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Assessing the use of observational methods and real-world data to emulate ongoing randomized controlled trials
Wallach, Joshua D. , Deng, Yihong , Dhruva, Sanket S. , Quinto, Kenneth , Gandotra, Charu , Ross, Joseph S , Wallach, Joshua D , Deng, Yihong , Polley, Eric C. , Herrin, Jeph , Crown, William H. , Noseworthy, Peter A. , Yao, Xiaoxi , Jeffery, Molly Moore , Lyon, Timothy D. , Ross, Joseph S. , McCoy, Rozalina G.

Mayo Clinic

Clinical Trials | August 17, 2023 | Volume: 20 | Issue: 6 | Pages: 689-698

10.1177/17407745231193137 | PMID 37589143 Get It

Background/aims There has been growing interest in better understanding the potential of observational research methods in medical product evaluation and regulatory decision-making. Previously, we used linked claims and electronic health record data to emulate two ongoing randomized controlled trials, characterizing the populations and results of each randomized controlled trial prior to publication of its results. Here, our objective was to compare the populations and results from the emulated trials with those of the now-published randomized controlled trials. Methods This study compared participants’ demographic and clinical characteristics and study results between the emulated trials, which used structured data from OptumLabs Data Warehouse, and the published PRONOUNCE and GRADE trials. First, we examined the feasibility of implementing the baseline participant characteristics included in the published PRONOUNCE and GRADE trials’ using real-world data and classified each variable as ascertainable, partially ascertainable, or not ascertainable. Second, we compared the emulated trials and published randomized controlled trials for baseline patient characteristics (concordance determined using standardized mean differences <0.20) and results of the primary and secondary endpoints (concordance determined by direction of effect estimates and statistical significance). Results The PRONOUNCE trial enrolled 544 participants, and the emulated trial included 2226 propensity score-matched participants. In the PRONOUNCE trial publication, one of the 32 baseline participant characteristics was listed as an exclusion criterion on ClinicalTrials.gov but was ultimately not used. Among the remaining 31 characteristics, 9 (29.0%) were ascertainable, 11 (35.5%) were partially ascertainable, and 10 (32.2%) were not ascertainable using structured data from OptumLabs. For one additional variable, the PRONOUNCE trial did not provide sufficient detail to allow its ascertainment. Of the nine variables that were ascertainable, values in the emulated trial and published randomized controlled trial were discordant for 6 (66.7%). The primary endpoint of time from randomization to the first major adverse cardiovascular event and secondary endpoints of nonfatal myocardial infarction and stroke were concordant between the emulated trial and published randomized controlled trial. The GRADE trial enrolled 5047 participants, and the emulated trial included 7540 participants. In the GRADE trial publication, 8 of 34 (23.5%) baseline participant characteristics were ascertainable, 14 (41.2%) were partially ascertainable, and 11 (32.4%) were not ascertainable using structured data from OptumLabs. For one variable, the GRADE trial did not provide sufficient detail to allow for ascertainment. Of the eight variables that were ascertainable, values in the emulated trial and published randomized controlled trial were discordant for 4 (50.0%). The primary endpoint of time to hemoglobin A1c ≥7.0% was mostly concordant between the emulated trial and the published randomized controlled trial. Conclusion Despite challenges, observational methods and real-world data can be leveraged in certain important situations for a more timely evaluation of drug effectiveness and safety in more diverse and representative patient populations.
Diagnostic Approach for Suspected Acute Myocarditis: Considerations for Standardization and Broadening Clinical Spectrum
Martens, Pieter , Tang, W.H. Wilson , Cooper, Leslie T , Tang, W H Wilson , Cooper, Leslie T.

