Punkaj Gupta
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Punkaj Gupta has a total of 153 co-authors. Here are the top co-authors by number of shared publications:
Jeffrey M. Gossett
Biostatistics Program, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR, United States; Arkansas Children's Hospital, Little Rock, AR, United States
26 shared publicationsMallikarjuna Rettiganti
Biostatistics Program, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR, United States; Arkansas Children's Hospital, Little Rock, AR, United States
22 shared publicationsMichiaki Imamura
Division of Pediatric Cardiac Surgery, Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
8 shared publicationsPaul M. Seib
Arkansas Children's Hospital, Little Rock, AR, United States
7 shared publicationsRandall C. Wetzel
Virtual Pediatric Systems, LLC, Los Angeles, California
7 shared publicationsTom B. Rice
Virtual Pediatric Systems, LLC, Los Angeles, California
7 shared publications
Latest Publications
- 1 February 2018
- Published by Elsevier in Journal of Critical Care
- Vol. 43, 207-213
Is Magnet® recognition associated with improved outcomes among critically ill children treated at freestanding children's hospitals?
- 1 February 2018
- Published by Elsevier in Journal of Critical Care
- Vol. 43, 207-213
Is Magnet® recognition associated with improved outcomes among critically ill children treated at freestanding children's hospitals?
- 1 February 2018
- Published by Elsevier in Journal of Critical Care
- Vol. 43, 373-374
Response to letter: Is Magnet® recognition associated with improved outcomes among critically ill children treated at freestanding children's hospitals?
- 1 February 2018
- Published by Elsevier in Journal of Critical Care
- Vol. 43, 373-374
Response to letter: Is Magnet® recognition associated with improved outcomes among critically ill children treated at freestanding children's hospitals?
- 1 January 2018
- Published by Elsevier in Seminars in Thoracic and Cardiovascular Surgery
- Vol. 30 (1) , 62-68
An Empirically Derived Pediatric Cardiac Inotrope Score Associated With Pediatric Heart Surgery
- 1 January 2018
- Published by Elsevier in Seminars in Thoracic and Cardiovascular Surgery
- Vol. 30 (1) , 62-68
An Empirically Derived Pediatric Cardiac Inotrope Score Associated With Pediatric Heart Surgery
- Open Access
- 1 January 2018
- Published by Medknow in Annals of Pediatric Cardiology
- Vol. 11 (1) , 48-55
Impact of intensive care unit attending physician training background on outcomes in children undergoing heart operations
Background : The existing training pathways to become a pediatric cardiac intensivist are very variable with physicians coming from varied training backgrounds of pediatric critical care, pediatric cardiology, neonatology, or pediatric anesthesia. Aim : To evaluate the impact of cardiac Intensive Care Unit (ICU) attending physician training background on outcomes in children undergoing heart operations. Setting and Design : Patients in the age group from 1 day to 18 years undergoing heart operation at a Pediatric Health Information System database participating hospital were included (2010–2015). Patients and Methods : Based on the training background of majority of attending physicians in an ICU, the participating ICUs were divided into three groups: critical care medicine (CCM), cardiology, and indeterminate. Statistical Analysis : Multivariable logistic regression models were fitted to evaluate the association of ICU physician training background with study outcomes. Results : A total of 54,935 patients from 42 ICUs were included. Of these, 31,815 patients (58%) were treated in the CCM group (26 ICUs), 19,340 patients (35%) were treated in the cardiology group (12 ICUs), and 3780 patients (7%) were treated in the indeterminate group (4 ICUs). In adjusted models, no specific group based on ICU attending physician training background was associated with lower mortality (CCM vs. cardiology, odds ratio: 0.75, 95% confidence interval: 0.48–1.18), or lower incidence of cardiac arrest, or prolonged hospital length of stay, or prolonged mechanical ventilation. Conclusions : This large observational study did not demonstrate any impact of ICU attending training background on outcomes in children undergoing heart operations.
