1
|
Rojas-Lima E, Ortega-Romero M, Aztatzi-Aguilar OG, Rubio-Gutiérrez JC, Narváez-Morales J, Esparza-García M, Méndez-Hernández P, Medeiros M, Barbier OC. Vanadium exposure and kidney markers in a pediatric population: a cross-sectional study. Pediatr Nephrol 2025; 40:1689-1700. [PMID: 39644336 PMCID: PMC11946968 DOI: 10.1007/s00467-024-06561-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 09/06/2024] [Accepted: 10/07/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND Anthropogenic vanadium (V) emissions and exposure in the general population have recently increased. Experimental studies have shown that V is a nephrotoxic agent, but little is known about its effects on human kidney health. This work evaluated the association between urinary V concentrations with early kidney damage biomarkers and function in a pediatric population without any disease diagnosed. METHODS A cross-sectional study was carried out and included 914 healthy subjects and determined urinary V concentrations, glomerular filtration rate (eGFR), albumin-creatinine ratio (ACR), and the presence of kidney injury molecule 1 (KIM-1) and neutrophil gelatinase-associated lipocalin (NGAL) in urine. We evaluated the V effect using linear and logistic regression models adjusted by confounders. RESULTS Subjects found in the second and third tertiles of V showed an increase in urinary log-NGAL levels (βT2 vs. T1 = 0.39; 95% CI 0.14, 0.64, and βT3 vs. T1 = 1.04; 95% CI 0.75, 1.34) and log-KIM-1(βT2 vs. T1 = 0.25; 95% CI 0.04, 0.45 and βT3 vs. T1 = 0.39; 95% CI 0.15, 0.63); in addition, subjects in the third tertile had a positive and significant association with ACR (ORT3 vs. T1 = 1.96; 95% CI 1.29, 2.97) and increased in eGFR (βT3 vs. T1 = 3.98, 95% CI 0.39, 7.58), compared with subjects in the first tertile. CONCLUSIONS Our study reports the effect of V on kidney markers in a healthy pediatric population. It could be related to tubulointerstitial lesions and function abnormalities.
Collapse
Affiliation(s)
- Elodia Rojas-Lima
- Unidad de Investigación en Salud en El Trabajo, Centro Médico Nacional "Siglo XXI", Instituto Mexicano Del Seguro Social (IMSS), Ciudad de Mexico, Mexico
- Consejo Nacional de Humanidades, Ciencias y Tecnologías (Conahcyt), Ciudad de Mexico, Mexico
| | - Manolo Ortega-Romero
- Unidad de Investigación en Salud en El Trabajo, Centro Médico Nacional "Siglo XXI", Instituto Mexicano Del Seguro Social (IMSS), Ciudad de Mexico, Mexico
- Consejo Nacional de Humanidades, Ciencias y Tecnologías (Conahcyt), Ciudad de Mexico, Mexico
| | - Octavio Gamaliel Aztatzi-Aguilar
- Departamento de Toxicología, Centro de Investigacio´n y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de Mexico, Mexico
| | - Juan Carlos Rubio-Gutiérrez
- Departamento de Toxicología, Centro de Investigacio´n y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de Mexico, Mexico
| | - Juana Narváez-Morales
- Departamento de Toxicología, Centro de Investigacio´n y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de Mexico, Mexico
| | - Mariela Esparza-García
- Unidad de Investigación y Diagnóstico en Nefrología y Metabolismo Mineral Óseo, Hospital Infantil de México Federico Gómez, Ciudad de Mexico, Mexico
| | - Pablo Méndez-Hernández
- Secretaría de Salud de Tlaxcala, Tlaxcala, Mexico
- Facultad de Ciencias de la Salud, Universidad Autónoma de Tlaxcala, Tlaxcala, Mexico
| | - Mara Medeiros
- Unidad de Investigación y Diagnóstico en Nefrología y Metabolismo Mineral Óseo, Hospital Infantil de México Federico Gómez, Ciudad de Mexico, Mexico
- Departamento de Farmacología, Facultad de Medicina, UNAM, Ciudad de Mexico, Mexico
| | - Olivier Christophe Barbier
- Unidad de Investigación en Salud en El Trabajo, Centro Médico Nacional "Siglo XXI", Instituto Mexicano Del Seguro Social (IMSS), Ciudad de Mexico, Mexico.
- Departamento de Toxicología, Centro de Investigacio´n y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de Mexico, Mexico.
| |
Collapse
|
2
|
Elabed S, Khaled R, Farhat N, Madkour M, Mohammad Zadeh SA, Shousha T, Taneera J, Semerjian L, Abass K. Assessing aflatoxin exposure in the United Arab Emirates (UAE): Biomonitoring AFM1 levels in urine samples and their association with dietary habits. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2025; 114:104644. [PMID: 39870123 DOI: 10.1016/j.etap.2025.104644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 01/18/2025] [Accepted: 01/21/2025] [Indexed: 01/29/2025]
Abstract
BACKGROUND Aflatoxins, known for their carcinoginc properties and produced by Aspergillus fungi, pose a substantial threat to public health, particularly in regions with hot and humid climates, where individuals are exposed to these toxins through contaminated food. The primary objective of this study was to assess the extent of aflatoxin exposure in the Emirate of Sharjah employing Aflatoxin M1 (AFM1) as a biomarker in urine samples from adult participants. Furthermore, this study aimed to explore the relationship between dietary habits and AFM1 levels in order to establish a potential link. METHODS In a cross-sectional study design, a total of 144 adults (73 females and 71 males) were recruited for participation. The urine samples obtained from participants were subjected to analysis for AFM1 concentrations utilizing the enzyme-linked immunosorbent assay (ELISA) method. Additionally, structured questionnaires were administered to collect information on the dietary and lifestyle habits of the participants. To explore the relationship between dietary factors and AFM1 levels, various statistical analyses, including linear regression and the Mann-Whitney U test, were performed. RESULTS AFM1 was detected in 69 % of the samples under invstigation, wherein males exhibited a higher mean level (0.912 ng/mg creatinine) in comparison to females (0.676 ng/mg creatinine). The overall mean concentration of AFM1 was determined to be 0.792 ng/mg creatinine. It is worth noting that there was a significant correlation between rice consumption and heightened AFM1 exposure among males, while no such correlation was observed among females. CONCLUSION This study conducted in the UAE provides novel perspectives on aflatoxin exposure, shedding light on the gender-specific correlation between rice consumption and aflatoxin levels among males. These findings hold significant implications for guiding public health interventions and underscore the pivotal role of ongoing surveillance and stringent food safety regulations in mitigating the hazards associated with aflatoxin contamination.
