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Badley, Andrew

Mayo Clinic

Mayo Clinic, Rochester, United States.

Citations 5

Increased Mortality in Kidney Transplant Recipients During the Delta/Omicron Era of the COVID‐19 Pandemic Despite Widespread Vaccination
Smith, Byron H. , Nair, S. , Mai, Martin, Khamash, Hasan , Schinstock, Carrie A. , Liang, Yun , Abdelrheem, Ahmed, Park, Walter D. , Smith, Byron , Nair, Sumi, Wadei, Hani M , Schinstock, Carrie , Park, Walter , Badley, Andrew, Stegall, Mark D , Wadei, Hani M. , Liang, Yun, Badley, Andrew D. , Stegall, Mark D.

Clinical Transplantation | January 7, 2025 | Volume: 39 | Issue: 1 | Pages: No page available

10.1111/ctr.70071 Get It

ABSTRACTIntroductionThe incidence of mortality late in the pandemic, particularly after widespread vaccine availability, is not well understood. Herein, we elucidate the effect of this impact of the COVID pandemic as well as risk factors for mortality during it.MethodsThe primary end point was death with a functioning graft with secondary endpoints of mortality rates in subgroups and at different time intervals during the pandemic.ResultsDespite widespread vaccination, mortality rates for kidney transplant (KTx) recipients almost doubled during the COVID‐19 era (6.40 deaths per 100 person years vs. 3.54 pre‐COVID). Mortality increased in all racial/ethnic groups but increased more in Native Americans, Hispanics, and African Americans compared to non‐Hispanic Caucasians. The highest mortality rate occurred during the Delta and Omicron time frames. In contrast to the general population, mortality was more evenly spread across age groups in KTx recipients.ConclusionsMortality rates during the COVID‐19 era were extremely high, more than doubling in some racial/ethnic groups. We conclude that the KTx population was a particularly vulnerable group during the COVID‐19 era and suggests the need for further research into the management of variants in the future.
Ink-Spiring Innovations: 3D Bioprinting Skin Models for Disease Discovery
Torigoe, Rafaela Mayumi Simoes , Revzin, Alexander , Wyles, Saranya P. , Simoes Torigoe, Rafaela Mayumi , Badley, Andrew, Wyles, Saranya, Badley, Andrew D.

Regenerative Medicine | January 5, 2024 | Volume: 19 | Issue: 2 | Pages: 65-68

10.2217/rme-2023-0216 Get It

Third dose vaccination with mRNA-1273 or BNT162b2 vaccines improves protection against SARS-CoV-2 infection
Niesen, Michiel J.M. , Matson, Robert P. , Puranik, Arjun, O’Horo, John C. , Pawlowski, Colin , Vachon, Celine M, Virk, Abinash , Swift, Melanie D. , Speicher, Leigh L. , Gordon, Joel , Geyer, Holly L. , Vachon, Celine, Challener, Douglas , Swift, Melanie, Speicher, Leigh, Geyer, Holly, Lenehan, Patrick J , Soundararajan, Venky , Badley, Andrew, O'Horo, John C , Swift, Melanie D , Challener, Douglas W. , Lenehan, Patrick J. , Venkatakrishnan, A J , Soundararajan, Venky , Badley, Andrew D.