- 1 January 2018
- Published by Medknow in Annals of Pediatric Cardiology
- Vol. 11 (1) , 48-55
Open AccessImpact of intensive care unit attending physician training background on outcomes in children undergoing heart operations
Background : The existing training pathways to become a pediatric cardiac intensivist are very variable with physicians coming from varied training backgrounds of pediatric critical care, pediatric cardiology, neonatology, or pediatric anesthesia. Aim : To evaluate the impact of cardiac Intensive Care Unit (ICU) attending physician training background on outcomes in children undergoing heart operations. Setting and Design : Patients in the age group from 1 day to 18 years undergoing heart operation at a Pediatric Health Information System database participating hospital were included (2010–2015). Patients and Methods : Based on the training background of majority of attending physicians in an ICU, the participating ICUs were divided into three groups: critical care medicine (CCM), cardiology, and indeterminate. Statistical Analysis : Multivariable logistic regression models were fitted to evaluate the association of ICU physician training background with study outcomes. Results : A total of 54,935 patients from 42 ICUs were included. Of these, 31,815 patients (58%) were treated in the CCM group (26 ICUs), 19,340 patients (35%) were treated in the cardiology group (12 ICUs), and 3780 patients (7%) were treated in the indeterminate group (4 ICUs). In adjusted models, no specific group based on ICU attending physician training background was associated with lower mortality (CCM vs. cardiology, odds ratio: 0.75, 95% confidence interval: 0.48–1.18), or lower incidence of cardiac arrest, or prolonged hospital length of stay, or prolonged mechanical ventilation. Conclusions : This large observational study did not demonstrate any impact of ICU attending training background on outcomes in children undergoing heart operations.
- 1 December 2017
- Published by Elsevier in The Journal of Thoracic and Cardiovascular Surgery
- Vol. 154 (6) , 2030-2037.e2
A prognostic tool to predict outcomes in children undergoing the Norwood operation
- 1 December 2017
- Published by Elsevier in The Journal of Thoracic and Cardiovascular Surgery
- Vol. 154 (6) , 2030-2037.e2
A prognostic tool to predict outcomes in children undergoing the Norwood operation
- 29 August 2017
- Published by SAGE Publications in Journal of Intensive Care Medicine
- Vol. 34 (11-12) , 917-923
Spectrum of Off-Label Nitric Oxide Utilization After Pediatric Cardiac Surgery Among Centers of Varying Surgical Volume
Objective: Nitric oxide is utilized after pediatric cardiac surgery as an off-label medication without much evidence, is expensive, and varies among centers of varying surgical volume. The objective of our study was to describe the spectrum of nitric oxide utilization and to evaluate the effect of nitric oxide utilization on outcomes among patients cared for in centers of varying surgical volume using Pediatric Health Information system. Methods: Patients aged ≤18 years undergoing heart surgery were included (2004-2015). Multivariable mixed-effects logistic regression models were fitted to evaluate association of center volume with odds of nitric oxide utilization among patients undergoing heart operations. Centers were classified into 3 volume categories based on tertiles of number of cardiopulmonary bypass cases performed (low volume: 34 792 patients, 21 centers; medium volume: 38 362 patients, 13 centers; high volume: 30 560 patients, 7 centers). Results: A total of 103 714 patients from 41 hospitals were included. Of these, 15 708 (15.1%) patients received nitric oxide after cardiac surgery. Of the patients receiving nitric oxide, only 3936 (25.1%) patients were associated with a diagnosis of pulmonary hypertension. In adjusted models, low- and medium-volume centers were associated with higher nitric oxide utilization after heart operations as compared to high-volume centers (low vs high, odds ratio [OR]: 1.48, 95% confidence interval [CI]: 1.38-1.60; medium vs high, OR: 1.33, 95% CI: 1.26-1.41). Despite higher nitric oxide utilization, the mortality was worse among patients treated in low- and medium-volume centers, as compared to high-volume centers (low vs high, OR: 1.42, 95% CI: 1.26-1.60; medium vs high, OR: 1.14, 95% CI: 1.04-1.25). Conclusions: This study demonstrates variation in nitric oxide utilization after heart operations among centers of varying surgical volume. Further, it raises questions on the benefit of nitric oxide administration after pediatric cardiac surgery.
- 29 August 2017
- Published by SAGE Publications in Journal of Intensive Care Medicine
- Vol. 34 (11-12) , 917-923
Spectrum of Off-Label Nitric Oxide Utilization After Pediatric Cardiac Surgery Among Centers of Varying Surgical Volume
Objective: Nitric oxide is utilized after pediatric cardiac surgery as an off-label medication without much evidence, is expensive, and varies among centers of varying surgical volume. The objective of our study was to describe the spectrum of nitric oxide utilization and to evaluate the effect of nitric oxide utilization on outcomes among patients cared for in centers of varying surgical volume using Pediatric Health Information system. Methods: Patients aged ≤18 years undergoing heart surgery were included (2004-2015). Multivariable mixed-effects logistic regression models were fitted to evaluate association of center volume with odds of nitric oxide utilization among patients undergoing heart operations. Centers were classified into 3 volume categories based on tertiles of number of cardiopulmonary bypass cases performed (low volume: 34 792 patients, 21 centers; medium volume: 38 362 patients, 13 centers; high volume: 30 560 patients, 7 centers). Results: A total of 103 714 patients from 41 hospitals were included. Of these, 15 708 (15.1%) patients received nitric oxide after cardiac surgery. Of the patients receiving nitric oxide, only 3936 (25.1%) patients were associated with a diagnosis of pulmonary hypertension. In adjusted models, low- and medium-volume centers were associated with higher nitric oxide utilization after heart operations as compared to high-volume centers (low vs high, odds ratio [OR]: 1.48, 95% confidence interval [CI]: 1.38-1.60; medium vs high, OR: 1.33, 95% CI: 1.26-1.41). Despite higher nitric oxide utilization, the mortality was worse among patients treated in low- and medium-volume centers, as compared to high-volume centers (low vs high, OR: 1.42, 95% CI: 1.26-1.60; medium vs high, OR: 1.14, 95% CI: 1.04-1.25). Conclusions: This study demonstrates variation in nitric oxide utilization after heart operations among centers of varying surgical volume. Further, it raises questions on the benefit of nitric oxide administration after pediatric cardiac surgery.