Collapse
Affiliation(s)
- Shahd Elabed
- Environmental Health Sciences, College of Health Sciences, University of Sharjah, UAE
| | - Raghad Khaled
- Environmental Health Sciences, College of Health Sciences, University of Sharjah, UAE
| | - Nada Farhat
- Sharjah Institute for Medical Research, University of Sharjah, UAE
| | - Mohamed Madkour
- Sharjah Institute for Medical Research, University of Sharjah, UAE; Department of Medical Laboratory Sciences, College of Health Sciences, University of Sharjah, UAE
| | | | - Tamer Shousha
- Department of Physiotherapy, College of Health Sciences, University of Sharjah, UAE
| | - Jalal Taneera
- Sharjah Institute for Medical Research, University of Sharjah, UAE; Department of Basic Medical Sciences, College of Medicine, University of Sharjah, UAE
| | - Lucy Semerjian
- Environmental Health Sciences, College of Health Sciences, University of Sharjah, UAE; Research Institute of Sciences and Engineering, University of Sharjah, UAE
| | - Khaled Abass
- Environmental Health Sciences, College of Health Sciences, University of Sharjah, UAE; Sharjah Institute for Medical Research, University of Sharjah, UAE; Research Institute of Sciences and Engineering, University of Sharjah, UAE; Research Unit of Biomedicine and Internal Medicine, University of Oulu, Finland.
| |
Collapse
|
3
|
Guarino S, Calcaterra V, Di Sessa A, Labati L, Marrapodi MM, Grandone A, Zanfardino A, Zuccotti G, Iafusco D, Miraglia Del Giudice E, Marzuillo P. Sensitivity to thyroid hormones in children developing acute kidney injury at the onset of type 1 diabetes mellitus. BMC Med 2025; 23:123. [PMID: 40011875 PMCID: PMC11866853 DOI: 10.1186/s12916-025-03936-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 02/07/2025] [Indexed: 02/28/2025] Open
Abstract
BACKGROUND Thyroid hormone (TH) sensitivity at type 1 diabetes mellitus (T1DM) onset and its connection with acute kidney injury (AKI) has not been investigated. We aimed to evaluate changes in TH sensitivity in children with and without AKI at T1DM onset and to assess the role of euthyroid sick syndrome (ESS) in this relationship. METHODS We included 161 children with new-onset T1DM and followed them until renal function normalized. The free triiodothyronine (FT3)/free thyroxine (FT4) ratio was used to assess peripheral TH sensitivity, while the TSH index (TSHI), thyrotroph T4 resistance index (TT4RI), thyrotroph T3 resistance index (TT3RI), Thyroid Feedback Quantile-based Index (TFQI), and parametric TFQI (PTFQI) were used for central sensitivity. RESULTS Patients with AKI exhibited greater weight loss, higher serum ketones, creatinine, corrected sodium, and glycated hemoglobin, but lower bicarbonate and estimated glomerular filtration rate compared to those without AKI. Logistic regression showed that the odds of AKI increased by 11.5-fold for each unit decrease in TFQI, 4.0-fold per unit decrease in PTFQI, and 1.7-fold per unit decrease in TSHI, adjusting for age and gender. After adjusting for age, gender, and ESS, the odds for AKI significantly increased (4.8-fold for each 1-unit decrease) only for TFQI. CONCLUSIONS AKI at the onset of T1DM has a dual effect on TH. It reduces peripheral sensitivity while increasing central sensitivity. This effect appears to be largely driven by ESS, with the exception of the association between AKI and TFQI, which remains independent of ESS.
Collapse
Affiliation(s)
- Stefano Guarino
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy
| | - Valeria Calcaterra
- Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, 27100, Pavia, Italy
- Pediatric Department, Buzzi Children's Hospital, 20154, Milan, Italy
| | - Anna Di Sessa
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy
| | - Lucia Labati
- Pediatric Department, Buzzi Children's Hospital, 20154, Milan, Italy
- Department of Biomedical and Clinical Science, University of Milan, 20157, Milan, Italy
| | - Maria Maddalena Marrapodi
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy
| | - Anna Grandone
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy
| | - Angela Zanfardino
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy
| | - Gianvincenzo Zuccotti
- Pediatric Department, Buzzi Children's Hospital, 20154, Milan, Italy
- Department of Biomedical and Clinical Science, University of Milan, 20157, Milan, Italy
| | - Dario Iafusco
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy
| | - Emanuele Miraglia Del Giudice
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy
| | - Pierluigi Marzuillo
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania "Luigi Vanvitelli", Naples, Italy.
| |
Collapse
|
4
|
Sakura T, Kanazawa T, Shimizu T, Shimizu K, Iwasaki T, Morimatsu H. Association between plasma-free haemoglobin and postoperative acute kidney injury in paediatric cardiac surgery: a prospective observational study. BJA OPEN 2024; 12:100348. [PMID: 39568616 PMCID: PMC11576535 DOI: 10.1016/j.bjao.2024.100348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 08/20/2024] [Indexed: 11/22/2024]
Abstract
Background Acute kidney injury (AKI) is a common complication among patients requiring cardiopulmonary bypass (CPB) during paediatric cardiac surgery. Plasma-free haemoglobin (PFH) produced by haemolysis during CPB contributes to AKI. This study aimed to determine the association between PFH and postoperative AKI during paediatric cardiac surgery requiring CPB. Methods This prospective, single-centre, observational study included children aged <5 yr who underwent cardiac surgery requiring CPB. PFH was measured pre-CPB, every 30 min during CPB, after modified ultrafiltration, on ICU admission, and once a day at 1-3 days after surgery. The study outcome included the relationship between peak PFH concentrations and the development of postoperative AKI up to 3 days after surgery. Additionally, multivariable analysis was performed to determine the risk factors for AKI. Results Of 179 patients, 74 (41%) developed postoperative AKI. Patients who developed AKI had significantly higher peak PFH concentrations (80 mg dl-1 [inter-quartile range, 50-132.5] vs 60 mg dl-1 [40-100]; P=0.006). Multivariable analysis did not identify peak PFH concentrations as an independent risk factor for postoperative AKI (odds ratio [OR] 1.00; 95% confidence interval [CI]: 0.99-1.00; P=0.268). Factors associated with postoperative AKI were age in months (OR 0.96; 95% CI: 0.94-0.99; P=0.007) and CPB duration (OR 1.02; 95% CI: 1.01-1.02; P<0.001). Conclusions There was an association between postoperative AKI and CPB time rather than PFH. Perioperative peak PFH concentrations were significantly higher in patients with postoperative AKI after paediatric cardiac surgery requiring CPB.
