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455 citation(s) found for "Múñoz, Manuel".

Addressing the High and Rising Global Burden of Metabolic Dysfunction‐Associated Steatotic Liver Disease ( MASLD ) and Metabolic Dysfunction‐Associated Steatohepatitis ( MASH
Younossi, Zobair M. , Sherman, Michael S., Anstee, Quentin M. , Cusi, Kenneth , Lazarus, Jeffrey V. , Schuppan, Detlef, Schattenberg, Jörn M. , Vos, Miriam B. , Anstee, Quentin M , Cusi, Kenneth , Lazarus, Jeffrey V , Schuppan, Detlef , Romero-Gómez, Manuel , Wong, Vincent Wai-Sun , Sanyal, A J , Loomba, Rohit , Schattenberg, Jörn M , Razavi, Homie , Sherman, Michael, Allen, Alina M. , Friedman, Scott L. , Lawitz, Eric , Wong, Vincent Wai‐Sun , Ratziu, Vlad , Hompesch, Marcus , Sanyal, Arun J. , Loomba, Rohit

Alimentary Pharmacology & Therapeutics | February 19, 2025 | Volume: 61 | Issue: 9 | Pages: 1467-1478

10.1111/apt.70020 | PMID 39967239 Get It

ABSTRACT Background The continuum of metabolic syndrome encompasses a spectrum of dysfunctions impacting obesity‐linked insulin resistance, glucose homeostasis, lipid metabolism and pro‐inflammatory immune responses. The global prevalence of metabolic diseases, including diabetes, chronic liver disease, cardiometabolic disease and kidney disease, has surged in recent decades, contributing significantly to population mortality. Metabolic dysfunction‐associated steatotic liver disease (MASLD), formerly known as non‐alcoholic fatty liver disease, is a leading cause of liver disease worldwide. MASLD poses a significant global health challenge with its rising prevalence, placing a substantial burden on healthcare systems, impacts patient well‐being and incurs significant economic costs. Addressing MASLD requires a comprehensive understanding of its interconnected factors, including its prevalence, healthcare burden and economic implications. Lack of awareness, imprecise non‐invasive diagnostic methods and ineffective preventive interventions are core components of the MASLD‐related problem. Aim The aim of this article was to summarise the global burden of MASLD from the payer's perspective. Methods We carried out a review of the global comprehensive burden of MASLD. These topics led to discussions and insights by an expert panel during the 7th Metabolic Continuum Roundtable meeting, which took place in November 2023. This meeting focused on the burden, patient‐reported outcomes and health economics, from payor and societal perspectives, and aimed to identify opportunities for improving patient care, optimise resource allocation and mitigate the overall impact on individuals and society related to MASLD. During the roundtable, an emphasis emerged on the need for greater awareness and strategic deployment of diagnostic, therapeutic and preventative measures to address MASLD effectively. Conclusion The global burden of MASLD is high and growing. Prioritising the prevention of metabolic dysregulation and timely therapeutic interventions can yield a holistic strategy to combat MASLD, its progression and potentially lower disease costs. Trial Registration: NCT06309992
Simvastatin and Rifaximin in Decompensated Cirrhosis
Pose, Elisa , Jiménez, César , Zaccherini, Giacomo , Campion, Daniela , Wit, Koos de , Gananandan, Kohilan , Laleman, Wim , López, Sonia Alonso , Cuyàs, Berta , Ariza, Xavier , T., Ann , Napoleone, Laura , Gratacós‐Ginès, Jordi , Tonon, Marta , Pompili, Enrico , Sánchez‐Delgado, Jordi , Allegretti, Andrew S. , Carol, Marta, Pich, Judit, Martell, Claudia, Joyera, María, Domènech, Gemma, Ríos, José , Torres, Ferràn , Serra‐Burriel, Miquel , Graupera, Isabel , Bañares, Rafael, Beuers, Ulrich , Angeli, Paolo, Alessandria, Carlo , Kamath, Patrick S. , Vargas, Vı́ctor , Ma, Ann T , de Wit, Koos , Vargas, Victor , Jiménez, César , Cuyas, Berta , Torres, Ferran , Piano, Salvatore , Uschner, Frank Erhard , Roux, Olivier , Solé, Cristina , Juanola, Adrià , Morales‐Ruiz, Manuel , Pérez, Martina , Fabrellas, Núria , Joyera, Maria, Hernaez, Ruben , Solà, Elsa , Watson, Hugh R , Soriano, German , Bañares, Rafael , Mookerjee, Rajeshwar P. , Francoz, Claire , Trebicka, Jonel , Angeli, Paolo , Caraceni, Paolo , Vargas, Víctor M., Abraldeṣ, Juan G. , Ginès, Pere

