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Gajecki D, Doroszko A, Trocha M, Giniewicz K, Kujawa K, Skarupski M, Gawryś J, Matys T, Szahidewicz-Krupska E, Rola P, Stachowska B, Halupczok-Żyła J, Adamik B, Kaliszewski K, Kilis-Pstrusinska K, Letachowicz K, Matera-Witkiewicz A, Pomorski M, Protasiewicz M, Madziarski M, Konikowska K, Remiorz A, Orłowska M, Proc K, Szymala-Pedzik M, Zorawska J, Lindner K, Sokołowski J, Jankowska EA, Madziarska K. Usefulness of the C 2HEST Score in Predicting the Clinical Outcomes of COVID-19 in Diabetic and Non-Diabetic Cohorts. J Clin Med 2022; 11:jcm11030873. [PMID: 35160324 PMCID: PMC8836928 DOI: 10.3390/jcm11030873] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Revised: 02/03/2022] [Accepted: 02/05/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Diabetes mellitus is among the most frequent comorbidities worsening COVID-19 outcome. Nevertheless, there are no data regarding the optimal risk stratification of patients with diabetes and COVID-19. Since individual C2HEST components reflect the comorbidities, we assumed that the score could predict COVID-19 outcomes. MATERIAL AND METHODS A total of 2184 medical records of patients hospitalized for COVID-19 at the medical university center were analyzed, including 473 diabetic patients and 1666 patients without any glucose or metabolic abnormalities. The variables of patients' baseline characteristics were retrieved to calculate the C2HEST score and subsequently the diabetic and non-diabetic subjects were assigned to the following categories: low-, medium- or high-risk. The measured outcomes included: in-hospital mortality; 3-month and 6-month all-cause mortality; non-fatal end of hospitalization (discharged home/sudden-deterioration/rehabilitation) and adverse in-hospital clinical events. RESULTS A total of 194 deaths (41%) were reported in the diabetic cohort, including 115 in-hospital deaths (24.3%). The 3-month and 6-month in-hospital mortality was highest in the high-risk C2HEST stratum. The C2HEST score revealed to be more sensitive in non-diabetic-group. The estimated six-month survival probability for high-risk subjects reached 0.4 in both cohorts whereas for the low-risk group, the six-month survival probability was 0.7 in the diabetic vs. 0.85 in the non-diabetic group-levels which were maintained during whole observation period. In both cohorts, receiver operating characteristics revealed that C2HEST predicts the following: cardiogenic shock; acute heart failure; myocardial injury; and in-hospital acute kidney injury. CONCLUSIONS We demonstrated the usefulness and performance of the C2HEST score in predicting the adverse COVID-19 outcomes in hospitalized diabetic subjects.
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Affiliation(s)
- Damian Gajecki
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Faculty of Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (E.S.-K.)
| | - Adrian Doroszko
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Faculty of Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (E.S.-K.)
- Correspondence:
| | - Małgorzata Trocha
- Department of Pharmacology, Faculty of Medicine, Wroclaw Medical University, Mikulicz-Radecki Street 2, 50-345 Wroclaw, Poland;
| | - Katarzyna Giniewicz
- Statistical Analysis Centre, Wroclaw Medical University, K. Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (K.G.); (K.K.)
| | - Krzysztof Kujawa
- Statistical Analysis Centre, Wroclaw Medical University, K. Marcinkowski Street 2-6, 50-368 Wroclaw, Poland; (K.G.); (K.K.)
| | - Marek Skarupski
- Faculty of Pure and Applied Mathematics, Wroclaw University of Science and Technology, Wybrzeże Wyspiańskiego Street 27, 50-370 Wroclaw, Poland;
| | - Jakub Gawryś
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Faculty of Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (E.S.-K.)
| | - Tomasz Matys
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Faculty of Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (E.S.-K.)
| | - Ewa Szahidewicz-Krupska
- Clinical Department of Internal Medicine, Hypertension and Clinical Oncology, Faculty of Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (D.G.); (J.G.); (T.M.); (E.S.-K.)
| | - Piotr Rola
- Department of Cardiology, Provincial Specialized Hospital, Iwaszkiewicza 5 Street, 59-220 Legnica, Poland;
| | - Barbara Stachowska
- Department of Endocrinology, Diabetes and Isotope Therapy, Faculty of Medicine, Wroclaw Medical University, Ludwik Pasteur 4, 50-367 Wroclaw, Poland; (B.S.); (J.H.-Ż.)