Collapse
Affiliation(s)
- Takanobu Sakura
- Department of Anesthesiology and Resuscitology, Okayama University Hospital, Okayama, Japan
| | - Tomoyuki Kanazawa
- Department of Anesthesiology and Resuscitology, Okayama University Hospital, Okayama, Japan
| | - Tatsuhiko Shimizu
- Department of Anesthesiology and Resuscitology, Okayama University Hospital, Okayama, Japan
| | - Kazuyoshi Shimizu
- Department of Anesthesiology and Resuscitology, Okayama University Hospital, Okayama, Japan
| | - Tatsuo Iwasaki
- Department of Anesthesiology and Resuscitology, Okayama University Hospital, Okayama, Japan
| | - Hiroshi Morimatsu
- Department of Anesthesiology and Resuscitology, Okayama University Hospital, Okayama, Japan
| |
Collapse
|
5
|
Guarino S, Di Sessa A, De Lucia M, Vitulano C, Rivetti G, Capasso G, La Manna A, Polito C, Miraglia Del Giudice E, Marzuillo P. Prevalence and determinants of failure to thrive in children with vesico-ureteral reflux. Acta Paediatr 2024; 113:2597-2603. [PMID: 39113193 DOI: 10.1111/apa.17378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/11/2024] [Accepted: 07/26/2024] [Indexed: 11/13/2024]
Abstract
AIM To assess the prevalence and determinants of failure to thrive (FTT) among patients with vesico-ureteral reflux (VUR) and evaluating the effects of supplementation on growth in patients with urinary solute losses. METHODS We retrospectively enrolled 1277 patients with VUR (mean age at diagnosis = 6.5 months). Patients with FTT were screened for renal tubular function impairment (TFI). If fractional excretion of sodium (FENa) >2% or blood bicarbonate <20 mmol/L, supplementation was provided. RESULTS Among 1277 patients, 56 (4.4%) had FTT. Of these, 42 (75%) presented extrarenal causes of FTT, 3 (5.4%) had chronic kidney disease (CKD), 9 (16.1%) had TFI, and 2 (3.5%) had CKD and TFI. FTT occurred in 8/208 patients (3.8%) with and in 48/1069 patients (4.5%) without (p = 0.68) recurrent urinary tract infections (UTIs). At multiple logistic regression, birthweight <10th percentile, preterm birth, TFI, identified or suspected syndromes and other diseases were predictors of FTT. Eleven (19.6%) patients with FTT had TFI; five with increased FENa and/or acidosis received supplementation and showed catch-up growth. The remaining six patients exhibited spontaneous catch-up growth. CONCLUSION FTT was found in <5% of children with VUR. It was not determined by recurrent UTIs and was mainly associated with extrarenal causes. Supplementation with sodium and bicarbonates could be useful in selected cases.
Collapse
Affiliation(s)
- Stefano Guarino
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Anna Di Sessa
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Maeva De Lucia
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Caterina Vitulano
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Giulio Rivetti
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Giusy Capasso
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Angela La Manna
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Cesare Polito
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Emanuele Miraglia Del Giudice
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| | - Pierluigi Marzuillo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Naples, Italy
| |
Collapse
|
6
|
Shimozono T, Ueno K, Okuda E, Takahashi Y, Nakae K, Kawamura J, Okamoto Y. Perioperative Acute Kidney Injury and Prognosis of Infants With Down Syndrome and Congenital Heart Disease. Cureus 2024; 16:e74658. [PMID: 39735129 PMCID: PMC11681800 DOI: 10.7759/cureus.74658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/28/2024] [Indexed: 12/31/2024] Open
Abstract
Background Children with Down syndrome (DS) often have hypoplastic kidneys and urinary tract malformations that increase their renal dysfunction risk. They also have a higher congenital heart disease (CHD) rate, requiring cardiac surgery during infancy. Renal dysfunction in such patients may be associated with the development of cardiac surgery-associated acute kidney injury (CS-AKI), but this remains unclear. In this study, we compared the incidence, severity, and prognosis of CS-AKI between infants with and without DS complicated by CHD. Methods We retrospectively analyzed 144 consecutive infants with (n=59) and without (n=85) DS who underwent cardiac surgery for CHD between January 2013 and October 2018. The primary endpoint was CS-AKI incidence, and the secondary endpoints were CS-AKI severity and perioperative prognosis. We assessed the severity of CS-AKI using the Kidney Disease: Improving Global Outcomes (KDIGO) criteria. Results The DS group had significantly smaller kidney size when measured by ultrasound at birth than the non-DS group (P<0.001). Preoperative renal function assessment revealed significantly higher serum creatinine (Cr, 0.29 vs. 0.20 mg/dL, P<0.001) and lower Cr-estimated glomerular filtration rates (82.0 vs. 101.4 mL/min/1.73 m2, P<0.001) in the DS group than in the non-DS group. CS-AKI incidence and severity did not differ between the groups. Risk factors for CS-AKI incidence included being younger at the time of cardiac surgery and a prolonged cardiopulmonary bypass in the overall cohort and DS group. Conclusions The incidence and severity of CS-AKI did not differ between the DS and non-DS groups. Understanding potential renal dysfunction and managing patients with DS and CHD may assist in preventing perioperative acute kidney injury after cardiac surgery.