Mayo Clinic

Journal of the American Heart Association | August 17, 2023 | Volume: 12 | Issue: 17 | Pages: No page available

10.1161/jaha.123.031454 | PMID 37589159 Get It

Myocarditis is most recognized in patients with moderate to severe, recent‐onset heart failure. However, less typical presentations including myocardial infarction with normal coronary arteries and arrhythmias are important manifestations but less commonly recognized to be caused by myocarditis. Most cases of myocarditis can be self‐limiting without specific treatment; however, appropriate identification of risk during the diagnostic process of myocarditis and once a diagnosis is established is of primordial importance to identify patients in need for more specific follow‐up and management. We propose a flexible, multitiered approach to the diagnostic process, allowing for capturing of the spectrum of myocarditis at an early time‐point, individualized use of diagnostic resources through disease severity phenotyping, and providing structured follow‐up care once myocarditis is confirmed. Such diagnostic processes allow for identification of specific etiologies with potential therapeutic consequences or allows for the comprehension of disease chronicity by understanding genetic contributions or elements of persistent immune dysregulation and degree of cardiac damage. The article highlights the evolving field of immunophenotyping in myocarditis, generating a potential for the development of targeted therapeutic approaches. Currently long‐term follow‐up should be titrated to the refined risk assessments of patients with a diagnosis of myocarditis and includes arrhythmia monitoring and imaging when the results will likely impact management. Genetic testing should be considered in selected cases, and histologic diagnosis may be considered in nonresponders even at later stages.
Highlights From the Annual Meeting of the American Epilepsy Society 2022
Valencia, Ignacio , Alexander, Allyson , Andrade, Danielle M. , Arévalo, Miguel , Auer, Nancy A. , Bartoloméi, Fabrice , Becker, Danielle A. , Bernasconi, Andrea , Bernasconi, Neda , Bhatnagar, Shivani , Blumenfeld, Hal , Burdette, David E. , Conner, Kelly , Conway, Jeannine M. , Diaz-Arastia, Ramon, Drees, Cornelia , French, Jacqueline A. , Ganguly, Taneeta M. , Gotman, Jean , Guilfoyle, Shanna M., Gupta, Gita , Hentges, Katie, Huh, Linda , Kelley, Sarah A. , Vega‐Talbott, Maite La, Lam, Alice , Lowenstein, Daniel H. , Maturu, Sarita , McDonald, Carrie R. , McKee, Heather , Meador, Kimford J. , Michael, Elizabeth H., Mikati, Mohamad A. , Mitchell, James , Myers, Leah S. , Naritoku, Dean K., Neville, Kerri, Pavlova, Milena , Perry, Μ. Scott , Plueger, Madona, Pugh, Mary Jo , Quigg, Mark , Reddy, Shilpa B. , Reynolds, Tamara S. , Santana‐Gomez, Cesar , Schommer, Linsday, Shellhaas, Renée A. , Shrey, Daniel W. , Singh, Rani K. , Suleman, Saher, Templer, Jessica W. , Varadkar, Sophia , Velez‐Ruiz, Naymee , Velı́šková, Jana , Voskobiynyk, Yuliya , Wagner, Janelle L. , Wagnon, Jacy L. , Waller, Claire, Waller, Jill, Welborn, Michelle, Shellhaas, Renée A , Mikati, Mohamad A , Andrade, Danielle M , French, Jacqueline , Meador, Kimford J , Templer, Jessica W , McKee, Heather Ravvin , Ganguly, Taneeta Mindy , Burdette, David E , Valencia, Ignacio , Arevalo-Astrada, Miguel, Rubiños, Clio , Auer, Nancy, Bainbridge, Jacquelyn L. , Baxendale, Sallie , Berg, Anne T. , Bernhardt, Boris C. , Bhatnagar, Shivani, Blümcke, Ingmar , Buchanan, Gordon F. , Burneo, Jorge G. , Busch, Robyn M. , Chauvel, Patrick , Chin, Jeannie , Clifford, Lisa M. , Cook, Mark , Drees, Cornelia , Gelfand, Michael , Glauser, Tracy A. , Gleichgerrcht, Ezequiel L. , Goldman, Alica M. , González-Martínez, Jorge , Grinspan, Zachary M. , Hammer, Michael F. , Hartman, Adam L. , Hogan, R Edward , Hyslop, Ann , Jobst, Barbara C. , Josephson, Colin B. , Knupp, Kelly G. , Koepp, Matthias J. , Kothare, Sanjeev V. , Krook-Magnuson, Esther , Kwasa, Jasmine A. C. , Lee, Jong Woo , Mayor, Luis Carlos , McKhann, Guy M. , Mefford, Heather C. , Millichap, J Gordon , Noebels, Jeffrey L. , O’Brien, Terence J. , Oluigbo, Chima , Patel, Anup D. , Paz, Jeanne T. , Pennell, Page B. , Perucca, Piero , Pitkänen, Asla , Ryan, Christopher, Sajatovic, Martha , Schuele, Stephan , Sperling, Michael R. , Thom, Maria , Trinka, Eugen , Wang, Irène , Wirrell, Elaine