JAMA | February 5, 2025 | Volume: 333 | Issue: 10 | Pages: 864

10.1001/jama.2024.27441 | PMID 39908052 Get It

ImportanceThere are no useful treatments to prevent the development of severe complications of liver cirrhosis. Simvastatin and rifaximin have shown beneficial effects in liver cirrhosis.ObjectiveTo assess whether simvastatin combined with rifaximin improves outcomes in patients with decompensated cirrhosis.Design, Setting, and ParticipantsDouble-blind, placebo-controlled, phase 3 trial conducted among patients with decompensated cirrhosis in 14 European hospitals between January 2019 and December 2022. The last date of follow-up was December 2022.InterventionsPatients were randomly assigned to receive simvastatin, 20 mg/d, plus rifaximin, 1200 mg/d (n = 117), or identical-appearing placebo (n = 120) for 12 months in addition to standard therapy, stratified according to Child-Pugh class B or C.Main Outcomes and MeasuresThe primary end point was incidence of severe complications of liver cirrhosis associated with organ failure meeting criteria for acute-on-chronic liver failure. Secondary outcomes included transplant or death and a composite end point of complications of cirrhosis (ascites, hepatic encephalopathy, variceal bleeding, acute kidney injury, and infection).ResultsAmong the 237 participants randomized (Child-Pugh class B: n = 194; Child-Pugh class C: n = 43), 72% were male and the mean age was 57 years. There were no differences between the 2 groups in terms of development of acute-on-chronic liver failure (21 [17.9%] vs 17 [14.2%] patients in the treatment and placebo groups, respectively; hazard ratio, 1.23; 95% CI, 0.65-2.34; P = .52); transplant or death (22 [18.8%] vs 29 [24.2%] patients in the treatment and placebo groups, respectively; hazard ratio, 0.75; 95% CI, 0.43-1.32; P = .32); or development of complications of cirrhosis (50 [42.7%] vs 55 [45.8%] patients in the treatment and placebo groups, respectively; hazard ratio, 0.93; 95% CI, 0.63-1.36; P = .70). Incidence of adverse events was similar in both groups (426 vs 419; P = .59), but 3 patients in the treatment group (2.6%) developed rhabdomyolysis.Conclusions and RelevanceThe addition of simvastatin plus rifaximin to standard therapy does not improve outcomes in patients with decompensated liver cirrhosis.Trial RegistrationClinicalTrials.gov Identifier: NCT03780673
Valve thrombosis and antithrombotic therapy after bioprosthetic mitral valve replacement: a systematic review and meta-analysis
Zorman, Mark , Vibhishanan, Jonathan , Dangas, Katerina, Castle, James , Li, Ka Hou Christien , Coronelli, Marco , Eastwick-Jones, Kate , Swan, Alexander, Johnson, N M, Choksey, Anurag , Scott, Sam G.C., Henry, Matthew , Cassar, Mark Philip , Barnes, C. , Ferreira‐Martins, João , Newton, James D. , Alkhouli, Mohamad , Rihal, Charanjit S. , Eleid, Mackram F. , Zorman, Mark J , Newton, James , Dawkins, Sam , Rihal, Charanjit, Eleid, Mackram F , Sabbah, Michael S. , Swan, Alexander, Johnson, Nicky, Yan, Helen H.N. , Barnes, Cara, Alkhouli, Mohamad , Rihal, Charanjit S. , Pislaru, Sorin V. , Guerrero, Mayra , Ordóñez-Mena, José Manuel , Cahill, Thomas J.

