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1. Investigation of the High Dynamic Wood Processing Regarding Tool Imbalance and Surface-Quality

Author

Duntschew, Jonas, Stehle, Thomas, Möhring, Hans-Christian, Behrens, Bernd-Arno, Series Editor, Grzesik, Wit, Series Editor, Ihlenfeldt, Steffen, Series Editor, Kara, Sami, Series Editor, Ong, Soh-Khim, Series Editor, Tomiyama, Tetsuo, Series Editor, Williams, David, Series Editor, Bauernhansl, Thomas, editor, Verl, Alexander, editor, Liewald, Mathias, editor, and Möhring, Hans-Christian, editor

Published
2024
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2. Which is the best glomerular filtration marker: Creatinine, cystatin C or both?

Author

Stehlé, Thomas and Delanaye, Pierre

Subjects
*CYSTATIN C, *GLOMERULAR filtration rate, *KIDNEY physiology, *CHRONIC kidney failure, *CONSORTIA
Abstract

Background: The glomerular filtration rate (GFR) is estimated by the serum or plasma concentration of creatinine and/or cystatin C using equations that include demographic data. The equations worldwide most widely used are those of the Chronic Kidney Disease Epidemiology Collaboration (CKD‐EPI) consortium and updated in 2021 to remove the Afro‐American racial correction factor. In 2021 and then in 2023, the European Kidney Function Consortium also developed equations based on creatinine and cystatin C, usable across the full age spectrum, and constructed by including the Q value (i.e. the median creatinine or cystatin C in healthy men and women, which is customizable for specific populations). Methods: The aim of this narrative review is to examine the strengths and weaknesses of each biomarker. Results: Both biomarkers have non‐GFR determinants, namely muscle mass, protein intake and tubular secretion for creatinine; dysthyroidism and systemic corticosteroids for cystatin C, as well as other more debated determinants (diabetes, obesity, proteinuria, inflammatory syndrome). These non‐GFR determinants are the reason why no equation based on a single endogenous biomarker has an accuracy within 30% greater than 90% over the entire age spectrum (in at least one patient in 10, estimated GFR is at least 30% higher or at least 30% lower than the measured GFR). Conclusion: Equations combining the two biomarkers provide a better estimate of GFR, particularly in the subgroup of patients whose estimates based on each of the biomarkers are highly discordant. These patients must also be identified as being at increased risk of morbidity, particularly cardiovascular, and mortality. [ABSTRACT FROM AUTHOR]

Published
2024
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8. Diagnostic standard: assessing glomerular filtration rate.

Author

Delanaye, Pierre, Pottel, Hans, Cavalier, Etienne, Flamant, Martin, Stehlé, Thomas, and Mariat, Christophe

Subjects
GLOMERULAR filtration rate, CYSTATIN C, QUALITY factor, CHRONIC kidney failure, KIDNEY physiology
Abstract

Creatinine-based estimated glomerular filtration rate (eGFR) is imprecise at individual level, due to non-GFR-related serum creatinine determinants, including atypical muscle mass. Cystatin C has the advantage of being independent of muscle mass, a feature that led to the development of race- and sex-free equations. Yet, cystatin C–based equations do not perform better than creatinine-based equations for estimating GFR unless both variables are included together. The new race-free Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation had slight opposite biases between Black and non-Black subjects in the USA, but has poorer performance than that the previous version in European populations. The European Kidney Function Consortium (EKFC) equation developed in 2021 can be used in both children and adults, is more accurate in young and old adults, and is applicable to non-white European populations, by rescaling the Q factor, i.e. population median creatinine, in a potentially universal way. A sex- and race-free cystatin C–based EKFC, with the same mathematical design, has also be defined. New developments in the field of GFR estimation would be standardization of cystatin C assays, development of creatinine-based eGFR equations that incorporate muscle mass data, implementation of new endogenous biomarkers and the use of artificial intelligence. Standardization of different GFR measurement methods would also be a future challenge, as well as new technologies for measuring GFR. Future research is also needed into discrepancies between cystatin C and creatinine, which is associated with high risk of adverse events: we need to standardize the definition of discrepancy and understand its determinants. [ABSTRACT FROM AUTHOR]

