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127 citation(s) found for "Re, Federica".

2025 Consensus Clinical Management Guidelines for Niemann‐Pick Disease Type C
Hiwot, Tarekegn , Porter, Forbes D. , Ramaswami, U, Hastings, Caroline, Héron, Bénédicte, Hopkin, Justin, Melville, Joella, Amartino, Hernán, Ezgü, Fatih, Gissen, Paul, Gibson, James B., Giugliani, Roberto, Staretz‐Chacham, Orna, Platt, Frances, Guffon, Nathalie , Julich, Kristina, Lehman, Anna, Nadjar, Yann , Schneider, Susanne A., Jones, Simon, Mengel, Eugen , Tchan, Michel , Göker-Alpan, Özlem , Dawson, Charlotte, Cowie, Sandra, Mathieson, Toni, Berry‐Kravis, Elizabeth, Gissen, Paul , Platt, Frances M. , Geberhiwot, Tarekegn , Ramaswami, Uma , Ramaswami, Uma , Hastings, Caroline , Deodato, Federica , Julich, Kristina , Nadjar, Yann , Goker-Alpan, Ozlem , Mathieson, Toni , Patterson, Marc C. , Gissen, Paul , Hiwot, Tarekegn, Bremova-Ertl, Tatiana , Héron, Bénédicte , Hopkin, Justin, Amartino, Hernán , Toro, Mireia del , Ezgü, Fatih Süheyl , Ficicioglu, Can H. , Giugliani, Roberto , Staretz‐Chacham, Orna , Kresojević, Nikola D. , Lehman, Anna , Schneider, Susanne A. , Jones, Simon, Walterfang, Mark , Dawson, Charlotte , Berry‐Kravis, Elizabeth

Mayo Clinic

Journal of Inherited Metabolic Disease | April 27, 2026 | Volume: 49 | Issue: 3 | Pages: No page available

10.1002/jimd.70185 | PMID 42036217 Get It

ABSTRACT In 2018, the International Niemann‐Pick Disease Alliance (INPDA) and the International Niemann‐Pick Disease Registry (INPDR) developed and published comprehensive clinical management guidelines to support inclusive and standardized care pathways in Niemann‐Pick disease type C (NPC)—an ultra‐rare, autosomal recessive, neurovisceral lysosomal disorder. Since then, advances in diagnostics, care, and the approval of two novel disease‐modifying agents have underscored the need to revise these guidelines to ensure safe, consistent, and high‐quality care for those affected by NPC. In response, the INPDA and INPDR convened a multidisciplinary Guidelines Development Group (GDG) comprising individuals with NPC expertise from 14 countries across five continents, representing a broad range of specialties, as well as patients and families involved in NPC care. Informed by a comprehensive literature review and two meetings, the GDG systematically reviewed, revised, and updated the 2018 guideline statements, re‐evaluating the level of evidence, strength of recommendations, and expert agreement for each. The resulting 2025 consensus clinical management guidelines constitute a timely, up‐to‐date, and internationally applicable resource for the diagnosis, treatment, and holistic management of individuals with NPC. These guidelines serve as a critical resource for specialist centers, hospital‐based medical teams, staff involved in NPC patient care, family physicians and other primary caregivers, and, importantly, patients and their families.
International Forum on Visceral Myopathy 2024: Advances in the Knowledge of the Disease
Barbara, Pascal de Santa , Lorenzo, Carlo Di, Alves, Maria M. , Beyder, Arthur, Borrelli, Osvaldo, Cacopardo, Ludovica , Ceron, Rachel, Contessa, Antonio, Giorgio, Roberto De, Diamanti, Antonella , Faticato, Maria Grazia, Hashmi, Sohaib K., Huizinga, Jan D. , Kapur, Raj P. , Lambe, Cécile, Lancon, Laurence, McManigal, Ryan, Palmitelli, Alessandro, Perreaux, Victor , Pitto, Michela, Proietti, Elisa, Rendu, John , Rybak, Anna, Sardar, Sabah , Stanghellini, V, Tambucci, Renato , Berghe, Pieter Vanden , Wang, Qianqian, Wangler, Michael, Wolfson, Sharon, Zada, Almira , Cacopardo, Ludovica , Perreaux, Victor , Pitto, Michela , Sanders, Kenton M , Vanden Berghe, Pieter , Wolfson, Sharon , Zada, Almira , Viti, Federica , Ceccherini, Isabella , Heuckeroth, Robert O. , Beyder, Arthur , Borrelli, Osvaldo , Ceron, Rachel H. , Chen, Jihong , Chiappori, Federica , Giorgio, Roberto De , Faure, Sandrine, Lambe, Cécile , Mousa, Hayat M. , Prato, Alessio Pini , PROIETTI, ELISA, Rybak, Anna , Thapar, Nikhil , Vassalli, Massimo , Wangler, Michael F , Zhou, Jiliang