European Heart Journal - Cardiovascular Pharmacotherapy | February 2, 2025 | Volume: 11 | Issue: 3 | Pages: 251-263

10.1093/ehjcvp/pvaf005 | PMID 39904549 Get It

Abstract Aims Transcatheter mitral valve replacement (TMVR) has become a feasible alternative to surgical mitral valve replacement (SMVR) in selected patients at high surgical risk. The risk of valve thrombosis following SMVR and TMVR, and the optimal antithrombotic therapy following these procedures, remains uncertain. We aimed to compare the incidence of bioprosthetic mitral valve thrombosis (bMVT) after SMVR and TMVR, and the incidence of bMVT between patients on different antithrombotic regimens. Methods and results A literature search of Medline, Embase, and Cochrane Library was performed between January 2000 and August 2024. Random-effects models were used to derive pooled estimates of the incidence of bMVT in the absence of prior or active endocarditis and valve thrombosis. A total of 47 studies (6170 patients, total follow-up 9541.8 patient-years) were eligible for inclusion. The overall incidence of bMVT was 5.05 [95% confidence interval (CI) 3.18–8.01, I2 = 82%] per 100-patient-years. Subclinical bMVT was more common than clinically significant bMVT: incidence 19.11 vs. 7.91 per 100-patient-years, adjusted incidence rate ratio (aIRR) 4.62 (95% CI 1.39–15.36), P = 0.012. bMVT was numerically more common after TMVR than SMVR, but the comparison was not statistically significant: incidence 7.03 vs. 0.58 per 100-patient-years, aIRR 2.19 (95% CI 0.72–6.72), P = 0.170. Patients on vitamin-K antagonists (VKA) had a lower incidence of bMVT than patients on direct oral anticoagulants (DOAC; incidence 5.72 vs. 17.08, aIRR 0.31, 95% CI 0.13–0.73, P = 0.007). Conclusions bMVT is not uncommon, with numerically higher incidence in transcatheter compared to surgical valves, but the comparison was not statistically significant. VKAs are associated with a lower incidence of bMVT compared to DOACs.
Evaluation of antimicrobial susceptibility testing methods for Burkholderia cepacia complex isolates from people with and without cystic fibrosis
Jorth, Peter , Manuel, Carmila , McLemore, Tracey, Humphries, Romney M. , Cole, Nicolynn C., Schuetz, Audrey N. , Garica, Dennis, Maldonado, Maria, Rivero, Natasha, Galdino, Anna Clara Milesi , Celedonio, Diana, Green, Daniel A. , Zlosnik, James E. A. , Traczewski, Maria M., Huse, Holly, LiPuma, John J. , Green, Daniel A , Zlosnik, James E A , Huse, Holly K , Schuetz, Audrey N , Humphries, Romney , Jorth, Peter Allan , McLemore, Tracey, Rivero, Natasha

Journal of Clinical Microbiology | January 22, 2025 | Volume: 63 | Issue: 2 | Pages: No page available

