Skip to main content
Erschienen in: Wiener klinische Wochenschrift 23-24/2022

07.07.2022 | original article

Association of the novel CROW-65 risk score and mortality in hospitalized kidney transplant recipients with COVID-19

A retrospective observational study

verfasst von: Josipa Domjanović, Andrija Matetic, MD, Darija Baković Kramarić, Tea Domjanović Škopinić, Dijana Borić Škaro, Nikola Delić, Frane Runjić, Ivo Jeličić

Erschienen in: Wiener klinische Wochenschrift | Ausgabe 23-24/2022

Einloggen, um Zugang zu erhalten

Summary

Background

Kidney transplant recipients (KTR) are a group of patients with heterogeneous risks for adverse outcomes with COVID-19, but risk stratification tools in this patient group are lacking.

Methods and participants

This retrospective observational, hypothesis-generating study included 49 hospitalized adult KTR patients with COVID-19 at the University Hospital of Split (August 2020 to October 2021) and evaluated the performance of novel risk score CROW-65 (age, Charlson Comorbidity Index [CCI] lactate dehydrogenase to white blood cell [LDH:WBC] ratio, and respiratory rate oxygenation [ROX index]). The primary outcome of the study was 30-day postdischarge all-cause mortality.

Results

A total of 8 fatal events (16.3%) occurred during the study follow-up. When comparing CROW-65 by survival status, it was significantly increased in patients with fatal event (P < 0.001). Using the Cox proportional hazards regression analysis, the CROW-65 risk score showed statistically significant association with mortality (HR 1.11, 95% CI 1.01–1.23, P = 0.027), while receiving operator characteristics (ROC) showed significant discrimination of all-cause mortality with an AUC of 0.85 (95% CI 0.72–0.94, P < 0.001), and satisfactory calibration (χ2 4.91, P = 0.555 and Harrell’s C 0.835). Finally, survival Kaplan-Meier analysis confirmed significantly higher cumulative incidence of mortality with increasing risk score tertiles and curve separation after 13 days (P = 0.009).