Mayo Clinic

Neurogastroenterology & Motility | April 15, 2026 | Volume: 38 | Issue: 4 | Pages: No page available

10.1111/nmo.70317 | PMID 41981708 Get It

ABSTRACT Background Visceral myopathy (VSCM) is an ultra‐rare life‐threatening condition characterized by severe impairment of gastrointestinal (GI), genitourinary, and uterine smooth muscle. This disorder represents a significant clinical challenge due to variable presentation and the lack of standardized diagnostic and therapeutic protocols. Methods To discuss advances in the field, scientists and clinicians with a special interest in VSCM met in Arenzano, Genova, Italy in October 2024 for the second International Forum on Visceral Myopathy 2024 (IFVM2024) ( https://ifvm2024.ge.ibf.cnr.it/ ). Key Results As in the previous edition of the event ( https://poic‐e‐dintorni.org/efvm‐2022/ ), attendees included clinicians and researchers from around the world who study this disease, representatives from support organizations, patients affected by VSCM and their families, and companies that co‐funded the event. The present manuscript aims to summarize knowledge shared during the IFVM2024 conference, thus providing an updated state‐of‐the‐art summary of VSCM biology and disease management. Conclusions Here, we pay particular attention to the epidemiology of the disease, histopathology, genetics, novel treatments, advances in molecular and cell biology, experimental models, and the lived experiences and impact of this disorder on families.
Type A Aortic Dissection: From Diagnosis to Cardiac Rehabilitation
Loguercio, Monica, Romeo, Maria Grazia , AKINCI, BUKET , Adam, Cristina Andreea , Ullah, Irfan , Supervía, Marta , Trimarchi, Giancarlo , Świątoniowska-Lonc, Natalia , Fogacci, Federica , Perone, Francesco , Akıncı, Buket , Ullah, Irfan , Perone, Francesco

Mayo Clinic

Journal of Clinical Medicine | April 6, 2026 | Volume: 15 | Issue: 7 | Pages: 2749

10.3390/jcm15072749 | PMID 41977050 Get It

Acute type A aortic dissection is a life-threatening condition requiring emergency surgery and complex postoperative management. Although survival rates have improved, many patients experience long-term functional impairments, reduced quality of life, and an elevated risk of complications. Despite strong evidence supporting cardiac rehabilitation in other cardiovascular populations, structured programs remain underutilized in patients with surgically resolved acute type A aortic dissection. Exercise-based cardiac rehabilitation appears feasible and can be delivered safely in carefully selected patients when appropriately adapted to individual needs and conducted under close supervision. Postoperative patients are often physically deconditioned, prone to hospital-acquired disability, and may misjudge exercise intensity. Therefore, individualized exercise prescription, guided by exercise testing when available, is important to support safe training thresholds. Early and gradual introduction of physical activity may help prevent complications associated with immobility, support blood pressure control, and contribute to improvements in functional capacity. However, training volume should be purposefully lower than in conventional program settings to reduce hemodynamic stress. Education on safe exercise parameters and self-monitoring plays a central role in enabling long-term adherence and promoting patient autonomy. Cardiac rehabilitation programs should incorporate dietary, nutritional, and psychological support. Although evidence specific to this patient population remains limited, available data suggest the feasibility and potential benefits of cardiac rehabilitation when delivered with appropriate precautions. Our review underscores the need for a tailored, multidisciplinary CR approach aimed at enhancing physical recovery, supporting cardiovascular stability, and improving overall quality of life in patients following surgery. Further research is required to define optimal program protocols.
Integrated glucagon model for estimation of α-cell responsivity to glucose and amino acids during graded glucose infusion
Boscolo, Federica, Mohan, Sneha , LAURENTI, MARCELLO C. , Kohlenberg, Jacob , Christie, Hannah E. , Vella, Adrian, Man, Chiara Dalla, Man, Chiara Dalla , Vella, Adrian , Mohan, Sneha , Boscolo, Francesca S. , Boscolo, Federica , Egan, Aoife M. , Vella, Adrian , Dalla Man, Chiara , Christie, Hannah E

