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Impact of preoperative radiotherapy on the risk of postpancreatectomy haemorrhage and major morbidity after resection of pancreatic adenocarcinoma including arterial divestment or arterial resection

Stoop, Thomas F; van 't Land, Freek R; Seelen, Leonard W F; Ali, Mahsoem; Sultan, Ahmer; Javed, Ammar A; van Eijck, Casper H J; Thiels, Cornelius A; Hewitt, D Brock; Sparrelid, Ernesto; Uzunoglu, Faik G; Gehrisch, O H Fiete; Daams, Freek; Ishida, Hiroyuki; van Santvoort, Hjalmar C; Molenaar, I Quintus; Leiting, Jennifer L; Erdmann, Joris I; Cappelle, Marie; Ginesini, Michael; Kendrick, Michael L; Napoli, Niccolo; Busch, Olivier R; Franklin, Oskar; Ghorbani, Poya; Schulick, Richard D; Dankha, Rimon; de Wilde, Roeland F; Welsch, Thilo; Te Riele, Wouter; Wolfgang, Christopher L; Besselink, Marc G; Groot Koerkamp, Bas; Boggi, Ugo; Truty, Mark J; Del Chiaro, Marco; Hackert, Thilo; ,
BACKGROUND:Some centres advocate preoperative radiotherapy in patients with pancreatic cancer and arterial involvement despite a lack of Level 1 evidence on survival benefit. Although it has been suggested that preoperative radiotherapy may increase the risk of postpancreatectomy haemorrhage (PPH) and morbidity, evidence is again lacking. This study investigated the association between preoperative radiotherapy and both PPH and major morbidity following arterial divestment/resection during pancreatic adenocarcinoma resection after chemotherapy. METHODS:Consecutive patients diagnosed with pancreatic adenocarcinoma and > 180° arterial involvement who were treated with preoperative chemotherapy with or without radiotherapy followed by pancreatic resection with arterial divestment/resection were included in the study. Logistic regression analyses including propensity score-based overlap weighting were performed to investigate associations between radiotherapy and in-hospital PPH grade B/C and major morbidity, expressed as adjusted risk differences (aRDs). RESULTS:Overall, 246 patients undergoing pancreatic resection with arterial resection (169, 69%) or divestment (77, 31%) were included. Radiotherapy was not associated with PPH (aRD 6%; 95% confidence interval (c.i.) -3 to 14), regardless of arterial divestment (aRD 3%; 95% c.i. -5 to 11) or arterial resection (aRD 12%; 95% c.i. 1 to 23; Pinteraction = 0.189). Radiotherapy was associated with a 14% (95% c.i. 2 to 25) higher risk of major morbidity, especially after arterial resection (aRD 27%; 95% c.i. 11 to 43) compared with arterial divestment (aRD -12%; 95% c.i. -35 to 11; Pinteraction = 0.006) and after external beam radiotherapy (aRD 21%; 95% c.i. 8 to 32) compared with stereotactic body radiotherapy (aRD -12%; 95% c.i. -27 to 6; Pinteraction = 0.0001). Ninety-day mortality was increased, albeit not significantly, after preoperative radiotherapy (10 (8%) versus 3 (3%) deaths with versus without preoperative radiotherapy, respectively; P = 0.067). CONCLUSIONS:Radiotherapy before resection of pancreatic cancer with > 180° arterial involvement was associated with an increased risk of postoperative major morbidity when arterial resection, but not arterial divestment, was performed. This risk should be taken into account when considering preoperative radiotherapy in patients who may require arterial resection.
PMCID:13247997
PMID: 42263218
ISSN: 2474-9842
CID: 6048322

General-purpose large language models outperform specialized clinical AI tools on medical benchmarks