Collapse
Affiliation(s)
| | - Kentaro Ueno
- Pediatrics, Kagoshima University Hospital, Kagoshima, JPN
| | - Eri Okuda
- Pediatrics, Kagoshima University Hospital, Kagoshima, JPN
| | | | - Koji Nakae
- Pediatrics, Kagoshima University Hospital, Kagoshima, JPN
| | | | | |
Collapse
|
7
|
Skidmore M, Spencer S, Desborough R, Kent D, Bhandari S. Cystatin C as a Marker of Kidney Function in Children. Biomolecules 2024; 14:938. [PMID: 39199326 PMCID: PMC11352255 DOI: 10.3390/biom14080938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 07/25/2024] [Accepted: 07/31/2024] [Indexed: 09/01/2024] Open
Abstract
This review examines the reliability of cystatin C as a biomarker for kidney function in paediatric populations. Chronic kidney disease (CKD) affects a significant number of children globally, leading to severe health complications such as anaemia, hypertension, and growth disorders. Traditionally, kidney function has been assessed using the estimated glomerular filtration rate derived from serum creatinine, though this method is flawed due to variability in muscle mass, age, gender, and diet. Cystatin C offers an alternative as it is less influenced by these factors. Evidence from various studies indicates that cystatin C provides a more accurate assessment of kidney function, especially in neonates and children with urinary tract malformations. Additionally, it is more reliable in early detection of acute kidney injury in paediatric intensive care units. Despite its potential, cystatin C is not yet widely adopted in clinical guidelines, primarily due to a lack of large-scale paediatric studies. Nonetheless, existing research supports its utility in providing a consistent and precise measure of kidney function across different paediatric age groups, suggesting that it could enhance early diagnosis and management of CKD in children if more extensive validation studies are conducted.
Collapse
Affiliation(s)
- Megan Skidmore
- Faculty of Medicine, Hull York Medical School, Hull HU6 7RU, UK
| | - Sebastian Spencer
- Faculty of Medicine, Hull York Medical School, Hull HU6 7RU, UK
- School of Medical Sciences, University of Hull, Hull HU6 7RX, UK
- Academic Renal Research, Hull University Teaching Hospitals NHS Trust, Hull HU3 2JZ, UK
| | - Robert Desborough
- Faculty of Medicine, Hull York Medical School, Hull HU6 7RU, UK
- Academic Renal Research, Hull University Teaching Hospitals NHS Trust, Hull HU3 2JZ, UK
| | - David Kent
- Faculty of Medicine, Hull York Medical School, Hull HU6 7RU, UK
- Paediatric Department, Clarendon Wing, Leeds General Infirmary, Leeds Teaching Hospitals NHS Trust, Leeds LS1 3EX, UK
| | - Sunil Bhandari
- Faculty of Medicine, Hull York Medical School, Hull HU6 7RU, UK
- Academic Renal Research, Hull University Teaching Hospitals NHS Trust, Hull HU3 2JZ, UK
| |
Collapse
|
8
|
Carrara F, Gaspari F, Trillini M, Peracchi T, Fidone D, Stucchi N, Ferrari S, Cugini D, Perico N, Parvanova A, Remuzzi G, Ruggenenti P. GFR measurement in patients with CKD: Performance and feasibility of simplified iohexol plasma clearance techniques. PLoS One 2024; 19:e0306935. [PMID: 39018289 PMCID: PMC11253958 DOI: 10.1371/journal.pone.0306935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 06/25/2024] [Indexed: 07/19/2024] Open
Abstract
Implementing shortened one-compartment iohexol plasma clearance models for GFR measurement is crucial since the gold standard inulin renal clearance technique and the reference two-compartment, 10-hour, 16-samplings iohexol plasma clearance method are clinically unfeasible. Inulin may precipitate anaphylactic shock. Four-hour and 8-hour one-compartment iohexol plasma clearance models with Bröchner-Mortensen correction provide accurate GFR measurements in patients with estimated GFR (eGFR) > or ≤40 mL/min/1.73m2, respectively. We compared the performance of the simplified 5-hour, 4-samplings, two-compartment population pharmacokinetic model (popPK) with the performance of the reference two-compartment 10-hour iohexol method in 16 patients with GFR 15.2 to 56.5 mL/min/1.73 m2. We also compared the performance of shortened (5, 6 and 7-hour) one-compartment models with the performance of the standard 8-hour one-compartment model in 101 patients with eGFR ≤40 mL/min/1.73 m2. The performance of popPK and shortened methods versus reference methods was evaluated by total deviation index (TDI), concordance correlation coefficient (CCC) and coverage probability (CP). TDI <10%, CCC ≥0.9 and CP >90% indicated adequate performance. TDI, CCC and CP of popPK were 11.11%, 0.809 and 54.10%, respectively. All shortened, one-compartment models overestimated the GFR (p <0.0001 for all) as compared to the 8-hour model. TDI, CCC and CP were 7.02%, 0.815, and 75.80% for the 7-hour model, 7.26%, 0.803, and 74.20% for the 6-hour model, and 8.85%, 0.729 and 64.70% for the 5-hour model. The agreement of popPK model was comparable to that obtained with the Chronic-Kidney-Disease-Collaboration-Epidemiology (CKD-Epi) and the Modification-of-Diet-in-Renal-Disease (MDRD) serum-creatinine based equations for GFR estimation. PopPK model is remarkably unreliable for GFR measurement in stage III-IV CKD patients. In patients with eGFR ≤40 mL/min/1.73m2, shortened one-compartment models, in particular the 5-hour model, are less performant than the reference 8-hour model. For accurate GFR measurements, the iohexol plasma clearance should be measured with appropriate protocols. Over-simplified procedures should be avoided.