Mayo Clinic

American Journal of Physiology-Endocrinology and Metabolism | March 12, 2026 | Volume: 330 | Issue: 4 | Pages: E530-E539

10.1152/ajpendo.00389.2025 | PMID 41818159 Get It

In this study, we propose two new mathematical models able to quantify glucagon secretion during a graded glucose infusion, in the presence and absence of amino acids. The models provide an index of α-cell responsivity, G 50 , i.e., the glucose increase required to suppress glucose secretion rate (GSR) by 50%. Results show that the presence of amino acids reduced α-cell responsivity to glucose.
Longitudinal Videofluorographic Dysphagia Measures in Progressive Supranuclear Palsy
Cattani, Anna Chiara, Bhaskaran, J., Ali, Farwa, Stierwalt, Julie A. G., Agosta, F., Filippi, Massimo, Josephs, Keith A, Clark, Heather M. , Whitwell, Jennifer L, Filippi, Massimo , Agosta, Federica , Bhaskaran, Jerusha G, Stierwalt, Julie, Agosta, Federica , Filippi, Massimo , Josephs, Keith A , Whitwell, Jennifer , Clark, Heather M , Ali, Farwa , Josephs, Keith A. , Whitwell, Jennifer L.

Mayo Clinic

Movement Disorders Clinical Practice | March 8, 2026 | Volume: 13 | Issue: 8 | Pages: 1895-1906

10.1002/mdc3.70584 | PMID 41792957 Get It

Abstract Background Dysphagia can lead to fatal aspiration pneumonia in progressive supranuclear palsy (PSP). Little is known about the longitudinal progression of dysphagia or whether it differs across PSP clinical variants. Objectives To characterize longitudinal changes in dysphagia across PSP variants and determine relationships with disease severity and rate of atrophy in PSP‐related regions. Methods Sixty‐one PSP patients were recruited and underwent at least two serial evaluations, comprising neurological and videofluorographic exams, and MRI. Variables‐of‐interest were the oral and pharyngeal total sum scores (OTSS/PTSS) from the Modified Barium Swallow Impairment Profile, the Penetration Aspiration Scale (PAS), Functional Oral Intake Scale (FOIS), and lingual pressure assessments. Rates of change were compared across PSP variants and related to baseline scores, PSP Rating Scale and regional brain atrophy rates. Results Dysphagia progressed longitudinally, particularly with worsening in OTSS and anterior and posterior lingual pressures. Rate of change in OTSS was fastest in PSP with predominant speech‐language disorder. Negative correlations were observed between rates of change and baseline scores for OTSS, PTSS and PAS. Rates of change in lingual pressure measures correlated with rates of change in the PSP Rating Scale. Rate of change in the FOIS correlated with rates of change in OTSS and lingual pressure. Rates of brain atrophy were associated with baseline OTSS, PTSS, and PAS. Conclusions Dysphagia and lingual pressure worsen over time in PSP, with variability in rates of change in the OTSS across PSP variants and evidence that dysphagia is related to rates of atrophy.
Hemodynamics and coronary flow in obstructive and non-obstructive hypertrophic cardiomyopathy
Wierzbowska-Drabik, K, Alfonso, M G D', Mori, F, Franco, A M Del, Vasquez, J P, Re, F, Tesic, M, Djordjevic-Dikic, A, Rosa, S A, Ciampi, Chirino, Pellikka, P, Olivotto, I, Picano, Eugenio, Wierzbowska-Drabik, K, Pálinkás, Eszter Dalma , Alfonso, M G D, Mori, Fabio , Re, Federica , Tesic, M, Djordjevic-Dikic, A, Pálinkás, Attila , Ciampi, Quirino , Pellikka, Patricia A. , Olivotto, Iacopo

Mayo Clinic

European Heart Journal - Cardiovascular Imaging | January 30, 2026 | Volume: 27 | Issue: Supplement_1 | Pages: No page available