Vishwanath, Krithik; Alyakin, Anton; Ghosh, Mrigayu; Hage, Ali; Neifert, Sean N; Orillac, Cordelia; Mandelberg, Nataniel J; Khan, Hammad A; Lee, Jin Vivian; Yao, Jie J; Small, William Robert; Varma, Aakaash; Hewitt, D Brock; Aphinyanaphongs, Yindalon; Alber, Daniel Alexander; Oermann, Eric Karl
Specialized clinical artificial intelligence (AI) tools are entering medical practice despite scarce independent evaluation. We quantitatively evaluate two clinical AI tools, OpenEvidence and UpToDate Expert AI, built on large language models (LLMs) against three frontier LLMs: GPT-5.2, Gemini 3.1 Pro and Claude Opus 4.6. Our evaluation has three stages: (1) 500 MedQA questions testing medical knowledge, (2) 500 HealthBench items measuring alignment with clinicians and (3) the real clinical queries (RCQ) benchmark, built from 100 de-identified queries from physicians to a general-purpose language model in a live clinical environment. For the RCQ benchmark, 12 US clinicians performed randomized, blinded review of model outputs, producing 1,800 model-question annotations. Frontier LLMs outperformed clinical AI tools in all three evaluations. Clinical AI tools performed comparably to auto-enabled Google Search AI Overview on the RCQ. These findings highlight the need for independent, real-world evaluation of AI tools before they enter clinical settings.
PMID: 42286322
ISSN: 1546-170x
CID: 6049082

ASO Visual Abstract: Increased Mortality with Surgeon Adoption of Robotic Pancreaticoduodenectomy-A National EHR Study of Outcomes

Donnelly, Conor B; Sacks, Greg D; Hewitt, D Brock; Mankowski, Michal; Gentry, Sommer E; Segev, Dorry L; Massie, Allan B
PMID: 42251211
ISSN: 1534-4681
CID: 6044862

Increased Mortality with Surgeon Adoption of Robotic Pancreaticoduodenectomy: A National EHR Study of Outcomes

Donnelly, Conor B; Sacks, Greg D; Hewitt, D Brock; Mankowski, Michal; Gentry, Sommer E; Segev, Dorry L; Massie, Allan B
BACKGROUND:Robotic pancreaticoduodenectomy (RPD) is increasingly performed in the United States. Understanding factors associated with safe adoption of RPD is critical to reducing perioperative mortality during the learning curve. METHODS:Using the Epic Cosmos database, the study identified adult patients (age ≥18 years) who underwent pancreaticoduodenectomy (PD) between 2019 and 2025. Modified Poisson regression was used to assess factors associated with 30-day mortality using adjustment for age, sex, race, ethnicity, insurance, marital status, rural/urban residence, socioeconomic status, and diagnosis. Among surgeons performing two or more RPDs, mortality trends were analyzed across case-number thresholds. Mortality risk was assessed by cumulative RPD and open PD (OPD) experience, with adjustment for age and diagnosis. RESULTS:Among 23,995 patients with a median age of 69 years (interquartile range [IQR], 62-75 years), 1578 (6.6 %) underwent RPD. Use of RPD increased from 4% of PD in 2019 to 10% in 2025. The 30-day mortality was higher for RPD than for OPD (2.7 % vs 2.0 %; adjusted relative risks [aRR], 1.43 (IQR, 1.02-1.95; p = 0.029). In RPD, mortality decreased with increasing surgeon prior experience: 3.9 % (Q1: 0-1 cases), 3.9 % (Q2: 2-4 cases), 2.22 % (Q3: 5-8 cases), 2.67 % (Q4: 9-18 cases), 0.92 % (Q5: 19-71 cases). Increased RPD experience was associated with decreased mortality (per doubling RPD experience: aRR, 0.78 (95 % confidence interval [CI], 0.63-0.96; p = 0.02). The patients who underwent PD between 2023 and 2025 showed no adjusted increase in mortality with robotic technique (aRR, 1.04; 95 % CI, 0.61-1.65; p = 0.85). CONCLUSIONS:Nationwide, adoption of RPD is associated with increased 30-day mortality, which decreases substantially with increasing surgeon RPD experience. These findings suggest that structured, competency-based training pathways are needed to ensure safe dissemination of novel technology, including RPD.
PMID: 42174247
ISSN: 1534-4681
CID: 6038852

Histotripsy for liver tumours: a systematic review and meta-analysis of current clinical evidence

