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Badley, Andrew D.

https://orcid.org/0000-0001-7796-7680

Mayo Clinic

Department of Molecular Medicine, and

Citations 94

FDA-approved COVID-19 vaccines are effective per real-world evidence synthesized across a multi-state health system
Soundararajan, Venky , Puranik, Arjun, Agarwal, Vineet , Niesen, Michiel J.M. , O’Horo, John C. , Badley, Andrew D. , Soundararajan, Venky , Badley, Andrew D , O'Horo, John C , Pawlowski, Colin , Lenehan, Patrick J. , Venkatakrishnan, A J , Halamka, John

No container title available | February 24, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-237155/v1 Get It

Abstract Large Phase 3 clinical trials of the two FDA-approved COVID-19 vaccines, mRNA-1273 (Moderna) and BNT162b2 (Pfizer/BioNTech), have demonstrated efficacies of 94.1% (n = 30,420, 95% CI: 89.3-96.8) and 95% (n = 43,448, 95% CI: 90.3-97.6) in preventing symptomatic COVID-19, respectively. Given the ongoing vaccine rollout to healthcare personnel and residents of long-term care facilities, here we provide a preliminary assessment of real-world vaccination efficacy in 62,598 individuals from the Mayo Clinic and associated health system (Arizona, Florida, Minnesota, Wisconsin) between December 1st 2020 and February 8th 2021. Our retrospective analysis contrasts 31,299 individuals receiving at least one dose of either vaccine with 31,299 unvaccinated individuals who are propensity-matched based on demographics, location (zip code), and number of prior SARS-CoV-2 PCR tests. Administration of two COVID-19 vaccine doses was 89.0% effective in preventing SARS-CoV-2 infection (95% CI: 69.1-97.2%) with onset at least 36 days after the first dose. Furthermore, vaccinated patients who were subsequently diagnosed with COVID-19 had significantly lower 14-day hospital admission rates than propensity-matched unvaccinated COVID-19 patients (3.7% vs. 9.2%; Relative Risk: 0.4; p-value: 0.007). Building upon the previous randomized trials of these vaccines, this study demonstrates their real-world effectiveness in reducing the rates of SARS-CoV-2 infection and COVID-19 severity among individuals at highest risk for infection.
Statins as an adjunctive therapy for COVID-19: the biological and clinical plausibility
Kashour, Tarek , Sohail, M. Rizwan , O’Horo, John C. , Badley, Andrew D. , Tleyjeh, Imad M. , O'Horo, John C, Tleyjeh, Imad M , Sohail, M Rizwan , Badley, Andrew D , O'Horo, John C , Halwani, Rabih , Arabi, Yaseen M.

Immunopharmacology and Immunotoxicology | January 7, 2021 | Volume: 43 | Issue: 1 | Pages: 37-50

10.1080/08923973.2020.1863984 Get It

681. Induction Immunosuppression Selection in People Living with HIV Undergoing Deceased Donor Kidney Transplantation: U.S. National Trends from 2000 to 2018
Vijayvargiya, Prakhar , Gurram, Pooja , Rizza, Stacey A. , Dean, Patrick G. , Cevallos, Edison Cano , Mullan, Aidan F. , Shweta, Fnu , Mahmood, Maryam , Badley, Andrew D. , Cummins, Nathan W.

Open Forum Infectious Diseases | January 2, 2021 | Volume: 7 | Issue: Supplement_1 | Pages: S394-S394