Published
2024
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9. Kidney biopsy for the diagnosis and treatment of kidney diseases* - Recommendations from the French speaking Society of Nephrology (SFNDT) and French National Authority for Health (HAS) 2022

Author

de Laforcade, Louis, primary, Bobots, Mickaël, additional, Boffa, Jean-Jacques, additional, Bovy, Christophe, additional, Cartery, Claire, additional, Chauveau, Dominique, additional, Gueutin, Victor, additional, Isnard-Bagnis, Corinne, additional, Jourde Chiche, Noémie, additional, Karras, Alexandre, additional, Meftah, Aimèle, additional, Müller, Clotilde, additional, Sié, Pierre, additional, Stehlé, Thomas, additional, Vrigneaud, Laurence, additional, Vuiblet, Vincent, additional, and Guerrot, Dominique, additional

Published
2024
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10. Deep Learning-Based Boundary Detection for Model-Based Segmentation with Application to MR Prostate Segmentation

Author

Brosch, Tom, Peters, Jochen, Groth, Alexandra, Stehle, Thomas, Weese, Jürgen, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Frangi, Alejandro F., editor, Schnabel, Julia A., editor, Davatzikos, Christos, editor, Alberola-López, Carlos, editor, and Fichtinger, Gabor, editor

Published
2018
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12. Glomerular Filtration Rate Measured Based on Iomeprol Clearance Assessed at CT Urography in Living Kidney Donor Candidates

Author

Stehlé, Thomas, primary, Wei, Félix, additional, Brabant, Séverine, additional, Luciani, Alain, additional, Grimbert, Philippe, additional, Prié, Dominique, additional, Reizine, Edouard, additional, Durrbach, Antoine, additional, Mulé, Sébastien, additional, Hulin, Anne, additional, Boueilh, Anna, additional, Blain, Maxime, additional, Champy, Cécile-Maud, additional, Ingels, Alexandre, additional, Matignon, Marie, additional, Brasseur, Paul, additional, Canouï-Poitrine, Florence, additional, and Pigneur, Frédéric, additional

Published
2023
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20. Analysis of Mitral Valve Motion in 4D Transesophageal Echocardiography for Transcatheter Aortic Valve Implantation

Author

Weber, Frank M., Stehle, Thomas, Waechter-Stehle, Irina, Götz, Michael, Peters, Jochen, Mollus, Sabine, Balzer, Jan, Kelm, Malte, Weese, Juergen, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Camara, Oscar, editor, Mansi, Tommaso, editor, Pop, Mihaela, editor, Rhode, Kawal, editor, Sermesant, Maxime, editor, and Young, Alistair, editor

Published
2015
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24. Performance of creatinine-based equations to estimate glomerular filtration rate in White and Black populations in Europe, Brazil, and Africa

Author

Delanaye, Pierre, Vidal-Petiot, Emmanuelle, Björk, Jonas, Ebert, Natalie, Eriksen, Björn O., Dubourg, Laurence, Grubb, Anders, Hansson, Magnus, Littmann, Karin, Mariat, Christophe, Melsom, Toralf, Schaeffner, Elke, Sundin, Per-Ola, Bökenkamp, Arend, Berg, Ulla B., Åsling-Monemi, Kajsa, Åkesson, Anna, Larsson, Anders, Cavalier, Etienne, Dalton, R. Neil, Courbebaisse, Marie, Couzi, Lionel, Gaillard, Francois, Garrouste, Cyril, Jacquemont, Lola, Kamar, Nassim, Legendre, Christophe, Rostaing, Lionel, Stehlé, Thomas, Haymann, Jean-Philippe, da Silva Selistre, Luciano, Strogoff-de-Matos, Jorge P., Bukabau, Justine B., Sumaili, Ernest K., Yayo, Eric, Monnet, Dagui, Nyman, Ulf, Pottel, Hans, Flamant, Martin, Delanaye, Pierre, Vidal-Petiot, Emmanuelle, Björk, Jonas, Ebert, Natalie, Eriksen, Björn O., Dubourg, Laurence, Grubb, Anders, Hansson, Magnus, Littmann, Karin, Mariat, Christophe, Melsom, Toralf, Schaeffner, Elke, Sundin, Per-Ola, Bökenkamp, Arend, Berg, Ulla B., Åsling-Monemi, Kajsa, Åkesson, Anna, Larsson, Anders, Cavalier, Etienne, Dalton, R. Neil, Courbebaisse, Marie, Couzi, Lionel, Gaillard, Francois, Garrouste, Cyril, Jacquemont, Lola, Kamar, Nassim, Legendre, Christophe, Rostaing, Lionel, Stehlé, Thomas, Haymann, Jean-Philippe, da Silva Selistre, Luciano, Strogoff-de-Matos, Jorge P., Bukabau, Justine B., Sumaili, Ernest K., Yayo, Eric, Monnet, Dagui, Nyman, Ulf, Pottel, Hans, and Flamant, Martin

