Use of dialysis, tracheostomy, and extracorporeal membrane oxygenation among 240,392 patients hospitalized with COVID-19 in the United States
Burn, E.; Sena, A. G.; Prats-Uribe, A.; Spotnitz, M.; DuVall, S.; Lynch, K. E.; Matheny, M. E.; Nyberg, F.; Ahmed, W.-U.-R.; Alser, O.; Alghoul, H.; Alshammari, T.; Zhang, L.; Casajust, P.; Areia, C.; Shah, K.; Reich, C.; Blacketer, C.; Andryc, A.; Fortin, S.; Natarajan, K.; Gong, M.; Golozar, A.; Morales, D.; Rijnbeek, P.; Subbian, V.; Roel, E.; Recalde, M.; Lane, J. C. E.; Vizcaya, D.; Posada, J. D.; Shah, N. H.; Jonnagaddala, J.; Lai, L. Y. H.; Aviles-Jurado, F. X.; Hripcsak, G.; Suchard, M. A.; Ranzani, O. T.; Ryan, P.; Prieto-Alhambra, D.; Kostka, K.; Duarte-Salles, T.
Show abstract
ObjectiveTo estimate the proportion of patients hospitalized with COVID-19 who undergo dialysis, tracheostomy, and extracorporeal membrane oxygenation (ECMO). DesignA network cohort study. SettingSix databases from the United States containing routinely-collected patient data: HealthVerity, Premier, IQVIA Open Claims, Optum EHR, Optum SES, and VA-OMOP. PatientsPatients hospitalized with a clinical diagnosis or a positive test result for COVID-19. InterventionsDialysis, tracheostomy, and ECMO. Measurements and Main Results240,392 patients hospitalized with COVID-19 were included (22,887 from HealthVerity, 139,971 from IQVIA Open Claims, 29,061 from Optum EHR, 4,336 from OPTUM SES, 36,019 from Premier, and 8,118 from VA-OMOP). Across the six databases, 9,703 (4.04% [95% CI: 3.96% to 4.11%]) patients received dialysis, 1,681 (0.70% [0.67% to 0.73%]) had a tracheostomy, and 398 (0.17% [95% CI: 0.15% to 0.18%]) patients underwent ECMO over the 30 days following hospitalization. Use of ECMO was generally concentrated among patients who were younger, male, and with fewer comorbidities except for obesity. Tracheostomy was used for a similar proportion of patients regardless of age, sex, or comorbidity. While dialysis was used for a similar proportion among younger and older patients, it was more frequent among male patients and among those with chronic kidney disease. ConclusionUse of dialysis among those hospitalized with COVID-19 is high at around 4%. Although less than one percent of patients undergo tracheostomy and ECMO, the absolute numbers of patients who have undergone these interventions is substantial and can be expected to continue grow given the continuing spread of the COVID-19.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Chronic Kidney Disease in Ecuador: An Epidemiological and Health System Analysis of an Emerging Public Health Crisis 94%
- Latin American Registry of renal involvement in COVID-19 disease. The relevance of assessing proteinuria throughout the clinical course 94%
- Fatigue in Incident Peritoneal Dialysis and Mortality: A Real-World Side-by-Side Study in Brazil and the United States 94%
Similar papers in this journal
- Acute Peritoneal Dialysis During the COVID-19 Pandemic at Bellevue Hospital in New York City 93%
- Development and Validation of a Web-based Prediction Model for Acute Kidney Injury after surgery 91%
- Packed Red Blood Cell and Whole Blood Perfusates during an Ex-vivo Normothermic Perfusion for Assessment of High-Risk Donor Kidneys 91%
Similar papers in this journal
- Optimized infection control practices augment the robust protective effect of vaccination for ESRD patients during a hemodialysis facility SARS-CoV-2 outbreak 92%
- Outbreak or pseudo-outbreak? Integrating SARS-CoV-2 sequencing to validate infection control practices in an end stage renal disease facility 90%
- Estimating individual risk of catheter-associated urinary tract infections using explainable artificial intelligence on clinical data 89%
Similar papers in this journal
- Predictors of adverse outcome in patients with suspected COVID-19 managed in a ‘virtual hospital’ setting: a cohort study 92%
- ‘Self-Management Intervention through Lifestyle Education for Kidney health’ (the SMILE-K study): protocol for a single-blind longitudinal randomised control trial with nested pilot study 91%
- Risk factors for severity on admission and the disease progression during hospitalization in a large cohort of COVID-19 patients in Japan 91%
Similar papers in this journal
- SARS-COV-2 antibody prevalence in patients on dialysis in the US in January 2021 93%
- Cost-effectiveness of transplanting older candidates with acceptable quality deceased donor kidneys 91%
- COVID-19 outcomes, risk factors and associations by race: a comprehensive analysis using electronic health records data in Michigan Medicine 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.