Collapse
Affiliation(s)
- Fabiola Carrara
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Flavio Gaspari
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Matias Trillini
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Tobia Peracchi
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Diego Fidone
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Nadia Stucchi
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Silvia Ferrari
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Daniela Cugini
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Norberto Perico
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Aneliya Parvanova
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Giuseppe Remuzzi
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
| | - Piero Ruggenenti
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Clinical Research Center for Rare Diseases “Aldo e Cele Daccò”, Bergamo, Italy
- Unit of Nephrology, Azienda Socio-Sanitaria Territoriale (ASST) Papa Giovanni XXIII, Bergamo, Italy
| |
Collapse
|
9
|
Ortega-Romero M, Rojas-Lima E, Rubio-Gutiérrez JC, Aztatzi-Aguilar OG, Narváez-Morales J, Esparza-García M, Barrera-Hernández Á, Mejia MÁ, Mendez-Hernández P, Medeiros M, Barbier OC. Associations among environmental exposure to trace elements and biomarkers of early kidney damage in the pediatric population. Biometals 2024; 37:721-737. [PMID: 38642266 DOI: 10.1007/s10534-024-00603-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 04/08/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND In kidney damage, molecular changes can be used as early damage kidney biomarkers, such as Kidney Injury Molecule-1 and Neutrophil gelatinase-associated lipocalin. These biomarkers are associated with toxic metal exposure or disturbed homeostasis of trace elements, which might lead to serious health hazards. This study aimed to evaluate the relationship between exposure to trace elements and early damage kidney biomarkers in a pediatric population. METHODS In Tlaxcala, a cross-sectional study was conducted on 914 healthy individuals. The participants underwent a medical review and a socio-environmental questionnaire. Five early damage kidney biomarkers were determined in the urine with Luminex, and molybdenum, copper, selenium, nickel, and iodine were measured with ICP-Mass. RESULTS The eGFR showed a median of 103.75 mL/min/1.73 m2. The median levels for molybdenum, copper, selenium, nickel, and iodine were 24.73 ng/mL, 73.35 ng/mL, 4.78 ng/mL, 83.68 ng/mL, and 361.83 ng/mL, respectively. Except for molybdenum and nickel, the other trace elements had significant associations with the eGFR and the early kidney damage biomarkers. Additionally, we report the association of different exposure scenarios with renal parameters. DISCUSSION and Conclusions. Among the explored metals, exposure to Cu and iodine impairs renal function. In contrast, Se may manifest as a beneficial metal. Interactions of Mo-Se and Mo-Iodine seem to alter the expression of NGAL; Mo-Cu for CLU; Mo-Cu, Mo-Se, and Mo-iodine for Cys-C and a-1MG; and Mo-Cu and Mo-iodine for KIM-1; were noticed. Our study could suggest that trace element interactions were associated with early kidney damage biomarkers.
Collapse
Affiliation(s)
- Manolo Ortega-Romero
- Unidad de Investigación en Nefrología y Metabolismo Mineral Óseo, Hospital Infantil de México Federico Gómez, Ciudad de México, Mexico
| | - Elodia Rojas-Lima
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, Mexico
| | - Juan Carlos Rubio-Gutiérrez
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, Mexico
| | - Octavio Gamaliel Aztatzi-Aguilar
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, Mexico
| | - Juana Narváez-Morales
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, Mexico
| | - Mariela Esparza-García
- Unidad de Investigación en Nefrología y Metabolismo Mineral Óseo, Hospital Infantil de México Federico Gómez, Ciudad de México, Mexico
| | - Ángel Barrera-Hernández
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, Mexico
| | - Miguel Ángel Mejia
- Fundación Franco-Mexicana Para La Medicina, I.A.P, Ciudad de México, Mexico
| | - Pablo Mendez-Hernández
- Departamento de Calidad y Educación en Salud, Secretaría de Salud de Tlaxcala, Tlaxcala, Mexico
- Facultad de Ciencias de La Salud, Universidad Autónoma de Tlaxcala, Tlaxcala, Mexico
| | - Mara Medeiros
- Unidad de Investigación en Nefrología y Metabolismo Mineral Óseo, Hospital Infantil de México Federico Gómez, Ciudad de México, Mexico
- Departamento de Farmacología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Olivier Christophe Barbier
- Departamento de Toxicología, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Ciudad de México, Mexico.
| |
Collapse
|
10
|
D'Agate S, Ruiz Gabarre D, Della Pasqua O. Population pharmacokinetics and dose rationale for aciclovir in term and pre-term neonates with herpes. Pharmacol Res Perspect 2024; 12:e1193. [PMID: 38775304 PMCID: PMC11110484 DOI: 10.1002/prp2.1193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 01/23/2024] [Indexed: 05/25/2024] Open
Abstract
Aciclovir is considered the first-line treatment against Herpes simplex virus (HSV) infections in new-borns and infants. As renal excretion is the major route of elimination, in renally-impaired patients, aciclovir doses are adjusted according to the degree of impairment. However, limited attention has been given to the implications of immature renal function or dysfunction due to the viral disease itself. The aim of this investigation was to characterize the pharmacokinetics of aciclovir taking into account maturation and disease processes in the neonatal population. Pharmacokinetic data obtained from 2 previously published clinical trials (n = 28) were analyzed using a nonlinear mixed effects modeling approach. Post-menstrual age (PMA) and creatinine clearance (CLCR) were assessed as descriptors of maturation and renal function. Simulation scenarios were also implemented to illustrate the use of pharmacokinetic data to extrapolate efficacy from adults. Aciclovir pharmacokinetics was described by a one-compartment model with first-order elimination. Body weight and diagnosis (systemic infection) were statistically significant covariates on the volume of distribution, whereas body weight, CLCR and PMA had a significant effect on clearance. Median clearance varied from 0.2 to 1.0 L/h in subjects with PMA <34 or ≥34 weeks, respectively. Population estimate for volume of distribution was 1.93 L with systemic infection increasing this value by almost 3-fold (2.67 times higher). A suitable model parameterization was identified, which discriminates the effects of developmental growth, maturation, and organ function. Exposure to aciclovir was found to increase with decreasing PMA and renal function (CLCR), suggesting different dosing requirement for pre-term neonates.
Collapse
Affiliation(s)
- S. D'Agate
- Clinical Pharmacology & Therapeutics GroupUniversity College LondonLondonUK
| | - D. Ruiz Gabarre
- Clinical Pharmacology & Therapeutics GroupUniversity College LondonLondonUK
- Present address:
Institute for Regeneration and RepairUniversity of EdinburghEdinburghUK
| | - O. Della Pasqua
- Clinical Pharmacology & Therapeutics GroupUniversity College LondonLondonUK
| |
Collapse
|
11
|
Benito S, Unceta N, Maciejczyk M, Sánchez-Ortega A, Taranta-Janusz K, Szulimowska J, Zalewska A, Andrade F, Gómez-Caballero A, Dubiela P, Barrio RJ. Revealing novel biomarkers for diagnosing chronic kidney disease in pediatric patients. Sci Rep 2024; 14:11549. [PMID: 38773318 PMCID: PMC11109104 DOI: 10.1038/s41598-024-62518-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/17/2024] [Indexed: 05/23/2024] Open
Abstract
Pediatric chronic kidney disease (CKD) is a clinical condition characterized by progressive renal function deterioration. CKD diagnosis is based on glomerular filtration rate, but its reliability is limited, especially at the early stages. New potential biomarkers (citrulline (CIT), symmetric dimethylarginine (SDMA), S-adenosylmethionine (SAM), n-butyrylcarnitine (nC4), cis-4-decenoylcarnitine, sphingosine-1-phosphate and bilirubin) in addition to creatinine (CNN) have been proposed for early diagnosis. To verify the clinical value of these biomarkers we performed a comprehensive targeted metabolomics study on a representative cohort of CKD and healthy pediatric patients. Sixty-seven children with CKD and forty-five healthy children have been enrolled in the study. Targeted metabolomics based on liquid chromatography-triple quadrupole mass spectrometry has been used for serum and plasma samples analysis. Univariate data analysis showed statistically significant differences (p < 0.05) in the concentration of CNN, CIT, SDMA, and nC4 among healthy and CKD pediatric patients. The predictive ability of the proposed biomarkers was also confirmed through specificity and sensitivity expressed in Receiver Operating Characteristic curves (AUC = 0.909). In the group of early CKD pediatric patients, AUC of 0.831 was obtained, improving the diagnostic reliability of CNN alone. Moreover, the models built on combined CIT, nC4, SDMA, and CNN allowed to distinguish CKD patients from healthy control regardless of blood matrix type (serum or plasma). Our data demonstrate potential biomarkers in the diagnosis of early CKD stages.