Abstract

BACKGROUND: A new Chronic Kidney Disease Epidemiology equation without race variable has been recently proposed (CKD-EPIAS). This equation has neither been validated outside USA nor compared to the new European Kidney Function Consortium (EKFC) and Lund-Malmö Revised (LMREV) equations, developed in European cohorts. METHODS: Standardized creatinine and measured glomerular filtration rate (GFR) from the European EKFC cohorts (n = 13 856 including 6031 individuals in the external validation cohort), from France, (n = 4429, including 964 Black Europeans), from Brazil (n = 100), and from Africa (n = 508) were used to test the performances of the equations. A matched analysis between White Europeans and Black Africans or Black Europeans was performed. RESULTS: In White Europeans (n = 9496), both the EKFC and LMREV equations outperformed CKD-EPIAS (bias of -0.6 and -3.2, respectively versus 5.0 mL/min/1.73m², and accuracy within 30% of 86.9 and 87.4, respectively versus 80.9%). In Black Europeans and Black Africans, the best performance was observed with the EKFC equation using a specific Q-value ( = concentration of serum creatinine in healthy males and females). These results were confirmed in matched analyses, which showed that serum creatinine concentrations were different in White Europeans, Black Europeans, and Black Africans for the same measured GFR, age, sex and body mass index. Creatinine differences were more relevant in males. CONCLUSION: In a European and African cohort, the performances of CKD-EPIAS remain suboptimal. The EKFC equation, using usual or dedicated, population-specific Q-values presents the best performance in the whole age range in the European and African populations included in this study.

Published
2023
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29. Development and validation of a new equation based on plasma creatinine and muscle mass assessed by CT-scan to estimate glomerular filtration rate: a cross-sectional study

Author

Stehlé, Thomas, primary, Ouamri, Yaniss, additional, Morel, Antoine, additional, Vidal-Petiot, Emmanuelle, additional, Fellahi, Soraya, additional, Segaux, Lauriane, additional, Prié, Dominique, additional, Grimbert, Philippe, additional, Luciani, Alain, additional, Audard, Vincent, additional, Haymann, Jean Philippe, additional, Mulé, Sébastien, additional, De Kerviler, Eric, additional, Peraldi, Marie-Noëlle, additional, Boutten, Anne, additional, Matignon, Marie, additional, Canouï-Poitrine, Florence, additional, Flamant, Martin, additional, and Pigneur, Frédéric, additional

Published
2023
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30. Evaluation of Traumatic Brain Injury Patients Using a Shape-Constrained Deformable Model

Author

Zagorchev, Lyubomir, Meyer, Carsten, Stehle, Thomas, Kneser, Reinhard, Young, Stewart, Weese, Juergen, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Liu, Tianming, editor, Shen, Dinggang, editor, Ibanez, Luis, editor, and Tao, Xiaodong, editor

Published
2011
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31. Gestaltung von Produkten und Arbeitssystemen

Author

Richter, Michael, Heisel, Uwe, Stehle, Thomas, Stoss, Karl, Luczak, Holger, Schmidt, Ludger, Bullinger, Hans-Jörg, editor, Spath, Dieter, editor, Warnecke, Hans-Jürgen, editor, and Westkämper, Engelbert, editor