10.1128/jcm.01480-24 | PMID 39840992 Get It

ABSTRACT The Burkholderia cepacia complex (BCC) is a group of Gram-negative bacteria that cause opportunistic infections, most notably in people with cystic fibrosis (CF), and have been associated with outbreaks caused by contaminated medical products. Antimicrobial susceptibility testing (AST) is often used to guide treatment for BCC infections, perhaps most importantly in people with CF who are being considered for lung transplant. However, recent studies have highlighted problems with AST methods. Here, we address limitations from previous studies to further evaluate BCC AST methods. We assessed the performance of reference broth microdilution (BMD), disk diffusion (DD) using Mueller-Hinton agar (MHA) from three manufacturers, agar dilution (AD), and gradient diffusion (ETEST) for ceftazidime (CAZ), levofloxacin (LVX), meropenem (MEM), minocycline (MIN), and trimethoprim-sulfamethoxazole (TMP-SMX) on a set of 205 BCC isolates. The isolate set included 100 isolates from people with CF and 105 isolates from people without CF from a variety of sources, which enabled us to systematically evaluate whether specimen source impacts AST performance. For all BCC isolates, BMD reproducibility was 93%, 98%, 99%, 98%, and 96% for CAZ, LVX, MEM, MIN, and TMP-SMX, respectively. Using BMD as the comparator method, we show that DD, AD, and ETEST perform poorly, with neither MHA manufacturer nor specimen source significantly impacting method performance. Based on our data, we recommend that routine AST should not be performed for BCC isolates. If a provider requests AST, clinical microbiology laboratories should perform Clinical and Laboratory Standards Institute reference methodology for BMD (stored frozen) and report MIC only. IMPORTANCE Antimicrobial susceptibility testing for the Burkholderia cepacia complex (BCC) is often used to determine eligibility for lung transplant in people with cystic fibrosis. However, problems with method performance have been reported. Here, we systematically evaluate the performance of reference broth microdilution, disk diffusion, agar dilution, and gradient diffusion (ETEST) for BCC organisms isolated from people with and without cystic fibrosis. We show that broth microdilution reproducibility is acceptable for levofloxacin, meropenem, minocycline, and trimethoprim-sulfamethoxazole, while ceftazidime was just below the acceptability cut-off. Regardless of specimen source, the results from disk diffusion, agar dilution, and ETEST do not correlate with broth microdilution. Based on these findings, we recommend that antimicrobial susceptibility testing should not be routinely performed for BCC, and if requested by the provider, only broth microdilution following Clinical and Laboratory Standards Institute guidelines should be used. Providers should be aware of the significant limitations of antimicrobial susceptibility testing methods for BCC.
Monocarboxylate transporter 2 is required for the maintenance of myelin and axonal integrity by oligodendrocytes
Izagirre‐Urizar, Leire , Mora-Huerta, Luna , Soler-Sáez, Irene , Morales‐Gallel, Raquel , Ulloa-Navas, María José , Chara, Juan Carlos , Calovi, Stefano , Deboux, Cyrille, Merino‐Cacho, Laura , Netzahualcoyotzi, Citlalli , Nait‐Oumesmar, Brahim , Tepavčević, Vanja , Domercq, Marı́a , Zugaza, Jose Luis , Pellerin, Luc , Garcia‐García, Francisco , García‐Verdugo, José Manuel , Matute, Carlos

No container title available | January 11, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.01.10.632306 Get It

ABSTRACT Neurodegenerative pathologies including multiple sclerosis (MS) are consistently associated with energy deficit in the central nervous system (CNS). This might directly impact myelinating oligodendrocytes as these are particularly vulnerable to metabolic insults. Importantly, oligodendroglial dysfunction and myelin alterations occur in most, if not all neurodegenerative diseases, and are associated with axonal pathology/loss. Thus, elucidating metabolic mechanisms required for oligodendroglial myelin maintenance and axonal support might be crucial to identify therapeutic targets to achieve neuroprotection. While monocarboxylates are important energy fuels for the CNS, their role in myelinating oligodendrocyte function remains unclear. Here we show that, just like neurons, myelinating oligodendrocytes express high affinity monocarboxylate transporter 2 (MCT2) both in mice and humans, which is downregulated in progressive MS. While deletion of MCT2 in mouse oligodendrocytes did not affect the survival of these cells, it resulted in downregulation of lipid synthesis-associated enzymes and failure of myelin maintenance. Moreover, axonal upregulation of lactate dehydrogenase A concomitant with axonal damage was observed but could be alleviated by ketogenic diet. We conclude that oligodendroglial MCT2 is required for myelin maintenance and axonal support, which becomes altered in progressive MS, but may be compensated for by specific metabolic therapies. Graphical abstract
Digital Technologies Tracking Active and Passive Data Collection in Depressive Disorders: Lessons Learned From a Case Series
Gardea‐Resendez, Manuel , Breitinger, Scott , Harper, Laura , Stoppel, Cynthia , Volety, Rama , Raman, Jeyakumar, Byun, Jin Soo, Langholm, Carsten , Zandi, Peter P. , Frye, Mark A. , Xiong, Ashley , Volety, Rama M, Gardea-Resendez, Manuel , Walker, Alex, Raman, Jeyakumar, Goes, Fernando , Torous, John Blake