Collapse
Affiliation(s)
- Sandra Benito
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country (UPV/EHU), Paseo de La Universidad 7, 01006, Vitoria-Gasteiz, Spain
- i+Med, S.Coop Parque Tecnológico de Alava, Albert Einstein 15, 01510, Vitoria-Gasteiz, Álava, Spain
| | - Nora Unceta
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country (UPV/EHU), Paseo de La Universidad 7, 01006, Vitoria-Gasteiz, Spain
| | - Mateusz Maciejczyk
- Department of Hygiene, Medical University of Bialystok, 15-233, Białystok, Poland
| | - Alicia Sánchez-Ortega
- Central Service of Analysis (Sgiker), University of the Basque Country (UPV/EHU), Laskaray Ikergunea, Miguel de Unamuno 3, 01006, Vitoria-Gasteiz, Spain
| | | | - Julita Szulimowska
- Department of Pedodontics, Medical University of Bialystok, 15-274, Białystok, Poland
| | - Anna Zalewska
- Department of Conservative Dentistry, Medical University of Bialystok, 15-274, Białystok, Poland
| | - Fernando Andrade
- Metabolomics and Proteomics Platform, Biobizkaia Health Research Institute, 48903, Barakaldo, Bizkaia, Spain
| | - Alberto Gómez-Caballero
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country (UPV/EHU), Paseo de La Universidad 7, 01006, Vitoria-Gasteiz, Spain
| | - Pawel Dubiela
- Department of Regenerative Medicine and Immune Regulation, Medical University of Bialystok, 15-269, Białystok, Poland.
| | - Ramón J Barrio
- Department of Analytical Chemistry, Faculty of Pharmacy, University of the Basque Country (UPV/EHU), Paseo de La Universidad 7, 01006, Vitoria-Gasteiz, Spain
| |
Collapse
|
12
|
Wu Y, Allegaert K, Flint RB, Goulooze SC, Välitalo PAJ, de Hoog M, Mulla H, Sherwin CMT, Simons SHP, Krekels EHJ, Knibbe CAJ, Völler S. When will the Glomerular Filtration Rate in Former Preterm Neonates Catch up with Their Term Peers? Pharm Res 2024; 41:637-649. [PMID: 38472610 PMCID: PMC11024008 DOI: 10.1007/s11095-024-03677-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 02/10/2024] [Indexed: 03/14/2024]
Abstract
AIMS Whether and when glomerular filtration rate (GFR) in preterms catches up with term peers is unknown. This study aims to develop a GFR maturation model for (pre)term-born individuals from birth to 18 years of age. Secondarily, the function is applied to data of different renally excreted drugs. METHODS We combined published inulin clearance values and serum creatinine (Scr) concentrations in (pre)term born individuals throughout childhood. Inulin clearance was assumed to be equal to GFR, and Scr to reflect creatinine synthesis rate/GFR. We developed a GFR function consisting of GFRbirth (GFR at birth), and an Emax model dependent on PNA (with GFRmax, PNA50 (PNA at which half ofGFR max is reached) and Hill coefficient). The final GFR model was applied to predict gentamicin, tobramycin and vancomycin concentrations. RESULT In the GFR model, GFRbirth varied with birthweight linearly while in the PNA-based Emax equation, GA was the best covariate for PNA50, and current weight for GFRmax. The final model showed that for a child born at 26 weeks GA, absolute GFR is 18%, 63%, 80%, 92% and 96% of the GFR of a child born at 40 weeks GA at 1 month, 6 months, 1 year, 3 years and 12 years, respectively. PopPK models with the GFR maturation equations predicted concentrations of renally cleared antibiotics across (pre)term-born neonates until 18 years well. CONCLUSIONS GFR of preterm individuals catches up with term peers at around three years of age, implying reduced dosages of renally cleared drugs should be considered below this age.
Collapse
Affiliation(s)
- Yunjiao Wu
- Division of Systems Pharmacology and Pharmacy, Leiden Academic Centre for Drug Research, Leiden University, 2333CC, Leiden, The Netherlands
| | - Karel Allegaert
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Development and Regeneration, and Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Robert B Flint
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Sebastiaan C Goulooze
- Leiden Experts On Advanced Pharmacokinetics and Pharmacodynamics (LAP&P), Leiden, The Netherlands
| | - Pyry A J Välitalo
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1 C, 70210, Kuopio, Finland
- Finnish Medicines Agency, Hallituskatu 12-14, 70100, Kuopio, Finland
| | - Matthijs de Hoog
- Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Hussain Mulla
- Department of Pharmacy, University Hospitals of Leicester, Glenfield Hospital, Leicester, LE39QP, England
| | - Catherine M T Sherwin
- Department of Pediatrics, Wright State University Boonshoft School of Medicine/Dayton Children's Hospital, One Children's Plaza, Dayton, OH, USA
| | - Sinno H P Simons
- Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Elke H J Krekels
- Division of Systems Pharmacology and Pharmacy, Leiden Academic Centre for Drug Research, Leiden University, 2333CC, Leiden, The Netherlands
- Certara Inc, Princeton, NJ, USA
| | - Catherijne A J Knibbe
- Division of Systems Pharmacology and Pharmacy, Leiden Academic Centre for Drug Research, Leiden University, 2333CC, Leiden, The Netherlands
- Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
- Department of Clinical Pharmacy, St Antonius Hospital, Nieuwegein, The Netherlands
| | - Swantje Völler
- Division of Systems Pharmacology and Pharmacy, Leiden Academic Centre for Drug Research, Leiden University, 2333CC, Leiden, The Netherlands.
- Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands.
| |
Collapse
|
13
|
Fino NF, Adingwupu OM, Coresh J, Greene T, Haaland B, Shlipak MG, Costa E Silva VT, Kalil R, Mindikoglu AL, Furth SL, Seegmiller JC, Levey AS, Inker LA. Evaluation of novel candidate filtration markers from a global metabolomic discovery for glomerular filtration rate estimation. Kidney Int 2024; 105:582-592. [PMID: 38006943 PMCID: PMC10932836 DOI: 10.1016/j.kint.2023.11.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 10/31/2023] [Accepted: 11/10/2023] [Indexed: 11/27/2023]
Abstract
Creatinine and cystatin-C are recommended for estimating glomerular filtration rate (eGFR) but accuracy is suboptimal. Here, using untargeted metabolomics data, we sought to identify candidate filtration markers for a new targeted assay using a novel approach based on their maximal joint association with measured GFR (mGFR) and with flexibility to consider their biological properties. We analyzed metabolites measured in seven diverse studies encompasing 2,851 participants on the Metabolon H4 platform that had Pearson correlations with log mGFR and used a stepwise approach to develop models to < -0.5 estimate mGFR with and without inclusion of creatinine that enabled selection of candidate markers. In total, 456 identified metabolites were present in all studies, and 36 had correlations with mGFR < -0.5. A total of 2,225 models were developed that included these metabolites; all with lower root mean square errors and smaller coefficients for demographic variables compared to estimates using untargeted creatinine. Seventeen metabolites were chosen, including 12 new candidate filtration markers. The selected metabolites had strong associations with mGFR and little dependence on demographic factors. Candidate metabolites were identified with maximal joint association with mGFR and minimal dependence on demographic variables across many varied clinical settings. These metabolites are excreted in urine and represent diverse metabolic pathways and tubular handling. Thus, our data can be used to select metabolites for a multi-analyte eGFR determination assay using mass spectrometry that potentially offers better accuracy and is less prone to non-GFR determinants than the current eGFR biomarkers.
Collapse
Affiliation(s)
- Nora F Fino
- Division of Biostatistics, Department of Population Health Sciences, University of Utah Health, Salt Lake City, Utah, USA
| | - Ogechi M Adingwupu
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts, USA
| | - Josef Coresh
- Department of Population Health, NYU Langone, New York, New York, USA
| | - Tom Greene
- Division of Biostatistics, Department of Population Health Sciences, University of Utah Health, Salt Lake City, Utah, USA
| | - Ben Haaland
- Division of Biostatistics, Department of Population Health Sciences, University of Utah Health, Salt Lake City, Utah, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, San Francisco Veterans Affair Medical Center and University of California, San Francisco, San Francisco, California, USA
| | - Veronica T Costa E Silva
- Serviço de Nefrologia, Instituto do Câncer do Estado de São Paulo, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil; Laboratório de Investigação Médica 16, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Roberto Kalil
- Division of Nephrology, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Ayse L Mindikoglu
- Margaret M. and Albert B. Alkek Department of Medicine, Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, Texas, USA; Michael E. DeBakey Department of Surgery, Division of Abdominal Transplantation, Baylor College of Medicine, Houston, Texas, USA
| | - Susan L Furth
- Department of Pediatrics, Children's Hospital of Philadelphia, and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jesse C Seegmiller
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Andrew S Levey
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts, USA
| | - Lesley A Inker
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts, USA.
| |
Collapse
|
14
|
Maddaloni C, De Rose DU, Perulli M, Martini L, Bersani I, Campi F, Savarese I, Dotta A, Ronchetti MP, Auriti C. Perinatal asphyxia does not influence presepsin levels in neonates: A prospective study. Acta Paediatr 2024; 113:453-460. [PMID: 37947046 DOI: 10.1111/apa.17031] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/25/2023] [Accepted: 10/30/2023] [Indexed: 11/12/2023]
Abstract
AIM To compare Presepsin (presepsin) levels in plasma and urine of uninfected newborn infants with perinatal asphyxia with those of controls. METHODS In this prospective study, we enrolled 25 uninfected full-term infants with perinatal asphyxia and 19 controls. We measured presepsin levels in whole blood or urine. In neonates with perinatal asphyxia, we compared presepsin levels in blood and urine at four time points. RESULTS In neonates with perinatal asphyxia, blood and urinary presepsin levels matched each other at any time point. At admission, the median presepsin value in blood was similar in both groups (p = 0.74), while urinary levels were higher in hypoxic neonates (p = 0.05). Perinatal asphyxia seemed to increase serum CRP and procalcitonin levels beyond normal cut-off but not those of presepsin. CONCLUSION In uninfected neonates with perinatal asphyxia, median blood and urinary presepsin levels matched each other at any point in the first 72 h of life and seemed to be slightly affected by the transient renal impairment associated with perinatal hypoxia in the first 12 h of life. Perinatal asphyxia did not influence presepsin levels within the first 72 h of life, while those of CRP and procalcitonin increased.
Collapse
Affiliation(s)
- Chiara Maddaloni
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, Rome, Italy
| | - Domenico Umberto De Rose
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, Rome, Italy
- PhD Course in Microbiology, Immunology, Infectious Diseases and Transplants (MIMIT), Faculty of Medicine and Surgery, "Tor Vergata" University of Rome, Rome, Italy
| | - Marco Perulli
- Pediatric Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Ludovica Martini
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, Rome, Italy
| | - Iliana Bersani
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, Rome, Italy
| | - Francesca Campi
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, Rome, Italy
| | - Immacolata Savarese
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, Rome, Italy
| | - Andrea Dotta
- Neonatal Intensive Care Unit, "Bambino Gesù" Children's Hospital IRCCS, Rome, Italy
| | | | - Cinzia Auriti
- Casa di Cura Villa Margherita, Rome, Italy
- Saint Camillus International University of Health Sciences, Rome, Italy
| |
Collapse
|
15
|
Memiş H, Çakır A, Ülgey A. Therapeutic drug monitoring of vancomycin in the case of augmented renal clearance: a case report of a paediatric patient. Eur J Hosp Pharm 2024:ejhpharm-2023-003982. [PMID: 38199810 DOI: 10.1136/ejhpharm-2023-003982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024] Open
Abstract
Augmented renal clearance (ARC) is a condition in which renal circulation increases, causing drug levels in the blood to remain at subtherapeutic levels in severe trauma patients. Vancomycin, a hydrophilic anti-Gram-positive drug, has been shown in the literature to have its levels fall below the therapeutic range in the case of ARC. However, vancomycin dosing recommendations in the case of ARC are still lacking. Here, we identify an ARC case measured with urinary creatinine clearance in a severe trauma paediatric patient, causing vancomycin blood trough levels to drop. We could not be able to increase the vancomycin trough levels with intermittent dosing; hence, we administered vancomycin with continuous infusion, and this resulted in vancomycin blood trough levels remaining in the therapeutic range. No adverse effect was seen. Continuous infusion of vancomycin can be safely administered to paediatric patients in these cases.