Mayo Clinic

Epilepsy Currents | August 17, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15357597231187227 Get It

With more than 6000 attendees between in-person and virtual offerings, the American Epilepsy Society Meeting 2022 in Nashville, felt as busy as in prepandemic times. An ever-growing number of physicians, scientists, and allied health professionals gathered to learn a variety of topics about epilepsy. The program was carefully tailored to meet the needs of professionals with different interests and career stages. This article summarizes the different symposia presented at the meeting. Basic science lectures addressed the primary elements of seizure generation and pathophysiology of epilepsy in different disease states. Scientists congregated to learn about anti-seizure medications, mechanisms of action, and new tools to treat epilepsy including surgery and neurostimulation. Some symposia were also dedicated to discuss epilepsy comorbidities and practical issues regarding epilepsy care. An increasing number of patient advocates discussing their stories were intertwined within scientific activities. Many smaller group sessions targeted more specific topics to encourage member participation, including Special Interest Groups, Investigator, and Skills Workshops. Special lectures included the renown Hoyer and Lombroso, an ILAE/IBE joint session, a spotlight on the impact of Dobbs v. Jackson on reproductive health in epilepsy, and a joint session with the NAEC on coding and reimbursement policies. The hot topics symposium was focused on traumatic brain injury and post-traumatic epilepsy. A balanced collaboration with the industry allowed presentations of the latest pharmaceutical and engineering advances in satellite symposia.
High prevalence of frailty in patients with adrenal adenomas and adrenocortical hormone excess: a cross-sectional multi-centre study with prospective enrolment
Dogra, Prerna , Šambula, Lana, Saini, Jasmine , Thangamuthu, Karthik, Athimulam, Shobana , Delivanis, Danae A. , Baikousi, Dimitra, Nathani, Rohit , Zhang, Catherine D , Genere, Natalia , Salman, Zara, Ambroziak, Urszula , Garcia, Raul Gregg , Achenbach, Sara J., Atkinson, Elizabeth J. , Singh, Sumitabh , Kaštelan, Darko , Garcia, Raul G, Bancos, Irina , Saini, Jasmine , Ambroziak, Urszula , Garcia, Raul G , Kastelan, Darko , Thangamuthu, Karthik, Turcu, Adina F. , LeBrasseur, Nathan K. , Bancos, Irina

Mayo Clinic

European Journal of Endocrinology | August 16, 2023 | Volume: 189 | Issue: 3 | Pages: 318-326

10.1093/ejendo/lvad113 | PMID 37590964 Get It

Abstract Objective Frailty, characterized by multi-system decline, increases vulnerability to adverse health outcomes and can be measured using Frailty Index (FI). We aimed to assess the prevalence of frailty in patients with adrenal disorders (based on hormonal sub-type) and examine association between FI and performance-based measures of physical function. Design Multi-centre, cross-sectional study (March 2019-August 2022). Methods Adult patients with adrenal disorders (non-functioning adrenal adenomas [NFA], mild autonomous cortisol secretion [MACS], Cushing syndrome [CS], primary aldosteronism [PA]) and referent subjects without adrenal disorders completed a questionnaire encompassing 47 health variables (comorbidities, symptoms, daily living activities). FI was calculated as the average score of all variables and frailty defined as FI ≥ 0.25. Physical function was assessed with hand grip, timed up-and-go test, chair rising test, 6-minute walk test, and gait speed. Results Compared to referent subjects (n = 89), patients with adrenal disorders (n = 520) showed increased age, sex, and body mass index-adjusted prevalence of frailty (CS [odds ratio—OR 19.2, 95% confidence interval—CI 6.7-70], MACS [OR 12.5, 95% CI 4.8-42.9], PA [OR 8.4, 95% CI 2.9-30.4], NFA [OR 4.5, 95% CI 1.7-15.9]). Prevalence of frailty was similar to referent subjects when post-dexamethasone cortisol was &lt;28 nmol/L and was higher when post-dexamethasone cortisol was 28-50 nmol/L (OR 4.6, 95% CI 1.7-16.5). FI correlated with all measures of physical function (P &lt; .001). Conclusions Whilst frailty prevalence was highest in patients with adrenocortical hormone excess, even patients with NFA demonstrated an increased prevalence compared to the referent population. Future longitudinal studies are needed to evaluate the impact of various management strategies on frailty.
P812: PREDICTING HIGH-RISK DISEASE BIOLOGY USING ARTIFICIAL INTELLIGENCE BASED FDG PET/CT RADIOMICS IN NEWLY DIAGNOSED MULTIPLE MYELOMA
Shreve, Jacob , Kourelis, Taxiarchis , Pritchett, Josh, Hwa, Yi L. , Hobbs, Miriam, Lacy, Martha Q. , Kumar, Shaji , Charalampous, Charalampos , Paludo, Jonas , Gonsalves, Wilson I. , Lin, Yi , Shah, Meera , Cook, Joselle , Dispenzieri, Angela , Broski, Stephen M. , Rajkumar, S. Vincent , Binder, Moritz