Journal of Psychiatric Practice | December 10, 2024 | Volume: 30 | Issue: 6 | Pages: 434-439

10.1097/pra.0000000000000820 | PMID 39655971 Get It

In this case series, we present several examples from participants (2 patients and 1 healthy control) of a 12-week pilot feasibility study to create a digital phenotype of depression (unipolar or bipolar) through active and passive data collection from a smartphone and a wearable device combined with routine clinical care for mood disorders. The selected cases represent real clinical examples that highlight the intrinsic challenges that should be expected when conducting similar studies, including appropriate health data privacy protection, clinical standardization, and interindividual differences in levels of engagement and acceptability of active and passive data collection (ie, self-reported, behavioral, cognitive, and physiological data), particularly with patient-generated data in mobile apps, digital proficiency habituation, and consistent use of wearable devices. In the context of the rapidly growing use of digital technologies in psychiatry, anticipating challenges for the integration of personal mobile devices and smartphone mental health apps as aides to track specific aspects of depressive disorders is critical for a clinically meaningful digital transformation of mood disorders care.
High-Risk Subgroups and MRD: An Updated Analysis of the Phase 3 ECHO Trial of Acalabrutinib with Bendamustine/Rituximab in Previously Untreated Mantle Cell Lymphoma
Dreyling, Martin , Mayer, Jiřı́ , Song, Yuqin, Chu, Michael P. , Kryachok, Iryna, Fogliatto, Laura Maria , Li, Yufu , Patti, Caterina , Forsyth, Cecily , Lesley, Robin, Rule, Simon, Wang, Michael , Belada, David , Song, Yuqin , Jurczak, Wojciech , Paludo, Jonas , Cheah, Chan Y. , Morawska, Marta , Sancho, Juan-Manuel , Zhang, Jingyang , Ramadan, Safaa Mahmoud

Blood | December 6, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 1626-1626