10.1093/ehjci/jeaf367.285 Get It

Abstract Background The presence of the significant left ventricular outflow tract gradient (LVOTG) changes clinical symptoms, prognosis and treatment in hypertrophic cardiomyopathy enabling the classification into its obstructive (HOCM) and non-obstructive form (non-HOCM). However, the more detailed functional characteristics and comparison of these forms remains poorly known. Purpose To compare the demographic, clinical and echocardiographic features between non-HOCM (defined as LVOTG < 30 mmHg) and HOCM patients enrolled into multi-centred study in years 1996-2024 as well as to analyse their long –term prognosis in relation to registered LVOTG. Methods We enrolled 1533 HCM patients (age 51 ± 15 years, 965 males, 63%) with ejection fraction (EF) ≥50%, referred for rest transthoracic echocardiography (TTE) in 27 centers, nevertheless quantitative assessment of LVOTG was available in 1252 patients. Survival analysis was performed in a subset of 1200 patients with follow-up information. Beyond standard TTE, the number of B-lines, the maximal diastolic velocity of coronary flow in left anterior descending artery (LAD) as well as left ventricular force defined as the ratio of systolic blood pressure plus LVOTG divided by left ventricular end-systolic volume was assessed with specification of hypercontractile phenotype (HP) as the highest force quartile. Additionally age and sex matched control group was included. Results Compared to non-HOCM patients, HOCM showed a bit higher body mass index (27 ± 4 vs 26 ± 4 kg/m2, p = 0.001), were often burdened with diabetes and hypertension, presented more advanced NYHA class and higher risk of SCD, see Table. In the echocardiographic assessment HOCM presented lower end-systolic left ventricular volume (LV ESV: 27 ± 14 vs 29 ± 13 ml, p = 0.014) although maintained equal stroke volume and even higher ejection fraction (EF: 69 ± 8% vs 67 ± 7%, p < 0.001), cardiac output (CO: 4.3 ± 1.7 vs 4.0 ± 1.4 l/min, p < 0.001) and force in comparison to counterparts without LVOTG. This high-contractility performance was however sustained at the cost of larger left atrium volume index (LAVI: 49 ± 19 vs 40 ± 15 ml/m2, p < 0.001), higher coronary flow velocity (43 ± 12 vs 27 ± 13 cm/s, p < 0.001) as well as more frequent B-lines in the lung assessment. During a median follow-up of 87 months (interquartile range 45 – 143 months), 131 all-cause deaths occurred and not only patients with HOCM but also those with HP showed the worse long-term survival, see Figure. Conclusion HOCM remains the form of HCM burdened with more overt clinical symptoms, signs and prognosis. On the other hand LVOTG seems to be important but not always necessary element of this presentation, which seems to be related even more tightly to general hypercontractility phenotype reflected by higher force and resting coronary flow.Table.Non-HOCM vs HOCM comparison Figure.Force and LVOTG prognostic value
The E-AHPBA—ESSO—Innsbruck consensus recommendations on peri- and postoperative management following liver resection
Maier, Eva , Stättner, Stefan, Carrión-Álvarez, Lucía , Martino, Marcello Di, Primavesi, Florian, Sochorová, Dana , Laarhoven, Stijn van , Balakrishnan, Anita, Buis, Carlijn I. , Cipriani, Federica, Erdmann, Joris, Frampton, A., Fuks, David, Melloul, Emmanuel, Oberkofler, Christian E. , Petritsch, Stefan, Raab, Helmut, Rahbari, Nuh N. , Rappold, Daniela , Ruzzenente, Andrea, Schäfer, Benedikt , Serrablo, Alejandro, Soreide, Kjetil, Ernesto, Sparrelid, Starlinger, Patrick P, Tinguely, Pascale, Dasari, Bobby V M, Donadon, Matteo, Dopazo, Cristina, Gruenberger, T., Jonas, E G, Malik, Hassan, Siriwardena, Ajith K, Braunwarth, Eva , Di Martino, Marcello , Olthof, Pim , van Laarhoven, Stijn , Cipriani, Federica , Erdmann, Joris I , Lancellotti, Francesco , Oberkofler, Christian , Sallinen, Ville , Søreide, Kjetil , Starlinger, Patrick , Aldrighetti, Luca , Donadon, Matteo , Dopazo, Cristina , Gruenberger, Thomas , Viganó, Luca , Maglione, Manuel , Stättner, Stefan , Primavesi, Florian , Breitkopf, Robert , Fuks, David , Gilg, Stefan , Gulla, Aistė , Margreiter, Christian , Reiberger, Thomas , Ruzzenente, Andrea , Schaefer, Benedikt, Schnitzbauer, Andreas A. , Søreide, Kjetil , Sparrelid, Ernesto , Starlinger, Patrick , Stavrou, Gregor Alexander , Aldrighetti, Luca , Dasari, B. , Gruenberger, Thomas , Jonas, Eduard , Malik, Hassan , Siriwardena, Ajith K. , Maglione, Manuel