Wehrle, Chase J; Lee, Joshua; Ahmed, Ahmed Sayed; Ul Hassan, Syed Imad; Aucejo, Federico; Javed, Ammar A; Silk, Mikhail; Kwon, David C H; Hewitt, D Brock
BACKGROUND/UNASSIGNED:Histotripsy is a novel, non-invasive, non-ionising, non-thermal method of mechanical tumour disruption that received US FDA approval in October 2023 for the treatment of liver tumours. This study aims to summarise and evaluate the safety and outcomes data following histotripsy of primary and secondary liver tumours. METHODS/UNASSIGNED:statistic and Cochran's Q test. Publication bias was assessed using funnel plot visual inspection and Egger's regression test. Finally, the histotripsy technology was assessed using the IDEAL framework to inform the design of future trials. This work was registered with PROSPERO (CRD420261299804). FINDINGS/UNASSIGNED:= 6.6%). No significant publication bias was detected for mortality and safety outcomes; however, formal assessment of publication bias was limited by the small number of studies for these and all outcomes. All radiological control outcomes showed substantial heterogeneity across studies. INTERPRETATION/UNASSIGNED:Although there is notable heterogeneity across studies, pooled results indicate that histotripsy has high rates of technical feasibility and local control with a favourable side effect profile. Interpretation of these findings is limited by the small number of available studies, variability in outcome definitions and imaging assessment methods, and short follow-up durations. These results underscore the need for larger, prospectively designed studies with standardised reporting frameworks and longer follow-up to more precisely characterise the clinical, radiologic, and quantitative imaging outcomes following histotripsy. FUNDING/UNASSIGNED:None.
PMCID:13139980
PMID: 42094235
ISSN: 2589-5370
CID: 6031452

Re-evaluating routinely collected clinical and laboratory parameters in the preoperative risk assessment of intraductal papillary mucinous neoplasms: model development and internal validation

Hidalgo Salinas, Camila; Grewal, Mahip; Jayaprakash, Vishnu; Habib, Joseph R; Hewitt, D Brock; Kaplan, Brian J; Morgan, Katherine A; Gonda, Tamas A; Wolfgang, Christopher L; Perera, Rafael; Sacks, Greg D; Javed, Ammar A
BACKGROUND:Accurate preoperative malignancy risk assessment in intraductal papillary mucinous neoplasm (IPMN) is essential to balance timely intervention for high-grade dysplasia or invasive cancer (HGD/IC) against avoiding unnecessary or premature surgery in low-grade IPMN. This study aimed to externally validate the 2023 International Association of Pancreatology (IAP)/Kyoto guidelines and develop a combined prediction model incorporating routinely collected clinical data and laboratory parameters. METHODS:We conducted a retrospective cohort study of 194 patients who underwent resection for IPMN between 2012 and 2024. We evaluated the predictive performance of the current IAP/Kyoto criteria ("Kyoto model"), developed a clinical model using routinely available laboratory and clinical variables, and integrated both into a combined model. Model performance was assessed using discrimination and calibration metrics, with internal validation via bootstrapping and five-fold cross-validation. RESULTS:The Kyoto model demonstrated modest discrimination (AUC 0.62). The clinical model, incorporating neutrophil-to-lymphocyte ratio (NLR), smoking history, blood glucose, CA19-9, and alkaline phosphatase, achieved an optimism-corrected AUC of 0.76. Compared to the Kyoto model, the combined model (AUC 0.77) significantly improved discrimination and calibration (p < 0.001). At a predicted probability threshold of >0.75, the combined model achieved a 90% specificity and 91% positive predictive value for HGD/IC, identifying a high-risk subgroup suitable for surgical intervention. CONCLUSIONS:Integrating routinely collected clinical and laboratory parameters with guideline-based imaging features shows promise to enhance preoperative identification of high-risk IPMN in patients already being considered for surgical resection. The combined model offers a practical, high-specificity tool to support surgical decision-making in this selected population, though its performance metrics should not be extrapolated to unselected surveillance cohorts. External validation is required before broader clinical implementation.
PMID: 41820087
ISSN: 1424-3911
CID: 6015002

Clinical and molecular features of resected early onset pancreatic ductal adenocarcinoma: insights from the NCDB and cBioPortal

