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Osmanodja B, Stegbauer J, Kantauskaite M, Rump LC, Heinzel A, Reindl-Schwaighofer R, Oberbauer R, Benotmane I, Caillard S, Masset C, Kerleau C, Blancho G, Budde K, Grunow F, Mikhailov M, Schrezenmeier E, Ronicke S. Development and validation of multivariable prediction models of serological response to SARS-CoV-2 vaccination in kidney transplant recipients. Front Immunol 2022; 13:997343. [PMID: 36268021 PMCID: PMC9576943 DOI: 10.3389/fimmu.2022.997343] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/20/2022] [Indexed: 12/05/2022] Open
Abstract
Repeated vaccination against SARS-CoV-2 increases serological response in kidney transplant recipients (KTR) with high interindividual variability. No decision support tool exists to predict SARS-CoV-2 vaccination response to third or fourth vaccination in KTR. We developed, internally and externally validated five different multivariable prediction models of serological response after the third and fourth vaccine dose against SARS-CoV-2 in previously seronegative, COVID-19-naïve KTR. Using 20 candidate predictor variables, we applied statistical and machine learning approaches including logistic regression (LR), least absolute shrinkage and selection operator (LASSO)-regularized LR, random forest, and gradient boosted regression trees. For development and internal validation, data from 590 vaccinations were used. External validation was performed in four independent, international validation cohorts comprising 191, 184, 254, and 323 vaccinations, respectively. LASSO-regularized LR performed on the whole development dataset yielded a 20- and 10-variable model, respectively. External validation showed AUC-ROC of 0.840, 0.741, 0.816, and 0.783 for the sparser 10-variable model, yielding an overall performance 0.812. A 10-variable LASSO-regularized LR model predicts vaccination response in KTR with good overall accuracy. Implemented as an online tool, it can guide decisions whether to modulate immunosuppressive therapy before additional active vaccination, or to perform passive immunization to improve protection against COVID-19 in previously seronegative, COVID-19-naïve KTR.
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Affiliation(s)
- Bilgin Osmanodja
- Department of Nephrology and Medical Intensive Care, Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- *Correspondence: Bilgin Osmanodja,
| | - Johannes Stegbauer
- Department of Nephrology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Marta Kantauskaite
- Department of Nephrology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Lars Christian Rump
- Department of Nephrology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-University, Düsseldorf, Germany
| | - Andreas Heinzel
- Division of Nephrology and Dialysis, Department of Internal Medicine III, Medical University Vienna, Vienna, Austria
| | - Roman Reindl-Schwaighofer
- Division of Nephrology and Dialysis, Department of Internal Medicine III, Medical University Vienna, Vienna, Austria
| | - Rainer Oberbauer
- Division of Nephrology and Dialysis, Department of Internal Medicine III, Medical University Vienna, Vienna, Austria
| | - Ilies Benotmane
- Department of Nephrology and Transplantation, University Hospitals of Strasbourg, INSERM Unit 1109, Strasbourg, France
| | - Sophie Caillard
- Department of Nephrology and Transplantation, University Hospitals of Strasbourg, INSERM Unit 1109, Strasbourg, France
| | - Christophe Masset
- Institut de Transplantation Urologie Néphrologie, Centre Hospitalier Universitaire de Nantes, Centre de Recherche en Transplantation et Immunologie, UMR 1064, INSERM, Nantes Université, Nantes, France
| | - Clarisse Kerleau
- Institut de Transplantation Urologie Néphrologie, Centre Hospitalier Universitaire de Nantes, Centre de Recherche en Transplantation et Immunologie, UMR 1064, INSERM, Nantes Université, Nantes, France
| | - Gilles Blancho
- Institut de Transplantation Urologie Néphrologie, Centre Hospitalier Universitaire de Nantes, Centre de Recherche en Transplantation et Immunologie, UMR 1064, INSERM, Nantes Université, Nantes, France
| | - Klemens Budde
- Department of Nephrology and Medical Intensive Care, Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Fritz Grunow
- Department of Nephrology and Medical Intensive Care, Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Michael Mikhailov
- Department of Nephrology and Medical Intensive Care, Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Eva Schrezenmeier
- Department of Nephrology and Medical Intensive Care, Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
| | - Simon Ronicke
- Department of Nephrology and Medical Intensive Care, Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
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Ronicke S, Osmanodja B, Budde K, Jens A, Hammett C, Koch N, Zukunft B, Bachmann F, Choi M, Weber U, Eberspächer B, Hofmann J, Grunow F, Mikhailov M, Halleck F, Schrezenmeier E. Declining Course of Humoral Immune Response in Initially Responding Kidney Transplant Recipients after Repeated SARS-CoV-2 Vaccination. J Clin Med 2022; 11:jcm11123291. [PMID: 35743365 PMCID: PMC9224612 DOI: 10.3390/jcm11123291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 05/01/2022] [Revised: 06/01/2022] [Accepted: 06/06/2022] [Indexed: 02/06/2023] Open
Abstract
The immunogenicity of SARS-CoV-2 vaccines in kidney transplant recipients is limited, resulting in inadequately low serological response rates and low immunoglobulin (Ig) levels, correlating with reduced protection against death and hospitalization from COVID-19. We retrospectively examined the time course of anti-SARS-CoV-2 Ig antibody levels after up to five repeated vaccinations in 644 previously nonresponding kidney transplant recipients. Using anti SARS-CoV-2 IgG/IgA ELISA and the total Ig ECLIA assays, we compared antibody levels at 1 month with levels at 2 and 4 months, respectively. Additionally, we correlated the measurements of the used assays. Between 1 and 2 months, and between 1 and 4 months, mean anti-SARS-CoV-2 Ig levels in responders decreased by 14% and 25%, respectively, depending on the assay. Absolute Ig values and time course of antibody levels showed high interindividual variability. Ig levels decreased by at least 20% in 77 of 148 paired samples with loss of sufficient serological protection over time occurring in 18 out of 148 (12.2%). IgG ELISA and total Ig ECLIA assays showed a strong positive correlation (Kendall’s tau = 0.78), yet the two assays determined divergent results in 99 of 751 (13.2%) measurements. IgG and IgA assays showed overall strong correlation but divergent results in 270 of 1.173 (23.0%) cases and only weak correlation of antibody levels in positive samples. Large interindividual variability and significant loss of serological response after 4 months supports repeated serological sampling and consideration of shorter vaccination intervals in kidney transplant recipients.