Mayo Clinic

British Journal of Surgery | December 30, 2025 | Volume: 113 | Issue: 1 | Pages: No page available

10.1093/bjs/znaf272 | PMID 41467576 Get It

Abstract Background Liver surgery carries a high risk of complications due to the complex interplay of patient-related factors, disease characteristics, and liver function. Expertise is essential for healthcare professionals managing hepatobiliary patients. This European consensus provides evidence-based guidance on selected aspects of peri- and postoperative care. Methods A modified Delphi process was used to achieve consensus, with a 70% agreement threshold. The expert panel comprised hepatobiliary surgeons, anaesthetists, hepatologists, a specialist nurse, and a physiotherapist. A systematic literature search was conducted in PubMed/MEDLINE, Embase, Web of Science, and Cochrane databases. Six topics were addressed: thromboprophylaxis; perioperative antibiotics; prehabilitation/nutrition/mobilization; bile leak including bilioenteric anastomosis leaks; post-hepatectomy haemorrhage; and post-hepatectomy liver failure (PHLF). Evidence appraisal and statement development followed Scottish Intercollegiate Guidelines Network methodology. A patient representative reviewed the guideline. Results Searching the literature yielded 204 included publications from an initial 6514. Thirty-two statements were formulated with a median evidence level of 2. Evidence strength varied by topic with noticeably lower evidence levels in complex surgery settings and less prevalent conditions. In some topics, study heterogeneity and specific inclusion criteria resulted in conditional recommendations, despite high-level evidence. Notably, the weakest evidence was found for perioperative thromboprophylaxis and PHLF management. Strong recommendations were formulated for prehabilitation, early postoperative mobilization, and avoidance of routine drain use. Several evidence gaps warranting multicentre studies were identified. Conclusion Optimizing peri- and postoperative care after liver resection remains challenging. Standardizing key practices and addressing evidence gaps through collaborative research are vital to improve outcomes.
Genetic and Pathological Characteristics of Frontotemporal Dementia with Right Anterior Temporal Predominance: A Multicenter Retrospective Cohort Study
Ulugut, Hülya , Spinelli, Edoardo G., Samancı, Bedia , Santillo, Alexander , Waldö, Maria Landqvist , Riedl, Lina , Stock, Jan Van den, Vandenbulcke, Mathieu, Vandenberghe, Rik, Laforce, Robert, Ducharme, Simon , Pressman, Peter , Tartaglia, Carmela M., Caramelli, Paulo, Souza, Leonardo Cruz de, Takada, Leonel Tadao, Morin, Alexandre , Schroeter, Matthias L, Kim, Eun‐Joo, Moon, So Young, Agosta, Federica, Filippi, Massimo, Gürvit, Hakan, Galimberti, Daniela, Miller, Bruce L., Sturm, Virginia E. , Miyagawa, Toji , Whitwell, Jennifer L., Boeve, Brad F, Rohrer, Jonathan D., Tempini, Maria Luisa Gorno , Josephs, Keith A., Warren, Jason D. , Rankin, Katherine, Group, International rtvFTD Working, Agosta, Federica , Spinelli, Edoardo Gioele , Agosta, Federica , Younes, Kyan , Bertoux, Maxime , Montembeault, Maxime , Fumagalli, Giorgio , Ghirelli, Alma , Jung, Na‐Yeon , Illán‐Gala, Ignacio , Thompson, J. C. , Kobylecki, Christopher , Englund, Elisabet , Stock, Jan Van den , Vandenbulcke, Mathieu , Vandenberghe, Rik , Laforce, Robert , Caramelli, Paulo , Souza, Leonardo Cruz de , Takada, Leonel Tadao , Schroeter, Matthias L , Kim, Eun‐Joo , Moon, So Young , Canu, Elisa , Filippi, Massimo , Gurvit, Hakan I. , Diehl‐Schmid, Janine , Galimberti, Daniela , Lebouvier, Thibaud , Miller, Bruce L. , Whitwell, Jennifer L. , Rohrer, Jonathan D. , Josephs, Keith A. , Snowden, Julie S. , Rankin, Katherine P. , Pijnenburg, Yolande A.L.