10.1182/blood-2024-200290 Get It

Introduction: The primary analysis of the phase 3 ECHO trial (NCT02972840) demonstrated that acalabrutinib plus bendamustine-rituximab (ABR) significantly improved progression-free survival (PFS) vs placebo plus bendamustine-rituximab (PBR) in older patients (pts) with previously untreated mantle cell lymphoma (MCL) (Wang et al. EHA 2024, Abstract #LB3439). Here we present additional efficacy and safety results from the ECHO trial. Methods: Pts aged ≥65 years (y) with previously untreated MCL and ECOG PS ≤2 were randomly assigned 1:1 to receive ABR or PBR. Acalabrutinib (100 mg twice daily) or placebo was administered until progressive disease (PD) or unacceptable toxicity. Induction with BR was administered for 6 cycles followed by rituximab maintenance (A±R maintenance, cycles 7-30) in pts achieving a partial or complete response (PR or CR). Pts progressing on PBR could cross over to receive acalabrutinib monotherapy. PFS (primary endpoint) was assessed by independent review committee. Minimal residual disease (MRD) negativity rate (10-5) was assessed in peripheral blood (every 24 weeks [wks], at CR, and at PD) and bone marrow (at CR) by NGS-based ClonoSEQ assay (Adaptive Biotechnologies). Results: Among the 598 pts randomized to ABR or PBR (299 in each arm), high-risk baseline characteristics included high-risk simplified MIPI score in 24.1% and 24.4%, blastoid histology in 8.7% and 6.7%, pleomorphic histology in 5.0% and 6.0%, centrally tested Ki-67 ≥30% in 46.5% and 49.2%, and known TP53 mutation in 7.4% and 9.7%, respectively. PFS hazard ratios (HRs) for subgroups were 0.78 (95% confidence interval [CI] 0.51-1.19) in pts with high-risk simplified MIPI score, 0.68 (95% CI 0.29-1.58) in pts with blastoid histology, 0.64 (95% CI 0.25-1.66) in pts with pleomorphic histology, 0.69 (95% CI 0.49-0.98) in pts with Ki-67 ≥30%, and 0.88 (95% CI 0.42-1.78) in pts with known TP53 mutation. In the ABR arm, median PFS was 22.2 months (mo) among pts who discontinued acalabrutinib during induction for reasons other than PD or death, 29.4 mo in pts who discontinued acalabrutinib during A±R maintenance (cycles 7-30) for reasons other than PD or death, and not reached in pts who received acalabrutinib for 31 cycles or more. Among evaluable patients who were MRD negative at the end of induction (24 wks), the rate of conversion to MRD positive during maintenance was lower in the ABR arm (5.85%; n=11/188) than in the PBR arm (15%; n=26/171). Conversely, among evaluable pts who were MRD positive at the end of induction (24 wks), 37.5% (n=3/8) in the ABR arm and 20% (n=3/15) in the PBR arm converted to MRD negative during maintenance. Overall rates of AEs were similar in each arm during induction, but were higher in ABR during A±R maintenance (cycles 7-30) and more so in the monotherapy phase (cycle 31+). Grade ≥3 TEAEs (ABR vs PBR) were 70.0% vs 68.7% during induction, 64.9% vs 62.9% during A±R maintenance (cycles 7-30), and 57.0% vs 45.3% during monotherapy (cycle 31+). Similarly, rates of TEAEs leading to discontinuation of acalabrutinib/placebo were 8.1% vs 8.8% during induction, 23.9% vs 19.0% during A±R maintenance (cycles 7-30), and 25.9% vs 13.7% during monotherapy (cycle 31+). Exposure-adjusted incidence rates per 100 person-years reduced the difference between ABR and PBR for clinically relevant TEAE rates (32.6 vs 29.3 for grade ≥3 serious TEAEs; 4.2 vs 4.0 for grade 5 TEAEs; 15.5 vs 12.4 for TEAEs leading to acalabrutinib/placebo discontinuation), possibly due to longer median exposure to acalabrutinib (28.6 vs 24.6 mo). Conclusion: Acalabrutinib in combination with BR provides a significant PFS benefit in pts with previously untreated MCL, including those with high-risk features. Furthermore, the addition of acalabrutinib to BR provided a greater PFS effect among pts in the ABR arm with the longest exposure to acalabrutinib. The PFS improvement may be partially driven by the contribution of acalabrutinib to sustained MRD-negative status and deepened responses after the end of induction. ABR provides this clinical benefit without excess toxicity as shown by attenuated differences between arms in exposure-adjusted incidence rates, suggesting that higher AE rates in the ABR arm are likely due in part to the longer duration of acalabrutinib treatment vs placebo. These data emphasize the benefits of acalabrutinib in frontline MCL treatment in high-risk pts and the additional benefit of continuous therapy.
Serious Adverse Drug Reactions (sADRs) Involving Hematology and Resulting in Black Box Warnings or FDA Non-Approval: Results from the First Quarter Century of RADAR/Sonar
Kambhampati, Swetha , Nabhan, Chadi , Knopf, Kevin , Martin, Linda W. , Carson, Kenneth R. , Watson, Gretchen, Smith, Edward , Zyszkowski, Edward, Jacob, Sony, Banegas, Dennis, Hrushesky, William J.M. , Macdougall, Iain C. , Gonzalez-Brio, Manuel, Sartor, Oliver, Gale, Robert Peter, Bennett, Charles L. , Thiruvengadam, Nikhil Ravi , Rosen, Steven T. , Martin, Linda, Georgantopoulos, Peter , Banegas, Dennis, Aboulafia, David M.