- 11 July 2017
- Published by SAGE Publications in World Journal for Pediatric and Congenital Heart Surgery
- Vol. 8 (4) , 427-434
Performance of Pediatric Risk of Mortality Score Among Critically Ill Children With Heart Disease
Objective: To evaluate the performance of the Pediatric Risk of Mortality 3 (PRISM-3) score in critically ill children with heart disease. Methods: Patients <18 years of age admitted with cardiac diagnoses (cardiac medical and cardiac surgical) to one of the participating pediatric intensive care units in the Virtual Pediatric Systems, LLC, database were included. Performance of PRISM-3 was evaluated with discrimination and calibration measures among both cardiac surgical and cardiac medical patients. Results: The study population consisted of 87,993 patients, of which 49% were cardiac medical patients (n = 43,545) and 51% were cardiac surgical patients (n = 44,448). The ability of PRISM-3 to distinguish survivors from nonsurvivors was acceptable for the entire cohort (c-statistic 0.86). However, PRISM-3 did not perform as well when stratified by varied severity of illness categories. Pediatric Risk of Mortality 3 underpredicted mortality among patients with lower severity of illness categories (quintiles 1-4) whereas it overpredicted mortality among patients with greatest severity of illness category (fifth quintile). When stratified by Society of Thoracic Surgeons–European Association for Cardiothoracic Surgery (STS-EACTS) categories, PRISM-3 overpredicted mortality among the STS-EACTS mortality categories 1, 2, and 3 and underpredicted mortality among the STS-EACTS mortality categories 4 and 5. Pediatric Risk of Mortality 3 overpredicted mortality among centers with high cardiac surgery volume whereas it underpredicted mortality among centers with low cardiac surgery volume. Conclusion: Data from this large multicenter study do not support the use of PRISM-3 in cardiac surgical or cardiac medical patients. In this study, the ability of PRISM-3 to distinguish survivors from nonsurvivors was fair at best, and the accuracy with which it predicted death was poor.
- 11 July 2017
- Published by SAGE Publications in World Journal for Pediatric and Congenital Heart Surgery
- Vol. 8 (4) , 427-434
Performance of Pediatric Risk of Mortality Score Among Critically Ill Children With Heart Disease
Objective: To evaluate the performance of the Pediatric Risk of Mortality 3 (PRISM-3) score in critically ill children with heart disease. Methods: Patients <18 years of age admitted with cardiac diagnoses (cardiac medical and cardiac surgical) to one of the participating pediatric intensive care units in the Virtual Pediatric Systems, LLC, database were included. Performance of PRISM-3 was evaluated with discrimination and calibration measures among both cardiac surgical and cardiac medical patients. Results: The study population consisted of 87,993 patients, of which 49% were cardiac medical patients (n = 43,545) and 51% were cardiac surgical patients (n = 44,448). The ability of PRISM-3 to distinguish survivors from nonsurvivors was acceptable for the entire cohort (c-statistic 0.86). However, PRISM-3 did not perform as well when stratified by varied severity of illness categories. Pediatric Risk of Mortality 3 underpredicted mortality among patients with lower severity of illness categories (quintiles 1-4) whereas it overpredicted mortality among patients with greatest severity of illness category (fifth quintile). When stratified by Society of Thoracic Surgeons–European Association for Cardiothoracic Surgery (STS-EACTS) categories, PRISM-3 overpredicted mortality among the STS-EACTS mortality categories 1, 2, and 3 and underpredicted mortality among the STS-EACTS mortality categories 4 and 5. Pediatric Risk of Mortality 3 overpredicted mortality among centers with high cardiac surgery volume whereas it underpredicted mortality among centers with low cardiac surgery volume. Conclusion: Data from this large multicenter study do not support the use of PRISM-3 in cardiac surgical or cardiac medical patients. In this study, the ability of PRISM-3 to distinguish survivors from nonsurvivors was fair at best, and the accuracy with which it predicted death was poor.