Mayo Clinic

Alzheimer's & Dementia | December 25, 2025 | Volume: 21 | Issue: S3 | Pages: No page available

10.1002/alz70857_103987 Get It

Abstract Background Frontotemporal dementia (FTD) with right anterior temporal lobe (RATL) predominant atrophy is an emerging area of interest. Recent findings by the International Working Group (IWG) have identified this subtype as having a distinct clinical profile within the FTD spectrum (Ulugut et al., 2024, A&D). However, its genetic and pathological underpinnings remain unexplored in large, multicultural cohorts. Methods Retrospective analyses encompassing clinical, genetic, pathological, and neuroimaging data from 23 IWG sites across 13 countries in Asia, Middle East, Europe, North and South America were conducted. The study included 444 patients with FTD exhibiting predominant RATL atrophy. Results Genetic screening was performed on 51% ( n = 225) of the cohort for at least the major frontotemporal lobar degeneration (FTLD) mutations including microtubule‐associated protein tau ( MAPT ), progranulin ( GRN ), and chromosome 9 open reading frame 72 ( C9orf72 ), or dementia panels encompassing extended sets of genes. Of these, 81% were sporadic, showing negative results for the screened genes and a modified Goldman Score of ≥ 3, indicating a negative family history for dementia. The MAPT mutation was the most common genetic variant, identified in 7% of the screened cases (Figure 1). Pathological confirmation was available for 63 patients. Among the sporadic cases, transactive response DNA‐binding protein 43 type C (TDP‐C) pathology was most prevalent (60%, n = 32), while tau‐MAPT pathology was most common in the genetic cases (38%, n = 16). Fifteen cases did not fit neatly into genetic or sporadic categories, displaying heterogeneous pathologies (Figure 2). At the initial visit, compared to genetic cases, patients with TDP‐C pathology were older, and more frequently exhibited semantic deficits, with less frequent attention difficulties and executive dysfunction. No differences were observed in sex distribution, symptom duration or disease severity between genetic and sporadic TDP‐C cases. However, left handedness was more common in TDP‐C cases (14%) compared to genetic cases (5%). Conclusion While FTD with RATL atrophy primarily appears sporadic, a significant proportion of cases exhibit genetic variants. These sporadic and genetic subtypes display distinct neuropathological features and clinical manifestations. Given the implications for therapeutic strategies, precise clinical and molecular subtyping is critical for enhancing patient management and ensuring appropriate enrollment in clinical trials.
Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning
Bağcı, Ulaş , Pan, Hongyi , Keleş, Elif , Seyithanoğlu, Deniz, Zhang, Zheyuan , Aktaş, Halil , Bejar, Andrea , Hong, Ziliang , Taktak, Yavuz , Kartal, Gulbiz, Cebeci, Timurhan , Gonzalez, Maria , Zhao, Lili , Agarunov, Emil, Salanitri, Federica Proietto , Tiwari, Pallavi , Bruno, Marco J. , Huang, Chenchang, Bolan, Candice W. , Gonda, Tamas A. , Miller, Frank, Keswani, Rajesh N. , Zhao, Lili , Bagci, Ulas , Durak, Görkem , Medetalibeyoğlu, Alpay , Ertürk, Şükrü Mehmet , Gonzalez, Maria, Velichko, Yury , Spampinato, Concetto , Tiwari, Pallavi , Xu, Ziyue , Jambawalikar, Sachin , Schoots, Ivo G. , Huang, Chenchang, Wallace, Michael B.

Mayo Clinic

No container title available | December 8, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-7236860/v1 Get It