Mughal, Nabiha A; Mahmud, Omar; Rompen, Ingmar F; Riachi, Mansour E; Kaplan, Brian D; Hewitt, Daniel B; Sacks, Greg D; Wolfgang, Christopher L; Javed, Ammar A
BACKGROUND:Pancreatic cancer with early onset is increasing but comparisons with average onset cases have yielded mixed results (EOPC versus AOPC; age <50 versus ≥50). We compared clinicopathologic features, prognosis, and molecular traits of resected EOPC versus AOPC. METHODS:We retrospectively included patients with PDAC resected between 2010 and 2017 from The National Cancer Database (NCDB). Clinicopathologic data were compared across EOPC versus AOPC. Kaplan-Meier curves and cox-regression were used to perform survival analysis. Molecular features were compared using data from the cBioPortal. RESULTS:24,078 patients with resected PDAC were included, of whom 1698 (7.1 %) had EOPC. Poor prognostic factors, including high grade, advanced T-stage, and lymphovascular invasion, were less prevalent in EOPC (All p < 0.05). Patients with EOPC more frequently received neoadjuvant (28 % vs. 22 %; p < 0.001) and adjuvant chemotherapy (68 % vs. 58 %; p < 0.001) and experienced improved OS (median OS 29.5 vs 25.9 months, p = 0.023; 5-year OS: 26.9 % vs 20.8 %). No differences in the presence of key driver mutations were observed between the two groups but some distinct oncogenic mutations were observed in EOPC. CONCLUSION/CONCLUSIONS:EOPC and AOPC are clinically similar but some cases of EOPC may harbor divergent molecular changes. These patients may have only marginally improved survival.
PMID: 41483963
ISSN: 1477-2574
CID: 6001392

ASO Visual Abstract: Evaluating the Kyoto Guidelines' Worrisome Features and High-Risk Stigmata to Predict High Grade Dysplasia and Invasive Cancer in Intraductal Papillary Mucinous Neoplasms

Levine, Jonah M; Habib, Joseph R; Rompen, Ingmar F; Hewitt, D Brock; Kaplan, Brian; Morgan, Katherine A; Kluger, Michael D; Wolfgang, Christopher L; Javed, Ammar A; Sacks, Greg D
PMID: 41678048
ISSN: 1534-4681
CID: 6002412

Evaluating the Kyoto Guidelines' Worrisome Features and High-Risk Stigmata to Predict High-Grade Dysplasia and Invasive Cancer in Intraductal Papillary Mucinous Neoplasms

Levine, Jonah M; Habib, Joseph R; Rompen, Ingmar F; Hewitt, D Brock; Kaplan, Brian; Morgan, Katherine A; Kluger, Michael D; Wolfgang, Christopher L; Javed, Ammar A; Sacks, Greg D
BACKGROUND:The 2024 Kyoto guidelines for the management of intraductal mucinous neoplasms (IPMNs) build on previous guidelines that consider worrisome features (WF) and high-risk stigmata (HRS) to recommend surveillance or resection. These new guidelines have not yet been validated. METHODS:Patients undergoing pancreatectomy for an IPMN at an academic medical center between 2012 and 2023 were included. IPMNs were categorized as low-grade dysplasia (LGD), high-grade dysplasia (HGD), or invasive carcinoma (IC). Preoperative imaging was used to determine HRS and WF in accordance with the 2024 Kyoto guidelines. We compared IPMNs with LGD to those with HGD or IC using univariate analyses and evaluated logistic regression models with c-statistics. RESULTS:Of 211 patients, 84 (40%) had LGD, 49 (23%) had HGD, and 78 (37%) had IC. Among HRS, obstructive jaundice (p = 0.004), pancreatic duct ≥ 10 mm (p < 0.001), and suspicious or positive cytology (p < 0.001) were significantly associated with HGD/IC. An increasing number of HRS were associated with higher rates of HGD/IC. Among WFs, an abrupt change in the caliber of pancreatic duct with distal pancreatic atrophy (p = 0.001) and cystic growth ≥ 2.5 mm/year (p = 0.033) were significantly associated with higher rates of HGD/IC. Increasing numbers of WFs were also associated with higher rates of HGD/IC. The 2024 Kyoto model showed improved discrimination (area under the curve [AUC] = 0.849) compared with the 2017 Fukuoka model (AUC=0.780, p = 0.06). CONCLUSION/CONCLUSIONS:The risk of HGD/IC in IPMNs increased in a stepwise fashion as the number of WFs increased. The 2024 guidelines represent an advancement over the 2017 guidelines, notably with the inclusion of suspicious cytology as an HRS.
PMID: 41392225
ISSN: 1534-4681
CID: 5978982