- 1 June 2017
- Published by Wiley in Acta Anaesthesiologica Scandinavica
- Vol. 61 (7) , 722-729
Factors associated with early extubation after superior cavopulmonary connection: analysis from single ventricle reconstruction trial
Background: To evaluate the landscape of early extubation, and identify factors associated with early extubation (≤ 24 h) after superior cavopulmonary connection (stage 2 operation) among children with single ventricle anatomy.Methods: Patients undergoing stage 2 operation after Norwood operation from the Pediatric Heart Network Single Ventricle Reconstruction (SVR) trial public‐use dataset were included. Elastic net regularized logistic regression models were fitted to evaluate the factors associated with early extubation after stage 2 operation.Results: In total, 390 patients from 15 North American centers qualified for inclusion. Of these, 42 patients (10.8%) were extubated in operating room, 151 patients (38.7%) were extubated outside the operating room within the first 24 h after stage 2 operation, and the remaining 197 patients (50.5%) required mechanical ventilation for > 24 h. In adjusted models, factors associated with early extubation after stage 2 operation were elective timing of stage 2 operation, lower incidence of post‐Norwood complications, shorter CPB duration for stage 2 operation, and no cardiac catheterization after Stage 2 operation. We also performed multiple other alternative analyses to identify factors associated with early extubation that demonstrated same associations as the primary model. The mean hospital length of stay after Stage 2 operation was 20% shorter among patients with early extubation.Conclusions: Data from this large multicenter study demonstrate that approximately one‐half of the patients undergoing operation for superior cavopulmonary connection are extubated within 24 h after heart operation. Furthermore, early extubation is associated with shorter hospital length of stay.
- 1 June 2017
- Published by Wiley in Acta Anaesthesiologica Scandinavica
- Vol. 61 (7) , 722-729
Factors associated with early extubation after superior cavopulmonary connection: analysis from single ventricle reconstruction trial
Background: To evaluate the landscape of early extubation, and identify factors associated with early extubation (≤ 24 h) after superior cavopulmonary connection (stage 2 operation) among children with single ventricle anatomy.Methods: Patients undergoing stage 2 operation after Norwood operation from the Pediatric Heart Network Single Ventricle Reconstruction (SVR) trial public‐use dataset were included. Elastic net regularized logistic regression models were fitted to evaluate the factors associated with early extubation after stage 2 operation.Results: In total, 390 patients from 15 North American centers qualified for inclusion. Of these, 42 patients (10.8%) were extubated in operating room, 151 patients (38.7%) were extubated outside the operating room within the first 24 h after stage 2 operation, and the remaining 197 patients (50.5%) required mechanical ventilation for > 24 h. In adjusted models, factors associated with early extubation after stage 2 operation were elective timing of stage 2 operation, lower incidence of post‐Norwood complications, shorter CPB duration for stage 2 operation, and no cardiac catheterization after Stage 2 operation. We also performed multiple other alternative analyses to identify factors associated with early extubation that demonstrated same associations as the primary model. The mean hospital length of stay after Stage 2 operation was 20% shorter among patients with early extubation.Conclusions: Data from this large multicenter study demonstrate that approximately one‐half of the patients undergoing operation for superior cavopulmonary connection are extubated within 24 h after heart operation. Furthermore, early extubation is associated with shorter hospital length of stay.
- 1 June 2017
- Published by Edizioni Minerva Medica in Minerva Anestesiologica
- Vol. 83 (6) , 574-581
Epidemiology and outcomes of cardiac arrest among children with Down Syndrome: a multicenter analysis
Article: Epidemiology and outcomes of cardiac arrest among children with Down Syndrome: a multicenter analysis - Minerva Anestesiologica 2017 June;83(6):574-81 - Minerva Medica - Journals
- 1 June 2017
- Published by Edizioni Minerva Medica in Minerva Anestesiologica
- Vol. 83 (6) , 574-581
Epidemiology and outcomes of cardiac arrest among children with Down Syndrome: a multicenter analysis
Article: Epidemiology and outcomes of cardiac arrest among children with Down Syndrome: a multicenter analysis - Minerva Anestesiologica 2017 June;83(6):574-81 - Minerva Medica - Journals
- 1 February 2017
- Published by Elsevier in The Journal of Thoracic and Cardiovascular Surgery
- Vol. 153 (2) , 450-458.e1
Characterizing cardiac arrest in children undergoing cardiac surgery: A single-center study
- 1 February 2017
- Published by Elsevier in The Journal of Thoracic and Cardiovascular Surgery
- Vol. 153 (2) , 450-458.e1
Characterizing cardiac arrest in children undergoing cardiac surgery: A single-center study