Published
2009
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33. Polyp Segmentation in NBI Colonoscopy

Author

Gross, Sebastian, Kennel, Manuel, Stehle, Thomas, Wulff, Jonas, Tischendorf, Jens, Trautwein, Christian, Aach, Til, Brauer, W., editor, Meinzer, Hans-Peter, editor, Deserno, Thomas Martin, editor, Handels, Heinz, editor, and Tolxdorff, Thomas, editor

Published
2009
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35. Performance of creatinine-based equations to estimate glomerular filtration rate in White and Black populations in Europe, Brazil and Africa

Author

Delanaye, Pierre, primary, Vidal-Petiot, Emmanuelle, additional, Björk, Jonas, additional, Ebert, Natalie, additional, Eriksen, Björn O, additional, Dubourg, Laurence, additional, Grubb, Anders, additional, Hansson, Magnus, additional, Littmann, Karin, additional, Mariat, Christophe, additional, Melsom, Toralf, additional, Schaeffner, Elke, additional, Sundin, Per-Ola, additional, Bökenkamp, Arend, additional, Berg, Ulla B, additional, Åsling-Monemi, Kajsa, additional, Åkesson, Anna, additional, Larsson, Anders, additional, Cavalier, Etienne, additional, Dalton, R Neil, additional, Courbebaisse, Marie, additional, Couzi, Lionel, additional, Gaillard, Francois, additional, Garrouste, Cyril, additional, Jacquemont, Lola, additional, Kamar, Nassim, additional, Legendre, Christophe, additional, Rostaing, Lionel, additional, Stehlé, Thomas, additional, Haymann, Jean-Philippe, additional, Selistre, Luciano da Silva, additional, Strogoff-de-Matos, Jorge P, additional, Bukabau, Justine B, additional, Sumaili, Ernest K, additional, Yayo, Eric, additional, Monnet, Dagui, additional, Nyman, Ulf, additional, Pottel, Hans, additional, and Flamant, Martin, additional

Published
2022
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36. The authors reply

Author

Joher, Nizar, primary, Moktefi, Anissa, additional, Grimbert, Philippe, additional, Pagot, Eléonore, additional, Jouan, Narindra, additional, El Karoui, Khalil, additional, Champy, Cécile Maud, additional, Matignon, Marie, additional, and Stehlé, Thomas, additional

Published
2022
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37. Natural course and determinants of short-term kidney function decline in hereditary transthyretin amyloidosis: a French observational study

Author

Dang, Julien, primary, Segaux, Lauriane, additional, Moktefi, Anissa, additional, Stehlé, Thomas, additional, Kharoubi, Mounira, additional, El Karoui, Khalil, additional, Rémy, Philippe, additional, Grimbert, Philippe, additional, Plante-Bordeneuve, Violaine, additional, Guendouz, Soulef, additional, Galat, Arnault, additional, Mallet, Sophie, additional, Oghina, Silvia, additional, Chadha, Gagan Deep Singh, additional, Zaroui, Amira, additional, Fanen, Pascale, additional, Canoui-Poitrine, Florence, additional, Damy, Thibaud, additional, and Audard, Vincent, additional

Published
2022
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38. Performance of creatinine-based equations to estimate glomerular filtration rate in White and Black populations in Europe, Brazil, and Africa