Mayo Clinic

HemaSphere | August 16, 2023 | Volume: 7 | Issue: S3 | Pages: e0586106

10.1097/01.hs9.0000970152.05861.06 Get It

Beyond the Binary: Moving the Radiology Workforce Toward Gender Inclusion, From the AJR Special Series on DEI
Tomblinson, Courtney M. , Stowell, Justin T. , Zavaletta, Vaz, Freeman, Nicolas , Carroll, Evelyn F. , Willis, Marc H. , Flores, Efrén J. , Flores, Efren J , Yong‐Hing, Charlotte J. , Spalluto, Lucy B.

Mayo Clinic

American Journal of Roentgenology | August 16, 2023 | Volume: 221 | Issue: 4 | Pages: 425-432

10.2214/ajr.22.28967 | PMID 36919881 Get It

Prognostic significance of haemodynamic parameters in patients with cardiogenic shock
Berg, David D. , Baird-Zars, Vivian M., Alviar, Carlos L. , Barsness, Gregory W. , Burke, James A. , Chonde, Meshe , Cooper, Howard A., Daniels, Lori B. , Dodson, Mark , Gidwani, Umesh , Goldfarb, Michael , Guo, Jianping , Hillerson, Dustin , Kenigsberg, Benjamin B. , Kochar, Ajar , Kontos, Michael C. , Lopes, Mathew S. , Loriaux, Daniel B. , Miller, P. Elliott , O’Brien, Connor , Papolos, Alexander , Patel, Siddharth M. , Pisani, Barbara , Prasad, Rajnish, Smith, Timothy D., Teuteberg, Jeffrey J. , Thompson, Andrea D. , Zakaria, Sammy , Katz, Jason N. , Goldfarb, Michael , Kochar, Ajar , Patel, Siddharth M , Solomon, Michael A , van Diepen, Sean , Goldfarb, Michael , Daniels, Lori B , Goldfarb, Michael , Berg, David , Thompson, Andrea , Zakaria, Sammy , Chonde, Meshe D , O'Brien, Connor G , Hillerson, Dustin , Kaur, Gurleen , Bohula, Erin A. , Barnett, Christopher F. , Burke, James A, Chaudhry, Sunit‐Preet , Gerber, Daniel , Ghafghazi, Shahab , Kwon, Younghoon, Potter, Brian J , Prasad, Rajnish, Roswell, Robert O. , Shah, Kevin S , Sinha, Shashank S , Solomon, Michael A. , Diepen, Sean van , Morrow, David A.