The São Paulo International Consensus on Minimally Invasive Pancreatic Surgery for Cancer

Tustumi, Francisco; Calthorpe, Lucia; Fotoohi, Nora; Ribeiro, Thiago Costa; Stolzemburg, Lucas Cata Preta; Bettiati Junior, Andre L; Gonçalves, Caroline de Almeida; de Almeida, Ana P Cursino Briet; Giordano, Allana M Gomes; de Godoy, André Luís; Altenfelder, Dante; Nicioli, Julia; Guimarães, Alexandre C; Requejo, Alejandro S; Diniz, Alessandro Landskron; Oliveira, Alexandre Ferreira; Wei, Alice C; de Moricz, André; Montagnini, Andre L; Visser, Brendan C; Chan, Carlos H F; de Oliveira, Cássio V Cavalcante; Ferrone, Cristina R; Asbun, Domenech; Jonas, Eduard; Ramos, Eduardo J B; Nickel, Felix; Maia, Filipe Kunzler de Oliveira; Apodaca-Torrez, Franz Robert; Barreto, Savio G; Hewitt, D Brock; de Farias, Igor Correia; Frigerio, Isabella; Jang, Jin-Young; Anghinoni, Marciano; Boff, Marcio F; Belotto, Marcos; Giménez, Mariano E; Nakamura, Masafumi; Katz, Matthew H G; Hogg, Melissa E; Kendrick, Michael L; Luyer, Misha D P; Abu Hilal, Mohammad; Ikoma, Naruhiko; Zyromski, Nicholas J; Jarufe, Nicolás; Guevara, Oscar A; Mazza, Oscar; Polanco, Patricio M; Amaral, Paulo Cezar G; Pinheiro, Rodrigo Nascimento; Jeyarajah, D Rohan; Gaujoux, Sebastien; Shrikhande, Shailesh V; Torres, Silvio M; Siriwardena, Ajith K; Kent, Tara S; Hackert, Thilo; Pawlik, Timothy M; Andraus, Wellington; Boggi, Ugo; Asbun, Horacio J; Alseidi, Adnan; Coimbra, Felipe José Fernández
BACKGROUND:Although minimally invasive surgery is widely accepted across surgical disciplines, its role in pancreatic cancer continues to be debated. The objective of the São Paulo Consensus on Minimally Invasive Pancreatic Surgery (MIPS) was to establish consensus statements on the use of MIPS for pancreatic cancer, integrating contemporary evidence and recent advances. METHODS:A scoping literature review informed statement development across five thematic groups: (1) Left Pancreatectomy for Pancreatic Cancer, (2) Pancreatoduodenectomy and Total Pancreatectomy for Pancreatic Cancer, (3) Neuroendocrine Pancreatic Tumors, (4) Patient Evaluation and Surgical Technique, and (5) Implementation, Training, and Innovation. A three-round modified Delphi process was conducted with an international panel of 52 expert pancreas surgeons. Consensus was defined as ≥90 % agreement. RESULTS:From 2590 publications, 185 studies were selected for inclusion. Fifty-two hepatopancreatobiliary surgeons, with a median of 22 years of experience, achieved consensus through a three-round Delphi process. Ultimately, 22 of the initial 28 statements met the ≥90 % agreement threshold. The resulting recommendations provide evidence-based guidance on minimally invasive pancreas resection for cancer, including neuroendocrine tumors, patient evaluation, program implementation, and innovation. DISCUSSION/CONCLUSIONS:The São Paulo Consensus provides contemporary, evidence-based recommendations to guide the safe and judicious adoption, implementation, and practice of minimally invasive techniques.
PMID: 41419350
ISSN: 1477-2574
CID: 5979832