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Affiliation(s)
- Simon Ronicke
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
- Correspondence:
| | - Bilgin Osmanodja
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Klemens Budde
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Annika Jens
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Charlotte Hammett
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Nadine Koch
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Bianca Zukunft
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Friederike Bachmann
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Mira Choi
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Ulrike Weber
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | | | - Jörg Hofmann
- Labor Berlin—Charité Vivantes GmbH, 13353 Berlin, Germany; (B.E.); (J.H.)
| | - Fritz Grunow
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Michael Mikhailov
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Fabian Halleck
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
| | - Eva Schrezenmeier
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany; (B.O.); (K.B.); (A.J.); (C.H.); (N.K.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (F.H.); (E.S.)
- Berlin Institute of Health, Charité—Universitätsmedizin Berlin, BIH Academy, 10117 Berlin, Germany
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Osmanodja B, Ronicke S, Budde K, Jens A, Hammett C, Koch N, Seelow E, Waiser J, Zukunft B, Bachmann F, Choi M, Weber U, Eberspächer B, Hofmann J, Grunow F, Mikhailov M, Liefeldt L, Eckardt KU, Halleck F, Schrezenmeier E. Serological Response to Three, Four and Five Doses of SARS-CoV-2 Vaccine in Kidney Transplant Recipients. J Clin Med 2022; 11:jcm11092565. [PMID: 35566691 PMCID: PMC9105533 DOI: 10.3390/jcm11092565] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [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: 04/09/2022] [Revised: 04/27/2022] [Accepted: 05/02/2022] [Indexed: 02/04/2023] Open
Abstract
Mortality from COVID-19 among kidney transplant recipients (KTR) is high, and their response to three vaccinations against SARS-CoV-2 is strongly impaired. We retrospectively analyzed the serological response of up to five doses of the SARS-CoV-2 vaccine in KTR from 27 December 2020 until 31 December 2021. Particularly, the influence of the different dose adjustment regimens for mycophenolic acid (MPA) on serological response to fourth vaccination was analyzed. In total, 4277 vaccinations against SARS-CoV-2 in 1478 patients were analyzed. Serological response was 19.5% after 1203 basic immunizations, and increased to 29.4%, 55.6%, and 57.5% in response to 603 third, 250 fourth, and 40 fifth vaccinations, resulting in a cumulative response rate of 88.7%. In patients with calcineurin inhibitor and MPA maintenance immunosuppression, pausing MPA and adding 5 mg prednisolone equivalent before the fourth vaccination increased the serological response rate to 75% in comparison to the no dose adjustment (52%) or dose reduction (46%). Belatacept-treated patients had a response rate of 8.7% (4/46) after three vaccinations and 12.5% (3/25) after four vaccinations. Except for belatacept-treated patients, repeated SARS-CoV-2 vaccination of up to five times effectively induces serological response in kidney transplant recipients. It can be enhanced by pausing MPA at the time of vaccination.
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Affiliation(s)
- Bilgin Osmanodja
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
- Correspondence: ; Tel.: +49-30-450-614-368
| | - Simon Ronicke
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Klemens Budde
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Annika Jens
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Charlotte Hammett
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Nadine Koch
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Evelyn Seelow
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Johannes Waiser
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Bianca Zukunft
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Friederike Bachmann
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Mira Choi
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Ulrike Weber
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | | | - Jörg Hofmann
- Labor Berlin—Charité Vivantes GmbH, 13353 Berlin, Germany; (B.E.); (J.H.)
| | - Fritz Grunow
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Michael Mikhailov
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Lutz Liefeldt
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Kai-Uwe Eckardt
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Fabian Halleck
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
| | - Eva Schrezenmeier
- Department of Nephrology and Medical Intensive Care, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (S.R.); (K.B.); (A.J.); (C.H.); (N.K.); (E.S.); (J.W.); (B.Z.); (F.B.); (M.C.); (U.W.); (F.G.); (M.M.); (L.L.); (K.-U.E.); (F.H.); (E.S.)
- Berlin Institute of Health, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
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