PNAS Nexus | April 28, 2022 | Volume: 1 | Issue: 2 | Pages: No page available

10.1093/pnasnexus/pgac042 Get It

Abstract As of 2021 November 29, booster vaccination against SARS-CoV-2 infection has been recommended for all individuals aged 18 years and older in the United States. A key reason for this recommendation is the expectation that a booster vaccine dose can alleviate observed waning of vaccine effectiveness (VE). Although initial reports of booster effectiveness have been positive, the level of protection from booster vaccination is unclear. We conducted two studies to assess the impact of booster vaccination, with BNT162b2 or mRNA-1273, on the incidence of SARS-CoV-2 infection between August and December 2021. We first compared SARS-CoV-2 infection incidence in cohorts of 3-dose vaccine recipients to incidence in matched cohorts of 2-dose vaccine recipients (cohort size = 24,539 for BNT162b2 and 14,004 for mRNA-1273). Additionally, we applied a test-negative study design to compare the level of protection against symptomatic infection in 3-dose recipients to that observed in recent 2-dose primary vaccine series recipients. The 3-dose recipients experienced a significantly lower incidence rate of SARS-CoV-2 infection than the matched 2-dose cohorts (BNT162b2 Incidence Rate Ratio: 0.11, 95% CI: 0.09 to 0.13 and mRNA-1273 IRR: 0.11, 95% CI: 0.08 to 0.15). Results from the test-negative study showed the third vaccine dose mitigated waning of VE, with the risk of symptomatic infection in 3-dose recipients being comparable to that observed 7 to 73 days after the primary vaccine series. These results show that 3-dose vaccine regimens with BNT162b2 or mRNA-1273 are effective at reducing SARS-CoV-2 infection and support the widespread administration of booster vaccine doses.
Outcomes of COVID-19 in Patients With Cancer: A Closer Look at Pre-Emptive Routine Screening Strategies
Xie, Zhuoer , Saliba, Antoine N. , Abeykoon, Jithma P. , Almquist, Daniel , Wiedmeier, Julia E. , Andrade-Gonzalez, Xavier , Hickman, Ashley , Sorenson, K, Rakshit, Sagar, Wee, Christopher Eing , Tella, Sri Harsha , Kommalapati, Anuhya , Abdallah, Nadine , Pritchett, Joshua C. , Uprety, Dipesh , Badley, Andrew D. , Bryce, Alan H. , Gangat, Naseema , Thompson, Carrie A. , Leventakos, Konstantinos , Saliba, Antoine N. , Almquist, Daniel R , Wiedmeier-Nutor, Julia E , Andrade-Gonzalez, Xavier , Hickman, Ashley , Sorenson, Karl, Wee, Christopher , Kommalapati, Anuhya , Pritchett, Joshua , Uprety, Dipesh , Badley, Andrew, Manochakian, Rami , Ailawadhi, Sikander , Bryce, Alan H , Hubbard, Joleen , Thompson, Carrie A , Witzig, T.E. , McWilliams, Robert R , Badley, Andrew D , Xie, Zhuoer , Saliba, Antoine N , Saliba, Antoine N , Majeed, Umair , Bezerra, Evandro D. , Andrade, Mariza de , Manochakian, Rami , Ailawadhi, Sikander , Hubbard, Joleen M. , Witzig, Thomas E. , McWilliams, Robert R. , Hálfdánarson, Þorvarður R.

JCO Oncology Practice | June 14, 2021 | Volume: 17 | Issue: 9 | Pages: e1382-e1393

10.1200/op.21.00177 Get It

PURPOSE: The benefit of routine pre-emptive screening for severe acute respiratory syndrome coronavirus 2 infections in patients with cancer before cancer-directed therapies is unclear. Herein, we characterize the outcomes of a cohort of patients with cancer who were diagnosed with COVID-19 by routine screening (RS) in comparison with those diagnosed on the basis of clinical suspicion or exposure history (nonroutine screening [NRS]). METHODS: A multisite prospective observational study was conducted at three major and five satellite campuses of the Mayo Clinic Cancer Center between March 18 and July 31, 2020. The primary outcome was COVID-19–related hospital admission. Secondary outcomes included intensive care unit admissions and all-cause mortality. RESULTS: Five thousand four hundred fifty-two patients underwent RS in the outpatient setting only, and 44 (0.81%) were diagnosed with COVID-19. RS detected 19 additional patients from the scheduled inpatient admissions for surgical or interventional procedures or inpatient chemotherapy. One hundred sixty-one patients were diagnosed with COVID-19 on the basis of NRS. COVID-19–related hospitalization rate (17.5% v 26.7%; P = .14), intensive care unit admission (1.6% v 5.6%; P = .19), and mortality (4.8% v 3.7%; P = .72) were not significantly different between the RS and NRS groups. In the multivariable analysis, age ≥ 60 years (odds ratio, 4.4; P = .023) and an absolute lymphocyte count ≤ 1.4 × 109/L (odds ratio, 9.2; P = .002) were independent predictors of COVID-19–related hospital admission. CONCLUSION: The COVID-19 positivity rate was low on the basis of RS. Comparing the hospital admission and mortality outcomes with the NRS cohort, there were no significant differences. The value of routine pre-emptive screening of asymptomatic patients with cancer for COVID-19 remains low.
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.