Conclusion

A novel risk score CROW-65 showed significant association with all-cause mortality in KTR yielding important hypothesis-generating findings. Further powered studies should reassess the performance of CROW-65 risk score in this population, including predictability, calibration and discrimination.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Gao YD, Ding M, Dong X, Zhang JJ, Azkur KA, Azkur D, et al. Risk factors for severe and critically ill COVID-19 patients: a review. Allergy. 2021;76(2):428–55.CrossRef Gao YD, Ding M, Dong X, Zhang JJ, Azkur KA, Azkur D, et al. Risk factors for severe and critically ill COVID-19 patients: a review. Allergy. 2021;76(2):428–55.CrossRef
2.
Zurück zum Zitat Williamson EJ, Walker AJ, Bhaskaran K, Bacon S, Bates C, Morton CE, et al. Factors associated with COVID-19-related death using OpenSAFELY. Nature. 2020;584(7821):430–6.CrossRef Williamson EJ, Walker AJ, Bhaskaran K, Bacon S, Bates C, Morton CE, et al. Factors associated with COVID-19-related death using OpenSAFELY. Nature. 2020;584(7821):430–6.CrossRef
3.
Zurück zum Zitat ERA-EDTA Council, ERACODA Working Group. Chronic kidney disease is a key risk factor for severe COVID-19: a call to action by the ERA-EDTA. Nephrol Dial Transplant. 2021;36(1):87–94.CrossRef ERA-EDTA Council, ERACODA Working Group. Chronic kidney disease is a key risk factor for severe COVID-19: a call to action by the ERA-EDTA. Nephrol Dial Transplant. 2021;36(1):87–94.CrossRef
4.
Zurück zum Zitat Clark A, Jit M, Warren-Gash C, Guthrie B, Wang HHX, Mercer SW, et al. Global, regional, and national estimates of the population at increased risk of severe COVID-19 due to underlying health conditions in 2020: a modelling study. Lancet Glob Health. 2020;8(8):e1003–17.CrossRef Clark A, Jit M, Warren-Gash C, Guthrie B, Wang HHX, Mercer SW, et al. Global, regional, and national estimates of the population at increased risk of severe COVID-19 due to underlying health conditions in 2020: a modelling study. Lancet Glob Health. 2020;8(8):e1003–17.CrossRef
5.
Zurück zum Zitat Caillard S, Chavarot N, Francois H, Matignon M, Greze C, Kamar N, et al. Is COVID-19 infection more severe in kidney transplant recipients? Am J Transplant. 2021;21(3):1295–303.CrossRef Caillard S, Chavarot N, Francois H, Matignon M, Greze C, Kamar N, et al. Is COVID-19 infection more severe in kidney transplant recipients? Am J Transplant. 2021;21(3):1295–303.CrossRef
6.
Zurück zum Zitat Raja MA, Mendoza MA, Villavicencio A, Anjan S, Reynolds JM, Kittipibul V, et al. COVID-19 in solid organ transplant recipients: a systematic review and meta-analysis of current literature. Transplant Rev. 2021;35(1):100588.CrossRef Raja MA, Mendoza MA, Villavicencio A, Anjan S, Reynolds JM, Kittipibul V, et al. COVID-19 in solid organ transplant recipients: a systematic review and meta-analysis of current literature. Transplant Rev. 2021;35(1):100588.CrossRef
7.
Zurück zum Zitat Hilbrands LB, Duivenvoorden R, Vart P, Franssen CFM, Hemmelder MH, Jager KJ, et al. COVID-19-related mortality in kidney transplant and dialysis patients: results of the ERACODA collaboration. Nephrol Dial Transplant. 2020;35(11):1973–83.CrossRef Hilbrands LB, Duivenvoorden R, Vart P, Franssen CFM, Hemmelder MH, Jager KJ, et al. COVID-19-related mortality in kidney transplant and dialysis patients: results of the ERACODA collaboration. Nephrol Dial Transplant. 2020;35(11):1973–83.CrossRef
8.
Zurück zum Zitat Mahalingasivam V, Craik A, Tomlinson LA, Ge L, Hou L, Wang Q, et al. A systematic review of COVID-19 and kidney transplantation. Kidney Int. 2021;6(1):24–45. Mahalingasivam V, Craik A, Tomlinson LA, Ge L, Hou L, Wang Q, et al. A systematic review of COVID-19 and kidney transplantation. Kidney Int. 2021;6(1):24–45.
9.
Zurück zum Zitat Abolghasemi S, Mardani M, Sali S, Honarvar N, Baziboroun M. COVID-19 and kidney transplant recipients. Transpl Infect Dis. 2020;31:e13413. Abolghasemi S, Mardani M, Sali S, Honarvar N, Baziboroun M. COVID-19 and kidney transplant recipients. Transpl Infect Dis. 2020;31:e13413.