10.1093/ofid/ofaa439.873 Get It

Abstract Background Human Immunodeficiency Virus (HIV) outcomes have significantly improved at the expense of other age-related diseases including chronic kidney disease. Early reports of people living with HIV (PLWH) undergoing deceased-donor kidney transplantation (DDKT) showed poor outcomes, but these have notably improved after introduction of antiretrovirals. Despite years of experience, the optimal induction immunosuppression (IIS) in PLWH remains subject of debate. Large-scale studies describing the current ISS practices in PLWH undergoing DDKT are lacking. Here, we describe the U.S. national trends of IIS used in PLWH undergoing DDKT from 2000 to 2018 using the United Network of Organ Sharing (UNOS) database. Methods We analyzed the UNOS database to determine the selection of IIS in PLWH undergoing first-time DDKT between 1/1/2000 and 12/31/2018. Cases with unknown HIV status at the time of transplant were excluded. Age, sex and demographics were analyzed. The regimen used for IIS was compared based on HIV serostatus and the change in induction regimen was trended over time. Results A total of 139,650 cases underwent DDKT during the study period. Among these, 1,384 were identified as HIV-positive. PLWH were significantly younger than HIV-negative (49±10 years vs. 51.6 ± 15.3 years; p< 0.001) (Table 1). A greater proportion of men was seen in the PLWH group compared to HIV-negative persons (76.2% vs. 60.4%; p< 0.0001). In the HIV-negative group, 12.1% undergoing DDKT did not receive IIS compared to 16.4% in PLWH (p< 0.0001). Medications that have significantly increased in use with years in PLWH included rabbit anti-thymocyte globulin (rATG), steroids, and basiliximab (3.54, 3.25, 2.28, respectively; p< 0.001). On our trend analysis (Figure 1), the percentage of PLWH receiving any IIS is increasing by 4.04% each year (p< 0.001). Table 1 Figure 1 Conclusion Our study suggests that IIS is an increasing practice in PLWH undergoing DDKT, predominantly using rATG, steroids, and basiliximab. Understanding the current practices might lead to further studies to determine the long-term outcomes after different induction regimens in PLWH. Disclosures All Authors: No reported disclosures
Severe Acute Respiratory Syndrome Coronavirus 2, COVID-19, and the Renin-Angiotensin System
Sparks, Matthew A. , South, Andrew M. , Badley, Andrew D. , Baker‐Smith, Carissa M. , Bozkurt, Biykem , Cattaneo, Roberto , Crowley, Steven D. , Dell’Italia, Louis J. , Ford, Andria L. , Griendling, Kathy K. , Gurley, Susan B. , Nath, Karl A. , Rangaswami, Janani , Taylor, W. Robert , Badley, Andrew D , Baker-Smith, Carissa M , Sparks, Matthew A , Batlle, Daniel , Kasner, Scott Eric , Murray, Joseph A. , Pfeffer, Marc Alan , Garovic, Vesna D.

Hypertension | September 28, 2020 | Volume: 76 | Issue: 5 | Pages: 1350-1367

10.1161/hypertensionaha.120.15948 Get It

The coronavirus disease 2019 (COVID-19) pandemic is associated with significant morbidity and mortality throughout the world, predominantly due to lung and cardiovascular injury. The virus responsible for COVID-19—severe acute respiratory syndrome coronavirus 2—gains entry into host cells via ACE2 (angiotensin-converting enzyme 2). ACE2 is a primary enzyme within the key counter-regulatory pathway of the renin-angiotensin system (RAS), which acts to oppose the actions of Ang (angiotensin) II by generating Ang-(1–7) to reduce inflammation and fibrosis and mitigate end organ damage. As COVID-19 spans multiple organ systems linked to the cardiovascular system, it is imperative to understand clearly how severe acute respiratory syndrome coronavirus 2 may affect the multifaceted RAS. In addition, recognition of the role of ACE2 and the RAS in COVID-19 has renewed interest in its role in the pathophysiology of cardiovascular disease in general. We provide researchers with a framework of best practices in basic and clinical research to interrogate the RAS using appropriate methodology, especially those who are relatively new to the field. This is crucial, as there are many limitations inherent in investigating the RAS in experimental models and in humans. We discuss sound methodological approaches to quantifying enzyme content and activity (ACE, ACE2), peptides (Ang II, Ang-[1–7]), and receptors (types 1 and 2 Ang II receptors, Mas receptor). Our goal is to ensure appropriate research methodology for investigations of the RAS in patients with severe acute respiratory syndrome coronavirus 2 and COVID-19 to ensure optimal rigor and reproducibility and appropriate interpretation of results from these investigations.
Author response: Inference from longitudinal laboratory tests characterizes temporal evolution of COVID-19-associated coagulopathy (CAC)
Wagner, Tyler , Puranik, Arjun, Loscalzo, Liam, Pruthi, Rajiv K. , Morice, William G. , Williams, Amy W. , Barnathan, Elliot S. , Makimura, Hideo, Khan, Najat, Pawlowski, Colin , Murugadoss, Karthik , Venkatakrishnan, A J , Houghton, Damon E. , O’Horo, John C. , Morice, William George , Gores, Gregory J. , Halamka, John , Badley, Andrew D. , Soundararajan, Venky

No container title available | September 4, 2020 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.7554/elife.59209.sa2 Get It

Inference from longitudinal laboratory tests characterizes temporal evolution of COVID-19-associated coagulopathy (CAC)
Pawlowski, Colin , Wagner, Tyler , Puranik, Arjun, Loscalzo, Liam, Pruthi, Rajiv K. , Houghton, Damon E. , O’Horo, John C. , Morice, William G. , Williams, Amy W. , Badley, Andrew D. , Barnathan, Elliot S. , Makimura, Hideo, Khan, Najat, O'Horo, John C, Soundararajan, Venky , Houghton, Damon E , Badley, Andrew D , O'Horo, John C , Murugadoss, Karthik , Venkatakrishnan, A J , Morice, William George , Gores, Gregory J. , Halamka, John , Soundararajan, Venky

eLife | August 17, 2020 | Volume: 9 | Issue: No issue available | Pages: No page available