Blood | December 5, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 3638-3638

10.1182/blood-2024-206590 Get It

Background: Two National Cancer Institute-funded pharmacovigilance programs have identified 49 serious hematology-related ADRs since 1998. The programs, called RADAR (Research on Adverse Drug events and Reports) and then SONAR (Southern Network on Adverse Reactions) involve > 50 institutions and > 75 co-investigators worldwide. The work builds on three prior studies evaluating “Davids and Goliaths” in medical oncology and in cardiology (PLOS One, eClinicalMedicine, and Journal of Scientific and Professional Integrity). Here we review the hematology focused safety investigations of RADAR/SONAR. Methods: Data were based on initial safety signals being identified by a RADAR/SONAR co-investigator. Then, case-series were derived. Collaborations with basic scientists allowed for basic science correlative studies. Results were disseminated primarily as Brief Report in the literature and Black Box warnings on the related drug. In some instances, studies identified hematologic toxicities that prevent FDA from approving a submitted drug application. Results: sADRs were frequently identified based on very small case series, including ticlopidine-and clopidogrel associated thrombotic thrombocytopenic purpura (22 and 10 patients, respectively), thalidomide- and lenalidomide-associated venous thromboembolism (9 and 5 patients, respectively), rituximab-associated progressive multi-focal leukoencephalopathy (22 patients), peginesatide-associated fatal anaphylaxis (5 patients), and COVID-19 vaccine associated immune thrombocytopenia (1 patient). Meta-analyses provided data for epoetin- and darbepoetin-associated mortality among cancer patients and lenalidomide- and thalidomide-associated venous thromboembolism. Following the onset of the COVID-19 pandemic, RADAR/SONAR investigated social media and pre-prints (COVID-19 vaccine associated cerebral vein thrombosis and immune thrombocytopenia). Time from FDA approval to sADR discovery was a median of 5 years (range, 0 months (thalidomide-associated venous thromboembolism) to 34 years (ciprofloxacin-associated neuropsychiatric toxicity). Basic science correlative studies identified ADAMTS13 autoantibodies (ticlopidine), leachates that developed in a multi-dose vial (peginesatide), anti-red blood cell antibodies (epoetin-associated pure red cell aplasia), and high-risk genes (fluoroquinolones and rituximab). Overall, RADAR/SONAR studies are estimated to have saved over 1 million lives and also resulted in overall payments to the Department of Justice of $1.5 billion (related to marketing of unsafe drugs). Discussion: RADAR/SONAR has proven to be a very important adjunct to FDA and pharmaceutical manufacturer-led safety investigations for hematology, paralleling the success in medical oncology and in cardiology. Going forward, independent centers of excellence for safety-focused investigations such as the CERSI network and the SENTINEL network (both are NIH funded) should be broadened to include a hematology-focused safety center.
Impact of a national dementia research consortium: The Canadian Consortium on Neurodegeneration in Aging (CCNA)
Chertkow, Howard , Rockwood, Kenneth, Bartha, Robert , Beaudoin, Camille, Bélanger, Nathalie , Bellec, Pierre , Belleville, Sylvie, Bergman, Howard , Best, Sarah, Bherer, Louis , Borrie, Michael, Camicioli, Richard , Chan, Senny , Crowshoe, Lynden , Cynader, Max S., Das, Samir , Dixon, Roger A., Ducharme, Simon , Fahnestock, Margaret , Feldman, Howard , Ferland, Guylaine , Fogarty, Jennifer, Gauthier, Serge, Greenwood, Carol E., Henri-Bellemare, Charlie, Herrmann, Nathan, Itzhak, Inbal, Jacklin, Kristen , Mackenzie, Ian R. , Masellis, Mario, Maxwell, Colleen J. , McLaurin, JoAnne, Mohades, Zia, Montero‐Odasso, Manuel , Morgan, Debra, Nygaard, Haakon B. , O’Connell, Megan E. , Petersen, Ron, Pilon, Randi, Rajah, Maria Natasha, Rapoport, Mark , Roach, Pamela, Robillard, Julie M. , Rylett, R. Jane , Sadavoy, Joel , Seitz, Dallas , Walker, Jennifer , Whitehead, Victor, Wittich, Walter , Feldman, Howard H , Phillips, Natalie A. , Rockwood, Kenneth J. , Anderson, Nicole D. , Andrew, Melissa Kathryn , Bélanger, Nathalie, Belleville, Sylvie , Bethell, Jennifer , Black, Sandra E. , Carrier, Julie C , Cashman, Neil R. , Cuello, A. Claudio , Dang‐Vu, Thien Thanh , Einstein, Gillian , Evans, Alan Charles , Finger, Elizabeth C. , Fisk, John D. , Fon, Edward A , Gan‐Or, Ziv , Hogan, David B. , Hsiung, Ging‐Yuek Robin , Lanctôt, Krista L. , Lim, Andrew S. P. , McAiney, Carrie A. , McGilton, Katherine S. , McLaurin, JoAnne , Mihailidis, Alex , Morgan, Debra, Naglie, Gary , Rajah, Maria Natasha , Rogaeva, Ekaterina A. , Rosa-Neto, Pedro , George‐Hyslop, Peter St , Smith, Eric Edward , Stefanovic, Bojana , Vedel, Isabelle , Wellington, Cheryl L.