Abstract Pancreatic cancer, projected to become the second-deadliest malignancy in Western societies by 2030, requires urgent innovations in early detection and risk stratification. Intraductal papillary mucinous neoplasms (IPMNs) represent critical precursor lesions, but current clinical guidelines demonstrate suboptimal accuracy in malignancy prediction, leading to either unnecessary surgeries or missed opportunities for early intervention. In this paper, we present Cyst-X, an artificial intelligence (AI) framework that accurately predicts IPMN malignant transformation using multicenter magnetic resonance imaging (MRI) data. Unlike most previous approaches that rely on computed tomography (CT), our method capitalizes on the superior soft tissue contrast of MRI, allowing for more precise identification of subtle imaging biomarkers. We developed and validated deep learning models on 723 T1-weighted and 738 T2-weighted MRI scans from 764 patients among seven international institutions, demonstrating significantly superior performance (AUC=0.82) compared to current clinical (Kyoto) guidelines (AUC=0.75) and expert radiologists. AI-based imaging features correlate strongly with clinically recognized malignancy markers, providing potential biologically relevant insights. This approach holds promise to significantly refine clinical decision-making, reduce unnecessary surgeries, and better identify high-risk IPMN patients for timely intervention. Our approach integrates a novel pancreas segmentation network with robust classification models that identify subtle imaging biomarkers associated with malignancy risk. Importantly, we demonstrate that these models retain high performance in a privacy-preserving federated learning setting, where institutions collaboratively train AI models without exchanging patient data to address key regulatory and ethical barriers. We publicly release the Cyst-X dataset--the first large-scale, multi-center pancreatic cyst MRI collection--to accelerate research in this field. This study addresses a critical clinical need while establishing technical foundations for privacy-preserving AI in radiology that could transform pancreatic cancer management through earlier intervention and reduced unnecessary procedures. The dataset can be accessed at https://osf.io/74vfs/, and the source code for our deep learning segmentation and classification models is available at https://github.com/NUBagciLab/Cyst-X.
International consensus on the use of intestinal ultrasound in inflammatory bowel disease trials
Allocca, Mariangela , Sands, Bruce E, Caron, Bénédicte , Laurent, Valérie, Novák, K, Panaccione, Remo , Bossuyt, Peter , Bruining, David H. , Joel, Fletcher, Hart, Ailsa , Kobayashi, Taku , Cleveland, Noa Krugliak , Kucharzik, Torsten , Laghi, Andrea , Lakatos, Péter L. , Leong, Rupert W. , Louis, Édouard , Siegmund, Britta , Vavricka, Stephan R. , Stoker, Jaap , Peyrin-Biroulet, Laurent, Jairath, V , Novak, Kerri , Panaccione, Remo , Bossuyt, Peter , Fletcher, Joel G , Fumery, Mathurin , Halfvarson, Jonas , Kobayashi, Taku , Lakatos, Peter L , Leong, Rupert W , Loftus, Edward V , Sebastian, Shaji , Siegmund, Britta , Vavricka, Stephan R , Stoker, Jaap , Rimola, Jordi , Danese, Silvio , Jairath, Vipul , Rubin, David T. , Laurent, V., Novak, Kerri L. , Dignass, Axel , Dotan, Iris , Furfaro, Federica , Loftus, Edward V. , Louis, Edouard , Magro, Fernando , Olivera, Pablo Andres , Wilson, Stephanie R. , Rimola, Jordi , Peyrin‐Biroulet, Laurent , Danese, Silvio

Mayo Clinic

Journal of Crohn's and Colitis | September 15, 2025 | Volume: 19 | Issue: 9 | Pages: No page available

10.1093/ecco-jcc/jjaf170 | PMID 40973472 Get It

Abstract Background and Aims Intestinal ultrasound (IUS) is increasingly used to monitor treatment efficacy in inflammatory bowel disease (IBD) trials. However, standardized definitions for response, remission, and optimal assessment timing remain undefined. An international expert consensus meeting was held to establish IUS endpoints for clinical trials. Methods A panel of 35 international gastroenterologists and radiologists participated in a modified Delphi process, reviewing the literature and developing consensus statements. Agreement was defined as at least 75% consensus. Results Consensus was reached on 150 statements across four domains: general IBD (30 statements), luminal Crohn’s disease (CD) (43), perianal CD (51), and ulcerative colitis (UC) (26). For luminal CD and UC, ultrasound response was defined by: (1) a ≥25% reduction in bowel wall thickness (BWT) from baseline, or (2) multifactorial improvement, combining BWT reduction with ≥1 grade decrease in color Doppler signal (CDS) or another IUS parameter. Assessments were set at weeks 4-8 for the colon and week 12 for the terminal ileum. Ultrasound remission in luminal CD was defined as: (1) BWT normalization (≤3 mm) or (2) normalization of multiple parameters, including BWT, CDS, and all other IUS parameters. Similar remission criteria were proposed for UC, but the sigmoid BWT normal range (3-4 mm) remained uncertain. The bowel ultrasound score (BUSS) for CD and the Milan ultrasound criteria (MUC) for UC were supported as standardized scoring systems for trials. Conclusion This consensus provides standardized IUS definitions to enhance consistency in IBD trials, supporting the integration of IUS in future research.