10.7554/elife.59209 Get It

Temporal inference from laboratory testing results and triangulation with clinical outcomes extracted from unstructured electronic health record (EHR) provider notes is integral to advancing precision medicine. Here, we studied 246 SARS-CoV-2 PCR-positive (COVID pos ) patients and propensity-matched 2460 SARS-CoV-2 PCR-negative (COVID neg ) patients subjected to around 700,000 lab tests cumulatively across 194 assays. Compared to COVID neg patients at the time of diagnostic testing, COVID pos patients tended to have higher plasma fibrinogen levels and lower platelet counts. However, as the infection evolves, COVID pos patients distinctively show declining fibrinogen, increasing platelet counts, and lower white blood cell counts. Augmented curation of EHRs suggests that only a minority of COVID pos patients develop thromboembolism, and rarely, disseminated intravascular coagulopathy (DIC), with patients generally not displaying platelet reductions typical of consumptive coagulopathies. These temporal trends provide fine-grained resolution into COVID-19 associated coagulopathy (CAC) and set the stage for personalizing thromboprophylaxis.
Safety and efficacy of (+)‐epicatechin in subjects with Friedreich's ataxia: A phase II , open‐label, prospective study
Qureshi, M. Yasir , Clark, Vicki M., Johnson, Jonathan N. , Moutvic, Margaret A., Driscoll, Sherilyn W. , Kemppainen, Jennifer L., Badley, Andrew D. , Tebben, Peter J. , Wackel, Philip L. , Oglesbee, Devin , Glockner, James F., Schreiner, George F., Touchette, Jillienne C. , Gavrilova, Ralitza H. , Qureshi, Muhammad Yasir, Patterson, Marc C. , Clark, Vicki, Anderson, Jeff R , Glockner, James, Qureshi, Muhammad Y , Oglesbee, Devin , Badley, Andrew D , Tebben, Peter , Huston, John , Anderson, Jeff R., Dugar, Sundeep

Journal of Inherited Metabolic Disease | July 17, 2020 | Volume: 44 | Issue: 2 | Pages: 502-514

10.1002/jimd.12285 Get It

Abstract Background (+)‐Epicatechin (EPI) induces mitochondrial biogenesis and antioxidant metabolism in muscle fibers and neurons. We aimed to evaluate safety and efficacy of (+)‐EPI in pediatric subjects with Friedreich's ataxia (FRDA). Methods This was a phase II, open‐label, baseline‐controlled single‐center trial including 10 participants ages 10 to 22 with confirmed FA diagnosis. (+)‐EPI was administered orally at 75 mg/d for 24 weeks, with escalation to 150 mg/d at 12 weeks for subjects not showing improvement of neuromuscular, neurological or cardiac endpoints. Neurological endpoints were change from baseline in Friedreich's Ataxia Rating Scale (FARS) and 8‐m timed walk. Cardiac endpoints were changes from baseline in left ventricular (LV) structure and function by cardiac magnetic resonance imaging (MRI) and echocardiogram, changes in cardiac electrophysiology, and changes in biomarkers for heart failure and hypertrophy. Results Mean FARS/modified (m)FARS scores showed nonstatistically significant improvement by both group and individual analysis. FARS/mFARS scores improved in 5/9 subjects (56%), 8‐m walk in 3/9 (33%), 9‐peg hole test in 6/10 (60%). LV mass index by cardiac MRI was significantly reduced at 12 weeks ( P = .045), and was improved in 7/10 (70%) subjects at 24 weeks. Mean LV ejection fraction was increased at 24 weeks ( P = .008) compared to baseline. Mean maximal septal thickness by echocardiography was increased at 24 weeks ( P = .031). There were no serious adverse events. Conclusion (+)‐EPI was well tolerated over 24 weeks at up to 150 mg/d. Improvement was observed in cardiac structure and function in subset of subjects with FRDA without statistically significant improvement in primary neurological outcomes. Synopsis A (+)‐epicatechin showed improvement of cardiac function, nonsignificant reduction of FARS/mFARS scores, and sustained significant upregulation of muscle‐regeneration biomarker follistatin.
Human Cancers Express TRAILshort, a Dominant Negative TRAIL Splice Variant, Which Impairs Immune Effector Cell Killing of Tumor Cells
Aboulnasr, Fatma, Krogman, Ashton , Graham, Rondell P. , Garcia-Rivera, Enrique , Anderson, J. , Natesampillai, Sekar, Kogan, Nicole , Aravamudan, Murali, Nie, Zilin , Chung, Thomas D.Y. , Buick, Richard, King, Rebecca L. , Novak, Anne J. , Ansell, Stephen M. , Badley, Andrew D. , Misra, Anisha , Garcia-Rivera, Enrique , Anderson, Jeff R , Kogan, Nicole , Graham, Rondell P , Badley, Andrew D , Cummins, Nathan W. , Feldman, Andrew L. , Kenderian, Saad S.