Author

Delanaye, Pierre, Vidal-Petiot, Emmanuelle, Björk, Jonas, Ebert, Natalie, Eriksen, Björn O, Dubourg, Laurence, Grubb, Anders, Hansson, Magnus, Littmann, Karin, Mariat, Christophe, Melsom, Toralf, Schaeffner, Elke, Sundin, Per-Ola, Bökenkamp, Arend, Berg, Ulla B, Åsling-Monemi, Kajsa, Åkesson, Anna, Larsson, Anders, Cavalier, Etienne, Dalton, R Neil, Courbebaisse, Marie, Couzi, Lionel, Gaillard, Francois, Garrouste, Cyril, Jacquemont, Lola, Kamar, Nassim, Legendre, Christophe, Rostaing, Lionel, Stehlé, Thomas, Haymann, Jean-Philippe, da Silva Selistre, Luciano, Strogoff-de-Matos, Jorge P, Bukabau, Justine B, Sumaili, Ernest K, Yayo, Eric, Monnet, Dagui, Nyman, Ulf, Pottel, Hans, Flamant, Martin, Delanaye, Pierre, Vidal-Petiot, Emmanuelle, Björk, Jonas, Ebert, Natalie, Eriksen, Björn O, Dubourg, Laurence, Grubb, Anders, Hansson, Magnus, Littmann, Karin, Mariat, Christophe, Melsom, Toralf, Schaeffner, Elke, Sundin, Per-Ola, Bökenkamp, Arend, Berg, Ulla B, Åsling-Monemi, Kajsa, Åkesson, Anna, Larsson, Anders, Cavalier, Etienne, Dalton, R Neil, Courbebaisse, Marie, Couzi, Lionel, Gaillard, Francois, Garrouste, Cyril, Jacquemont, Lola, Kamar, Nassim, Legendre, Christophe, Rostaing, Lionel, Stehlé, Thomas, Haymann, Jean-Philippe, da Silva Selistre, Luciano, Strogoff-de-Matos, Jorge P, Bukabau, Justine B, Sumaili, Ernest K, Yayo, Eric, Monnet, Dagui, Nyman, Ulf, Pottel, Hans, and Flamant, Martin

Abstract

BACKGROUND: A new Chronic Kidney Disease Epidemiology equation without race variable has been recently proposed (CKD-EPIAS). This equation has neither been validated outside USA nor compared to the new European Kidney Function Consortium (EKFC) and Lund-Malmö Revised (LMREV) equations, developed in European cohorts. METHODS: Standardized creatinine and measured glomerular filtration rate (GFR) from the European EKFC cohorts (n = 13 856 including 6031 individuals in the external validation cohort), from France, (n = 4429, including 964 Black Europeans), from Brazil (n = 100), and from Africa (n = 508) were used to test the performances of the equations. A matched analysis between White Europeans and Black Africans or Black Europeans was performed. RESULTS: In White Europeans (n = 9496), both the EKFC and LMREV equations outperformed CKD-EPIAS (bias of -0.6 and -3.2, respectively versus 5.0 mL/min/1.73m², and accuracy within 30% of 86.9 and 87.4, respectively versus 80.9%). In Black Europeans and Black Africans, the best performance was observed with the EKFC equation using a specific Q-value ( = concentration of serum creatinine in healthy males and females). These results were confirmed in matched analyses, which showed that serum creatinine concentrations were different in White Europeans, Black Europeans, and Black Africans for the same measured GFR, age, sex and body mass index. Creatinine differences were more relevant in males. CONCLUSION: In a European and African cohort, the performances of CKD-EPIAS remain suboptimal. The EKFC equation, using usual or dedicated, population-specific Q-values presents the best performance in the whole age range in the European and African populations included in this study.

Published
2022
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43. Natural course and determinants of short-term kidney function decline in hereditary transthyretin amyloidosis: a French observational study.

Author

Dang, Julien, Segaux, Lauriane, Moktefi, Anissa, Stehlé, Thomas, Kharoubi, Mounira, El Karoui, Khalil, Rémy, Philippe, Grimbert, Philippe, Plante-Bordeneuve, Violaine, Guendouz, Soulef, Galat, Arnault, Mallet, Sophie, Oghina, Silvia, Chadha, Gagan Deep Singh, Zaroui, Amira, Fanen, Pascale, Canoui-Poitrine, Florence, Damy, Thibaud, and Audard, Vincent

Subjects
GLOBAL longitudinal strain, CARDIAC amyloidosis, TRANSTHYRETIN, KIDNEY physiology, AMYLOIDOSIS, CHRONIC kidney failure
Abstract