Journal of Alzheimer’s Disease | December 5, 2024 | Volume: 102 | Issue: 3 | Pages: 535-561

10.1177/13872877241290990 | PMID 39636028 Get It

The Canadian Consortium on Neurodegeneration in Aging (CCNA) was created by the Canadian federal government through its health research funding agency, the Canadian Institutes for Health Research (CIHR), in 2014, as a response to the G7 initiative to fight dementia. Two five-year funding cycles (2014–2019; 2019–2024) have occurred following peer review, and a third cycle (Phase 3) has just begun. A unique construct was mandated, consisting of 20 national teams in Phase I and 19 teams in Phase II (with research topics spanning from basic to clinical science to health resource systems) along with cross-cutting programs to support them. Responding to the needs of researchers within the CCNA teams, a unique sample of 1173 deeply phenotyped patients with various forms of dementia was accrued and studied over eight years (COMPASS-ND). In the second phase of funding (2019–2024), a national dementia prevention program (CAN-THUMBS UP) was set up. In a short time, this prevention program became a member of the World Wide FINGERS prevention consortium. In this article, the challenges, successes, and impacts of CCNA in Canada and internationally are discussed. Short-term deliverables have occurred, along with considerable promise of impacts in the longer term. The creation of synergy, networking, capacity building, engagement of people with lived experience, and economies of scale have contributed to the considerable success of CCNA by all measures. CCNA is evidence that an organized “centrally-organized” approach to dementia research can catalyze important progress nationally and yield significant and measurable results.
Weakly Supervised Language Models for Automated Extraction of Critical Findings from Radiology Reports
Talati, Ish, Rubin, Daniel, Das, Avisha , Chaves, Juan Manuel Zambrano , Banerjee, Imon

No container title available | November 25, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-5060695/v1 Get It

Abstract Critical findings in radiology reports are life threatening conditions that need to be communicated promptly to physicians (“critical findings”) for timely man-agement of patients. Flagging radiology reports of such incidents could facilitate opportune communication of critical findings. With advancements in natural language processing (NLP), large language models (LLMs) can be trained with task-specific instructions and examples to mine information from narrative texts. We believe that similar methods can be applied to radiology reports to identify and extract critical findings from these reports. However, due to the rarity of such critical events, there is a dearth of manually labeled datasets of critical findings in radiology reports. To overcome this limitation, we train instruction-tuned MISTRAL-based language models in a two-phase weakly supervised fine-tuning setup on unlabeled radiology reports from Mayo Clinic (n=15000). The weakly fine-tuned model is then used to automatically extract critical terms from both internal and external test datasets - Mayo Clinic (n=80) and MIMIC-III (n=123) 1 respectively against the expert-annotation. We also evaluated performance of the models on a large-scale MIMIC-IV reports (n=5000) using automated LLM-aided evaluation metrics - G-eval and Prometheus. We observe that, for both manual and LLM-based evaluations, weakly supervised fine-tuning improves model performance, showing successful task-specific alignment. For community use, we released the trained model with open-source academic license∗