvajal-Juarez, Isabel , Al‐Mallah, Mouaz H. , Sanghani, Rupa Mehta

Mayo Clinic

Circulation | June 4, 2026 | Volume: 154 | Issue: 3 | Pages: 212-222

10.1161/circulationaha.125.078816 | PMID 42237914 Get It

BACKGROUND: Although the prognostic utility of positron emission tomography (PET) myocardial flow reserve (MFR) is well established, emerging data suggest that reduced subendocardial flows also predict adverse outcomes. However, the incremental value of subendocardial MFR (MFR SE ) beyond transmural MFR (MFR TM ) remains unclear. METHODS: We studied patients in a multicenter PET registry with normal perfusion on stress/rest Rb-82 PET, excluding those with a previous history of coronary artery bypass surgery, heart transplantation, or left ventricular ejection fraction <40%. The optimal MFR SE cutoff for predicting major adverse cardiovascular events (MACEs; death, myocardial infarction [MI], revascularization, or heart failure [HF] hospitalization) was determined using Youden’s index. Patients were stratified into 3 groups: concordant-normal (MFR TM ≥2.0; MFR SE ≥2.1), discordant (low-MFR SE , normal MFR TM ), and abnormal MFR TM . Clinical outcomes were compared by MFR groups. RESULTS: Among 6603 patients (normal N=4103; discordant N=885; abnormal N=1615) the mean age was 66.3±12.4 years, and 54% were women. Compared with the concordant-normal group, patients with discordant low-MFR SE were older and more likely to have hypertension, diabetes, peripheral artery disease, and previous percutaneous coronary intervention. The median MFR TM for normal, discordant, and abnormal groups were 2.86, 2.15, and 1.72, respectively. Over a median follow-up of 4.9 years, 1661 MACE events occurred. Discordant low-MFR SE patients had a higher risk of MACE (hazard ratio [HR], 1.41; 95% CI, 1.22–1.64) and all-cause mortality (HR, 1.36; 95% CI, 1.14–1.61) compared with concordant-normal patients. The discordant group had an intermediate absolute risk of MACE, with an adjusted annualized event rate of 5.79% (95% CI, 5.10–6.49) compared with 3.99% (95% CI, 3.67–4.30; P <0.001) in the concordant-normal group and 8.35% (95% CI, 7.71–9.00; P <0.001) in the abnormal MFR TM group. CONCLUSIONS: Subendocardial MFR reveals clinically meaningful risk heterogeneity among patients with preserved transmural flow reserve, helping refine risk stratification beyond traditional PET metrics.
Primary Arthroscopic Labral Repair in Acetabular Overcoverage: PROMs and Arthroplasty Rates at Midterm Follow-up
Iyer, Sanathan , Ina, Jason , Kang, Louis , Cabarcas, Brandon , Okoroha, Kelechi R. , Levy, Bruce A., Krych, Aaron J. , Hevesi, Mario , Krych, Aaron J , Hevesi, Mario , Ina, Jason G , Kang, Louis S , Cabarcas, Brandon C. , Levy, Bruce A.

Mayo Clinic

The American Journal of Sports Medicine | June 4, 2026 | Volume: 54 | Issue: 9 | Pages: 2187-2193