10.
Zurück zum Zitat Azzi Y, Bartash R, Scalea J, Loarte-Campos P, Akalin E. COVID-19 and solid organ transplantation: a review article. Transplantation. 2021;105(1):37–55.CrossRef Azzi Y, Bartash R, Scalea J, Loarte-Campos P, Akalin E. COVID-19 and solid organ transplantation: a review article. Transplantation. 2021;105(1):37–55.CrossRef
11.
Zurück zum Zitat Jager KJ, Kramer A, Chesnaye NC, Couchoud C, Sánchez-Álvarez JE, Garneata L, et al. Results from the ERA-EDTA Registry indicate a high mortality due to COVID-19 in dialysis patients and kidney transplant recipients across Europe. Kidney Int. 2020;98(6):1540–8.CrossRef Jager KJ, Kramer A, Chesnaye NC, Couchoud C, Sánchez-Álvarez JE, Garneata L, et al. Results from the ERA-EDTA Registry indicate a high mortality due to COVID-19 in dialysis patients and kidney transplant recipients across Europe. Kidney Int. 2020;98(6):1540–8.CrossRef
12.
Zurück zum Zitat Cravedi P, Mothi SS, Azzi Y, Haverly M, Farouk SS, Pérez-Sáez MJ, et al. COVID-19 and kidney transplantation: results from the TANGO International Transplant Consortium. Am J Transplant. 2020;20(11):3140–8.CrossRef Cravedi P, Mothi SS, Azzi Y, Haverly M, Farouk SS, Pérez-Sáez MJ, et al. COVID-19 and kidney transplantation: results from the TANGO International Transplant Consortium. Am J Transplant. 2020;20(11):3140–8.CrossRef
13.
Zurück zum Zitat Blanco-Melo D, Nilsson-Payant BE, Liu WC, Uhl S, Hoagland D, Møller R, et al. Imbalanced host response to SARS-CoV‑2 drives development of COVID-19. Cell. 2020;181(5):1036–1045.e9.CrossRef Blanco-Melo D, Nilsson-Payant BE, Liu WC, Uhl S, Hoagland D, Møller R, et al. Imbalanced host response to SARS-CoV‑2 drives development of COVID-19. Cell. 2020;181(5):1036–1045.e9.CrossRef
14.
Zurück zum Zitat Yilmaz G, Ebru O, Ibrahim B, Ulkem C. Assessment of clinical outcomes in renal transplant recipients with COVID-19. J Med Virol. 2021;93(12):6760–4.CrossRef Yilmaz G, Ebru O, Ibrahim B, Ulkem C. Assessment of clinical outcomes in renal transplant recipients with COVID-19. J Med Virol. 2021;93(12):6760–4.CrossRef
15.
Zurück zum Zitat Vishnevetsky A, Levy M. Rethinking high-risk groups in COVID-19. Mult Scler Relat Disord. 2020;42:102139.CrossRef Vishnevetsky A, Levy M. Rethinking high-risk groups in COVID-19. Mult Scler Relat Disord. 2020;42:102139.CrossRef
16.
Zurück zum Zitat Modelli de Andrade LG, de Sandes-Freitas TV, Requião-Moura LR, Viana LA, Cristelli MP, Garcia VD, et al. Development and validation of a simple web-based tool for early prediction of COVID-19-associated death in kidney transplant recipients. Am J Transplant. 2022;22(2):610–25.CrossRef Modelli de Andrade LG, de Sandes-Freitas TV, Requião-Moura LR, Viana LA, Cristelli MP, Garcia VD, et al. Development and validation of a simple web-based tool for early prediction of COVID-19-associated death in kidney transplant recipients. Am J Transplant. 2022;22(2):610–25.CrossRef
17.
Zurück zum Zitat Kljakovic Gaspic T, Pavicic Ivelja M, Kumric M, Matetic A, Delic N, Vrkic I, et al. In-hospital mortality of COVID-19 patients treated with high-flow nasal oxygen: evaluation of biomarkers and development of the novel risk score model CROW-65. Life. 2021;11(8):735.CrossRef Kljakovic Gaspic T, Pavicic Ivelja M, Kumric M, Matetic A, Delic N, Vrkic I, et al. In-hospital mortality of COVID-19 patients treated with high-flow nasal oxygen: evaluation of biomarkers and development of the novel risk score model CROW-65. Life. 2021;11(8):735.CrossRef
18.
Zurück zum Zitat Levey AS, Inker LA, Coresh J. GFR estimation: from physiology to public health. Am J Kidney Dis. 2014;63(5):820–34.CrossRef Levey AS, Inker LA, Coresh J. GFR estimation: from physiology to public health. Am J Kidney Dis. 2014;63(5):820–34.CrossRef
19.