Mayo Clinic

European Heart Journal: Acute Cardiovascular Care | August 16, 2023 | Volume: 12 | Issue: 10 | Pages: 651-660

10.1093/ehjacc/zuad095 | PMID 37640029 Get It

Abstract Aims Invasive haemodynamic assessment with a pulmonary artery catheter is often used to guide the management of patients with cardiogenic shock (CS) and may provide important prognostic information. We aimed to assess prognostic associations and relationships to end-organ dysfunction of presenting haemodynamic parameters in CS. Methods and results The Critical Care Cardiology Trials Network is an investigator-initiated multicenter registry of cardiac intensive care units (CICUs) in North America coordinated by the TIMI Study Group. Patients with CS (2018–2022) who underwent invasive haemodynamic assessment within 24 h of CICU admission were included. Associations of haemodynamic parameters with in-hospital mortality were assessed using logistic regression, and associations with presenting serum lactate were assessed using least squares means regression. Sensitivity analyses were performed excluding patients on temporary mechanical circulatory support and adjusted for vasoactive-inotropic score. Among the 3603 admissions with CS, 1473 had haemodynamic data collected within 24 h of CICU admission. The median cardiac index was 1.9 (25th–75th percentile, 1.6–2.4) L/min/m2 and mean arterial pressure (MAP) was 74 (66–86) mmHg. Parameters associated with mortality included low MAP, low systolic blood pressure, low systemic vascular resistance, elevated right atrial pressure (RAP), elevated RAP/pulmonary capillary wedge pressure ratio, and low pulmonary artery pulsatility index. These associations were generally consistent when controlling for the intensity of background pharmacologic and mechanical haemodynamic support. These parameters were also associated with higher presenting serum lactate. Conclusion In a contemporary CS population, presenting haemodynamic parameters reflecting decreased systemic arterial tone and right ventricular dysfunction are associated with adverse outcomes and systemic hypoperfusion.
Determinants and prognostic implications of left atrial reverse remodelling after coarctation of aorta repair in adults
Egbe, Alexander C. , Younis, Ahmed , Miranda, William R. , Jain, C. Charles , Connolly, Heidi M. , Borlaug, Barry A.

Mayo Clinic

European Heart Journal - Cardiovascular Imaging | August 16, 2023 | Volume: 25 | Issue: 2 | Pages: 249-256

10.1093/ehjci/jead203 | PMID 37585542 Get It

Abstract Aims Left atrial (LA) dysfunction and atrial fibrillation are also relatively common in adults with coarctation of aorta (COA), and the severity of LA dysfunction is associated with a higher risk of atrial fibrillation in this population. The purpose of this study was to determine whether LA function improved after COA repair (LA reverse remodelling), and the relationship between LA reverse remodelling and atrial fibrillation. Methods and results Retrospective cohort study of adults undergoing COA repair (2003–20). LA reservoir strain was assessed pre intervention and 12–24 months post intervention, using speckle tracking echocardiography. Incident atrial fibrillation was assessed from COA repair to last follow-up. Of 261 adults who underwent COA repair [age 37 ± 13 years; males 148 (57%)], 124 (47%) and 137 (53%) presented with native vs. recurrent COA, respectively. Of 261 patients, 231 (82%) and 48 (18%) underwent surgical and transcatheter COA repair, respectively. The LA reservoir strain increased from 32 ± 8% (pre intervention) to 39 ± 7% (post intervention), yielding a relative increase of 21 ± 5%. Older age [β ± standard error (SE) −0.16 ± 0.09 per 5 years, P = 0.02], higher systolic blood pressure (β ± SE −0.12 ± 0.04 per 5 mmHg, P = 0.005), and higher residual COA mean gradient (β ± SE −0.17 ± 0.06 per 5 mmHg, P = 0.002) post intervention were associated with less LA reverse remodelling, after adjustment for sex, hypertension diagnosis, and left ventricular indices. LA reverse remodelling (hazard ratio 0.97, 95% confidence interval 0.96–0.98 per 1% increase from pre-intervention LA function, P = 0.006) was associated with a lower risk of atrial fibrillation after adjustment for age, sex, pre-intervention LA reservoir strain, and history of atrial fibrillation. Conclusion COA repair resulted in improved LA function and decreased risk for atrial fibrillation, especially in patients without residual hypertension or significant residual COA gradient.
Reply to Boodman et al
Ordaya, Eloy E. , Saleh, Omar Abu , Abu Saleh, Omar , Mahmood, Maryam , Mahmood, Maryam

Mayo Clinic

Open Forum Infectious Diseases | August 16, 2023 | Volume: 10 | Issue: 8 | Pages: No page available

10.1093/ofid/ofad437 | PMID 37663089 Get It