| | - Jowita Halupczok-Żyła
- Department of Endocrinology, Diabetes and Isotope Therapy, Faculty of Medicine, Wroclaw Medical University, Ludwik Pasteur 4, 50-367 Wroclaw, Poland; (B.S.); (J.H.-Ż.)
| | - Barbara Adamik
- Clinical Department of Anaesthesiology and Intensive Therapy, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Krzysztof Kaliszewski
- Department of General, Minimally Invasive and Endocrine Surgery, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Katarzyna Kilis-Pstrusinska
- Clinical Department of Paediatric Nephrology, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Krzysztof Letachowicz
- Clinical Department of Nephrology and Transplantation Medicine, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.L.); or (K.M.)
| | - Agnieszka Matera-Witkiewicz
- Laboratory of Biological Activity Tests and Collection of Biological Material, Wroclaw Medical University, Borowska Street 211A, 50-556 Wroclaw, Poland;
| | - Michał Pomorski
- Clinical Department of Gynecology and Obstetrics, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Marcin Protasiewicz
- Clinical Department and Clinic of Cardiology, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Marcin Madziarski
- Clinical Department of Rheumatology and Internal Medicine, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Klaudia Konikowska
- Department of Dietetics, Wroclaw Medical University, Parkowa Street 34, 51-616 Wroclaw, Poland;
| | - Agata Remiorz
- Clinical Department of Nephrology and Transplantation Medicine, Wroclaw University Hospital, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Maja Orłowska
- Department of Emergency Medicine, Wroclaw University Hospital, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Krzysztof Proc
- Clinical Department of Rheumatology and Internal Medicine, Wroclaw University Hospital, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Małgorzata Szymala-Pedzik
- Clinical Department of Geriatrics, Wroclaw Medical University, Pasteur 4 Street, 50-367 Wroclaw, Poland; (M.S.-P.); (J.Z.); (K.L.)
| | - Joanna Zorawska
- Clinical Department of Geriatrics, Wroclaw Medical University, Pasteur 4 Street, 50-367 Wroclaw, Poland; (M.S.-P.); (J.Z.); (K.L.)
| | - Karolina Lindner
- Clinical Department of Geriatrics, Wroclaw Medical University, Pasteur 4 Street, 50-367 Wroclaw, Poland; (M.S.-P.); (J.Z.); (K.L.)
| | - Janusz Sokołowski
- Department of Emergency Medicine, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
| | - Ewa A. Jankowska
- Institute of Heart Diseases, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland;
- Institute of Heart Diseases, University Hospital in Wroclaw, Borowska Street 213, 50-556 Wroclaw, Poland
| | - Katarzyna Madziarska
- Clinical Department of Nephrology and Transplantation Medicine, Faculty of Medicine, Wroclaw Medical University, Borowska Street 213, 50-556 Wroclaw, Poland; (K.L.); or (K.M.)
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Orda A, Karolko B, Mysiak A, Driessen MMP, Eising JB, Uiterwaal C, Van Der Ent CK, Meijboom FJ, Shang Q, Tam L, Sun J, Sanderson J, Zhang Q, Li E, Yu C, Arroyo Ucar E, De La Rosa Hernandez A, Hernandez Garcia C, Jorge Perez P, Lacalzada Almeida J, Jimenez Rivera J, Duque Garcia A, Barragan Acea A, Laynez Cerdena I, Kaldararova M, Simkova I, Pacak J, Tittel P, Masura J, Tadic M, Ivanovic B, Zlatanovic M, Damjanov N, Maggiolini S, Gentile G, Bozzano A, Suraci S, Meles E, Carbone C, Tempesta A, Malafronte C, Piatti L, Achilli F, Luijendijk P, Stevens A, De Bruin-Bon H, Vriend J, Van Den Brink R, Vliegen H, Mulder B, Bouma B, Chow V, Ng A, Chung T, Kritharides L, Iancu M, Serban M, Craciunescu I, Hodo A, Ghiorghiu I, Popescu B, Ginghina C, Styczynski G, Szmigielski CA, Kaczynska A, Leszczynski J, Rosinski G, Kuch-Wocial A, Slavich M, Ancona M, Fisicaro A, Oppizzi M, Marone E, Bertoglio L, Melissano G, Margonato A, Chiesa R, Agricola E, Zito C, Mohammed M, Cusma-Piccione M, Piluso S, 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Elsheekh N. Poster Session 5: Saturday 10 December 2011, 08:30-12:30 * Location: Poster Area. European Journal of Echocardiography 2011. [DOI: 10.1093/ejechocard/jer218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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