Data regarding renal involvement in patients with hereditary transthyretin (ATTRv) amyloidosis are scarce and the natural course of chronic kidney disease (CKD) in this population remains unclear. This observational study, including adult patients diagnosed with ATTRv amyloidosis at the French Reference Centre for Cardiac Amyloidosis, investigated renal function outcome and its determinants. Multivariable logistic regression models identified factors associated with CKD at baseline. Determinants of the change in estimated glomerular filtration rate (eGFR) over 24 months of follow-up were assessed with a multivariable linear mixed-effects model. In total, 232 patients (78 women [34%], mean age: 64 years) with ATTRv amyloidosis were classified on the basis of their TTR variants: ATTRV122I (37%), ATTRV30M (29%), and other variants (34%). Median baseline eGFR was 78 ml/min/1.73 m2. Seventy-two patients (31%) had an eGFR below 60 ml/min/1.73m2 and 27/137 patients (20%) had significant proteinuria (urine protein/creatinine ratio ≥30 mg/mmol). Renal biopsy, performed in four cases, found typical Congo red-positive and TTR-labelled amyloid deposits in all cases. Older age (OR 1.07, p <.001) and a prior history of hypertension (OR 2.09, p =.04) were associated with a higher prevalence of CKD at baseline, whereas higher left ventricular global longitudinal strain (LVGLS) (OR 0.83, p <.001) was associated with a lower prevalence. The estimated change in eGFR was −7.12 [−9.61, −4.63] and −8.21 [−10.81, −5.60] ml/min/1.73 m2 after 12 and 24 months of follow-up, respectively. eGFR decline was independently associated with older age ((67–74], coefficient= −14.35 mL/min/1.73 m2, p <.01, >74, coefficient = −22.93 mL/min/1.73 m2, p <.001, versus <56), ATTRV122I (coefficient = −17.17 mL/min/1.73m2, p <.01, versus ATTRV30M) and LVGLS (coefficient = 1.22, p <.01). These data suggest that CKD is a common finding in patients with ATTRv amyloidosis, and that eGFR decline is rapid during the first year of evaluation. Older age, lower LVGLS and ATTRV122I were associated with a worse renal outcome. Further studies are now needed to evaluate effects of new targeted therapies on long term renal function. [ABSTRACT FROM AUTHOR]

Published
2023
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44. Myosteatosis as an independent risk factor for mortality after kidney allograft transplantation: a retrospective cohort study

Author

Morel, Antoine, primary, Ouamri, Yaniss, additional, Canouï‐Poitrine, Florence, additional, Mulé, Sébastien, additional, Champy, Cécile Maud, additional, Ingels, Alexandre, additional, Audard, Vincent, additional, Luciani, Alain, additional, Grimbert, Philippe, additional, Matignon, Marie, additional, Pigneur, Frédéric, additional, and Stehlé, Thomas, additional

Published
2021
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47. Impact of pre‐eclampsia on renal outcome in sickle cell disease patients

Author

Boudhabhay, Idris, primary, Boutin, Emmanuelle, additional, Bartolucci, Pablo, additional, Bornes, Marie‐Isabelle, additional, Habibi, Anoosha, additional, Lionnet, François, additional, Hertig, Alexandre, additional, Grimbert, Philippe, additional, Stehlé, Thomas, additional, El Karoui, Khalil, additional, Sahali, Dil, additional, Fois, Elena, additional, Rémy, Philippe, additional, Galacteros, Frédéric, additional, Haddad, Bassam, additional, Canoui-Poitrine, Florence, additional, Lecarpentier, Edouard, additional, and Audard, Vincent, additional

Published
2021
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49. De Novo Focal and Segmental Glomerulosclerosis After COVID-19 in a Patient With a Transplanted Kidney From a Donor With a High-risk APOL1 Variant

Author

Oniszczuk, Julie, primary, Moktefi, Anissa, additional, Mausoleo, Aude, additional, Pallet, Nicolas, additional, Malard-Castagnet, Stephanie, additional, Fourati, Slim, additional, El Karoui, Khalil, additional, Sahali, Dil, additional, Stehlé, Thomas, additional, Boueilh, Anna, additional, Verpont, Marie-Christine, additional, Matignon, Marie, additional, Buob, David, additional, Grimbert, Philippe, additional, and Audard, Vincent, additional

Published
2020
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