10.1177/03635465261453067 | PMID 42237869 Get It

Background: Acetabular overcoverage (pincer morphology) has been suggested to be both a source of pain and dysfunction and potentially protective against osteoarthritic change. Purpose: To compare the minimum 5-year clinical outcomes of patients undergoing primary hip arthroscopic labral repair with a lateral center edge angle (LCEA) of ≥40° as compared with nondysplastic controls with an LCEA of 25° to 40°. Study Design: Cohort study; Level of evidence, 3. Methods: A retrospective review was performed to identify all patients who underwent primary hip arthroscopic labral repair between 2009 and 2019 at a single academic institution. Patients with an LCEA of ≥40° (pincer) were propensity-matched to nondysplastic controls with an LCEA of 25° to 40° on a 1-to-2 basis by sex, age, body mass index, and surgery year. Patient-reported outcome measures (PROMs)—including visual analog scale, Tegner activity score, modified Harris Hip Score, International Hip Outcome Tool (iHOT-12), and Hip Outcome Score were analyzed—as were reoperations and conversions to total hip arthroplasty (THA). Results: A total of 55 patients with pincer morphology (preoperative LCEA: 41.9°± 2.1°) were matched to 110 nondysplastic controls (LCEA: 31.2°± 4.1°), resulting in a total of 165 hips in 163 patients (67% women, mean age: 37.7 ± 9 years). Pincer patients were corrected to a mean postoperative LCEA of 38.7°± 4.1º ( P < .001), with 22 pincer patients having residual overcoverage; namely, a postoperative LCEA ≥40° (range, 40°-45.8°). There were no differences between cohorts regarding intraoperative characteristics—including femoral and acetabular Outerbridge grade—as well as capsulotomy type and the presence of capsular repair ( P ≥ .210). At a mean 8-year follow-up (range, 5.1-13.2), there was no difference in any postoperative PROMs between pincers and controls ( P ≥ .215) and no difference in PROMs between patients with residual overcoverage and pincer patients with a postoperatively normalized LCEA ( P ≥ .291). At final follow-up, 4 patients in the pincer cohort (7%) and 21 controls (19%) converted to THA ( P = .046). Conclusion: Patients with lateral acetabular overcoverage demonstrated similar and satisfactory postoperative PROMs at a minimum 5-year follow-up compared with propensity-matched nondysplastic controls, regardless of whether the LCEA was corrected to <40°. Of note, nondysplastic controls demonstrated a higher rate of conversion to THA, suggesting a potentially chondroprotective role for acetabular overcoverage.
EBUS ‐Guided Incidental Finding of Pulmonary Vein Thrombosis: A Case Report and Literature Review
Alqawasma, M, Yesilkaya, Y E, Rojas-Zapata, Tatiana A. , Murillo‐Torres, Regina, Lee-Mateus, A Yu, Vu, L, Fleissner, Zachary J., Husta, B C, Abia‐Trujillo, David , Fernandez-Bussy, S, Lee‐Mateus, Alejandra Yu , Vu, Linh H. , Alqawasma, Mohammed A., Yesilkaya, Yunus E, Yu Lee-Mateus, Alejandra , Vu, Linh H , Abia-Trujillo, David , Murillo‐Torres, Regina M.

Mayo Clinic

Respirology Case Reports | June 4, 2026 | Volume: 14 | Issue: 6 | Pages: No page available

10.1002/rcr2.70612 | PMID 42369328 Get It

ABSTRACT Pulmonary vein thrombosis (PVT) is an uncommon but potentially fatal condition that is often underdiagnosed due to nonspecific clinical presentation. We report a case of a 47‐year‐old woman with a thrombus in the right inferior pulmonary vein incidentally found during a robotic‐assisted bronchoscopy biopsy (RAB) and endobronchial ultrasound (EBUS) performed for mediastinal evaluation and lymph node sampling. PVT was confirmed with computed tomography pulmonary angiography, and the patient was successfully treated with anticoagulation therapy. A review of the literature revealed that reports of PVT detected via EBUS are exceedingly rare and usually malignant in nature. To our knowledge, this is the first peer‐reviewed case report describing PVT identified incidentally during EBUS, underscoring the potential of this technique to reveal clinically significant vascular abnormalities.
Time Is Key: Early Diagnosis of Post-Transplant Lymphoproliferative Disorder Presenting as Primary CNS Diffuse Large B-Cell Lymphoma
Altunbas, Asli , Desai, Aarti, Muniz, Andrea , Alasi, Hussien , Chaudhary, Rajvi, Bangari, Laxmi Raj , Dadwal, Surbhi, Ruiz, Jose, Leoni, Juan , Hammack, Julie, Powers, H. R. , Foran, James, Goswami, Rohan , Desai, Aarti , Desai, Aarti , Al-Asi, Hussien , Powers, Harry R , Leoni, Juan Carlos , Goswami, Rohan M , Dadwal, Surbhi , Ruiz, Jose , Hammack, Julie E.