Zurück zum Zitat Setter NW, Peres ML, de Almeida BMM, Petterle RR, Raboni SM. Charlson comorbidity index scores and in-hospital prognosis of patients with severe acute respiratory infections. Intern Med J. 2020;50(6):691–7.CrossRef Setter NW, Peres ML, de Almeida BMM, Petterle RR, Raboni SM. Charlson comorbidity index scores and in-hospital prognosis of patients with severe acute respiratory infections. Intern Med J. 2020;50(6):691–7.CrossRef
23.
Zurück zum Zitat King J Jr, Yoon JS, Rentsch CT, Tate JP, Park LS, Kidwai-Khan F, et al. Development and validation of a 30-day mortality index based on pre-existing medical administrative data from 13,323 COVID-19 patients: the Veterans Health Administration COVID-19 (VACO) Index. PLoS ONE. 2020;15(11):e241825–11.CrossRef King J Jr, Yoon JS, Rentsch CT, Tate JP, Park LS, Kidwai-Khan F, et al. Development and validation of a 30-day mortality index based on pre-existing medical administrative data from 13,323 COVID-19 patients: the Veterans Health Administration COVID-19 (VACO) Index. PLoS ONE. 2020;15(11):e241825–11.CrossRef
24.
Zurück zum Zitat Knight SR, Ho A, Pius R, Buchan I, Carson G, Drake TM, et al. Risk stratification of patients admitted to hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: development and validation of the 4C Mortality Score. BMJ. 2020;370:m3339.CrossRef Knight SR, Ho A, Pius R, Buchan I, Carson G, Drake TM, et al. Risk stratification of patients admitted to hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: development and validation of the 4C Mortality Score. BMJ. 2020;370:m3339.CrossRef
25.
Zurück zum Zitat Udomkarnjananun S, Kerr SJ, Townamchai N, Susantitaphong P, Tulvatana W, Praditpornsilpa K, et al. Mortality risk factors of COVID-19 infection in kidney transplantation recipients: a systematic review and meta-analysis of cohorts and clinical registries. Sci Rep. 2021;11(1):20073.CrossRef Udomkarnjananun S, Kerr SJ, Townamchai N, Susantitaphong P, Tulvatana W, Praditpornsilpa K, et al. Mortality risk factors of COVID-19 infection in kidney transplantation recipients: a systematic review and meta-analysis of cohorts and clinical registries. Sci Rep. 2021;11(1):20073.CrossRef
26.
Zurück zum Zitat Lemiale V, Dumas G, Demoule A, Pène F, Kouatchet A, Bisbal M, et al. Performance of the ROX index to predict intubation in immunocompromised patients receiving high-flow nasal cannula for acute respiratory failure. Ann Intensive Care. 2021;11:17.CrossRef Lemiale V, Dumas G, Demoule A, Pène F, Kouatchet A, Bisbal M, et al. Performance of the ROX index to predict intubation in immunocompromised patients receiving high-flow nasal cannula for acute respiratory failure. Ann Intensive Care. 2021;11:17.CrossRef
27.
Zurück zum Zitat Vidal-Cevallos P, Higuera-De-La-Tijera F, Chávez-Tapia NC, Sanchez-Giron F, Cerda-Reyes E, Rosales-Salyano VH, et al. Lactate-dehydrogenase associated with mortality in hospitalized patients with COVID-19 in Mexico: a multi-centre retrospective cohort study. Ann Hepatol. 2021;24:100338.CrossRef Vidal-Cevallos P, Higuera-De-La-Tijera F, Chávez-Tapia NC, Sanchez-Giron F, Cerda-Reyes E, Rosales-Salyano VH, et al. Lactate-dehydrogenase associated with mortality in hospitalized patients with COVID-19 in Mexico: a multi-centre retrospective cohort study. Ann Hepatol. 2021;24:100338.CrossRef
Metadaten
Titel
Association of the novel CROW-65 risk score and mortality in hospitalized kidney transplant recipients with COVID-19
A retrospective observational study
verfasst von
Josipa Domjanović
Andrija Matetic, MD
Darija Baković Kramarić
Tea Domjanović Škopinić
Dijana Borić Škaro
Nikola Delić
Frane Runjić
Ivo Jeličić
Publikationsdatum
07.07.2022
Verlag
Springer Vienna
Erschienen in
Wiener klinische Wochenschrift / Ausgabe 23-24/2022
Print ISSN: 0043-5325
Elektronische ISSN: 1613-7671
DOI
https://doi.org/10.1007/s00508-022-02052-9

Weitere Artikel der Ausgabe 23-24/2022

Wiener klinische Wochenschrift 23-24/2022 Zur Ausgabe

editorial

Editorial