Clinical Cancer Research | July 15, 2020 | Volume: 26 | Issue: 21 | Pages: 5759-5771

10.1158/1078-0432.ccr-20-0251 Get It

Abstract Purpose: TNF-related apoptosis inducing ligand (TRAIL) expression by immune cells contributes to antitumor immunity. A naturally occurring splice variant of TRAIL, called TRAILshort, antagonizes TRAIL-dependent cell killing. It is unknown whether tumor cells express TRAILshort and if it impacts antitumor immunity. Experimental Design: We used an unbiased informatics approach to identify TRAILshort expression in primary human cancers, and validated those results with IHC and ISH. TRAILshort-specific mAbs were used to determine the effect of TRAILshort on tumor cell sensitivity to TRAIL, and to immune effector cell dependent killing of autologous primary tumors. Results: As many as 40% of primary human tumors express TRAILshort by both RNA sequencing and IHC analysis. By ISH, TRAILshort expression is present in tumor cells and not bystander cells. TRAILshort inhibition enhances cancer cell lines sensitivity to TRAIL-dependent killing both in vitro and in immunodeficient xenograft mouse models. Immune effector cells isolated from patients with B-cell malignancies killed more autologous tumor cells in the presence compared with the absence of TRAILshort antibody (P < 0.05). Conclusions: These results identify TRAILshort in primary human malignancies, and suggest that TRAILshort blockade can augment the effector function of autologous immune effector cells. See related commentary by de Miguel and Pardo, p. 5546
Augmented curation of clinical notes from a massive EHR system reveals symptoms of impending COVID-19 diagnosis
Wagner, Tyler , Shweta, Fnu , Awasthi, Samir , Bade, Sairam, Puranik, Arjun, Kang, Martin , Pickering, Brian W. , O’Horo, John C. , Vergidis, Paschalis , Temesgen, Zelalem , Rizza, Stacey A. , Mahmood, Maryam , Wilson, Walter R. , Liebers, Matt, Doctor, Zainab M., Silvert, Eli , Solomon, Hugo, Barve, Rakesh , Williams, Amy W. , Morice, William G. , Badley, Andrew D. , Venkatakrishnan, A J , O'Horo, John C, Rizza, Stacey , Challener, Douglas , Anand, Praveen , Badley, Andrew, Soundararajan, Venky , Badley, Andrew D , O'Horo, John C , Vergidis, Paschalis , Mahmood, Maryam , Shweta, Fnu , Wagner, Tyler, Murugadoss, Karthik , Bauer, Philippe R. , Razonable, Raymund R. , Challener, Douglas W. , Anand, Praveen , Anand, Akash, Gores, Gregory J. , Morice, William George , Halamka, John , Soundararajan, Venky

eLife | July 7, 2020 | Volume: 9 | Issue: No issue available | Pages: No page available

10.7554/elife.58227 Get It

Understanding temporal dynamics of COVID-19 symptoms could provide fine-grained resolution to guide clinical decision-making. Here, we use deep neural networks over an institution-wide platform for the augmented curation of clinical notes from 77,167 patients subjected to COVID-19 PCR testing. By contrasting Electronic Health Record (EHR)-derived symptoms of COVID-19-positive (COVID pos ; n = 2,317) versus COVID-19-negative (COVID neg ; n = 74,850) patients for the week preceding the PCR testing date, we identify anosmia/dysgeusia (27.1-fold), fever/chills (2.6-fold), respiratory difficulty (2.2-fold), cough (2.2-fold), myalgia/arthralgia (2-fold), and diarrhea (1.4-fold) as significantly amplified in COVID pos over COVID neg patients. The combination of cough and fever/chills has 4.2-fold amplification in COVID pos patients during the week prior to PCR testing, in addition to anosmia/dysgeusia, constitutes the earliest EHR-derived signature of COVID-19. This study introduces an Augmented Intelligence platform for the real-time synthesis of institutional biomedical knowledge. The platform holds tremendous potential for scaling up curation throughput, thus enabling EHR-powered early disease diagnosis.