Mayo Clinic

Current Oncology | June 4, 2026 | Volume: 33 | Issue: 6 | Pages: 333

10.3390/curroncol33060333 | PMID 42346233 Get It

Post-transplant lymphoproliferative disorder (PTLD) involving the central nervous system (CNS) is a rare but serious life-threatening complication seen in recipients of solid organ transplant. Primary CNS encompasses 5–15% of all types of PTLD diagnoses, and heart transplant recipients represent 3–5% of those reported cases. Diagnosis is often delayed due to the highly variable presentation, with some cases remaining undiagnosed for years. Multidisciplinary collaboration is crucial for early diagnosis and management. A 53-year-old woman patient presented with altered mental status. MRI revealed nodular ventriculitis and bilateral periventricular hyperdense infiltrates. CSF studies demonstrated lymphocytic pleocytosis, elevated protein, and EBV-PCR-positive results. A stereotactic brain needle biopsy confirmed the presence of EBV-positive diffuse large B-cell lymphoma, consistent with primary CNS PTLD, 14 months after her heart transplant. Despite appropriate management, the patient experienced progressive neurological decline and ultimately suffered a fatal intracerebral hemorrhage. We demonstrate the importance of the early diagnosis and variable presentation of post-heart-transplant PTLD. The importance of surveillance regardless of EBV status and close monitoring of disease progression due to potential life-threatening complications, such as fatal hemorrhages. Therefore, primary CNS-PTLD remains a challenging disease and is being increasingly recognized with improved transplant recipient survival and prolonged exposure to chronic immunosuppression.
Automated pupillometry for detection of delirium in surgical intensive care patients
Míča, Patrik, Lukeš, Marek, Pokorna, Andrea, Hruda, Jan , Olson, Lyle, Cundrle, I, Pokorná, Andrea, Svoboda, Michal , Čundrle, Ivan

Mayo Clinic

Frontiers in Medicine | June 4, 2026 | Volume: 13 | Issue: No issue available | Pages: No page available

10.3389/fmed.2026.1822468 | PMID 42328550 Get It

Background Delirium is a frequent and serious complication in critically ill patients and associated with adverse outcomes. Automated pupillometry has emerged as a potential diagnostic tool for the detection of delirium. However, pupillometric parameters are also influenced by pain, potentially confounding their relationship to delirium. The aim of this study was to evaluate the association between automated pupillometry parameters and delirium in patients with high risk of pain (surgical patients) admitted to intensive care units (ICU). Methods This prospective multicenter observational study included adult surgical patients admitted to an ICU between April 2023 and August 2025. Delirium was assessed every 6 h after admission using CAM-ICU. Automated pupillometry together with pain intensity scores (VAS, CPOT, BPS) were performed concurrent with CAM-ICU. To account for repeated measurements within individual patients, a generalized linear mixed-effects model (GLMM) with patient as a random effect was used to evaluate the association between pupillometric parameters and diagnosed delirium. Results Forty-nine patients were included, yielding 417 measurements, of which 48 (12%) were done in patients who were simultaneously CAM-ICU positive. Among pupillometric variables, only average pupillary latency (LAT avg) was significantly shorter in patients with delirium ( p = 0.01). In the mixed-effects model adjusted for sedation depth, level of consciousness, and pain intensity, LAT avg. was independently associated with delirium (OR 1.55 per 0.01; 95% CI 1.13–2.13; p = 0.007). Conclusion In surgical ICU patients, shortened pupillary light reflex latency is associated with delirium. Automated pupillometry may serve as a useful tool for detection of delirium in this population. Clinical trial registration https://clinicaltrials.gov/study/ Identifier: NCT05811208.