Collapse
Affiliation(s)
- Hasan Memiş
- Clinical Pharmacy, Inonu University Faculty of Pharmacy, Malatya, Türkiye
| | - Ahmet Çakır
- Clinical Pharmacy, Inonu University Faculty of Pharmacy, Malatya, Türkiye
| | - Ayşe Ülgey
- Anaesthesiology and Reanimation, Erciyes University Faculty of Medicine, Kayseri, Türkiye
| |
Collapse
|
16
|
Basolo A, Salvetti G, Giannese D, Genzano SB, Ceccarini G, Giannini R, Sotgia G, Fierabracci P, Piaggi P, Santini F. Obesity, Hyperfiltration, and Early Kidney Damage: A New Formula for the Estimation of Creatinine Clearance. J Clin Endocrinol Metab 2023; 108:3280-3286. [PMID: 37296533 PMCID: PMC10655541 DOI: 10.1210/clinem/dgad330] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 05/12/2023] [Accepted: 06/01/2023] [Indexed: 06/12/2023]
Abstract
CONTEXT Glomerular hyperfiltration may represent a direct pathogenetic link between obesity and kidney disease. The most widely used methods to estimate creatine clearance such as Cockroft-Gault (CG), Modification of Diet in Renal Disease (MDRD), and Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) have not been validated in subjects with obesity. OBJECTIVE The performance of prediction formulas was compared with measured creatinine clearance (mCrCl) in subjects with obesity. METHODS The study population included 342 patients with obesity (mean BMI 47.6 kg/m2) without primary kidney disease. A urine collection was performed over 24 hours for measurement of CrCl. RESULTS mCrCl increased with body weight. The CG formula showed an overestimation at high CrCl, whereas an underestimation resulted from CKD-EPI and MDRD. To improve the accuracy of estimated CrCl (eCrCl), a new CG-based formula was developed:53+0.7×(140-Age)×Weight/(96xSCr)×(0.85iffemale)A cut-off point for BMI of 32 kg/m2 was identified, at which the new formula may be applied to improve eCrCl. CONCLUSION In patients with obesity the glomerular filtration rate increases with body weight, and it is associated with the presence of albuminuria, suggesting an early kidney injury. We propose a novel formula that improves the accuracy of eCrCl to avoid missed diagnoses of hyperfiltration in patients with obesity.
Collapse
Affiliation(s)
- Alessio Basolo
- Obesity and Lipodystrophy Center, Endocrinology Unit, University Hospital of Pisa, Pisa 56124, Italy
| | - Guido Salvetti
- Obesity and Lipodystrophy Center, Endocrinology Unit, University Hospital of Pisa, Pisa 56124, Italy
| | - Domenico Giannese
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa 56124, Italy
| | - Susanna Bechi Genzano
- Obesity and Lipodystrophy Center, Endocrinology Unit, University Hospital of Pisa, Pisa 56124, Italy
| | - Giovanni Ceccarini
- Obesity and Lipodystrophy Center, Endocrinology Unit, University Hospital of Pisa, Pisa 56124, Italy
| | - Riccardo Giannini
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University Hospital of Pisa, Pisa 56124, Italy
| | - Gianluca Sotgia
- Consorzio Metis, University Hospital of Pisa, Pisa 56124, Italy
| | - Paola Fierabracci
- Obesity and Lipodystrophy Center, Endocrinology Unit, University Hospital of Pisa, Pisa 56124, Italy
| | - Paolo Piaggi
- Department of Information Engineering, University of Pisa, Pisa 56100, Italy
| | - Ferruccio Santini
- Obesity and Lipodystrophy Center, Endocrinology Unit, University Hospital of Pisa, Pisa 56124, Italy
| |
Collapse
|
17
|
Ujkic L, Haeffner K, Praus F, Pohl M, Pohlmann PF, Kroenig M, Frankenschmidt A, Gratzke C, Schoenthaler M. Personalized Surgical Management Offers Full Restitution and Unimpaired Quality of Life to Patients with Duplex Kidneys and Associated Pathologies: 30-year Follow-up at a Tertiary Referral Center. EUR UROL SUPPL 2023; 57:106-112. [PMID: 38020523 PMCID: PMC10658413 DOI: 10.1016/j.euros.2023.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/20/2023] [Indexed: 12/01/2023] Open
Abstract
Background Duplex kidneys may be associated with additional pathologies with an indication for surgery. Various surgical approaches have been described. However, little is known about long-term outcomes and quality of life (QoL) for these patients. Objective To present long-term outcomes and QoL data up to 30 yr after surgical treatment of duplex kidneys and associated pathologies. Design setting and participants We collected clinical and operative data for all patients who underwent surgery for complicated duplex kidney at our institution from 1990 to 2018. All patients were invited for a follow-up examination or telephone interview. Outcome measurements and statistical analysis We evaluated renal function, clinical outcomes, residual dilation of the upper urinary tract, and health-related QoL. Results and limitations Of the 176 patients included, 173 were available for follow-up (mean 140.5 mo). Surgical treatment involved an upper-tract, lower-tract, or combined approach in 11%, 56%, and 33% of cases, respectively. Rates of perioperative complications (8%) and secondary surgery (10%) were low. Overall, 95% of our patients achieved full restitution. Renal function was preserved in all cases, with recurrent urinary tract infections reported by just 2% and urinary incontinence by 1%. Good health-related QoL was reported by 98% of patients. Those without full restitution included six patients who underwent total nephrectomy and two boys who underwent multiple surgeries and urinary diversion. Our results are limited by their retrospective nature, including partly incomplete data sets. Conclusions Management of duplex kidneys and associated pathologies is complex and highly individual. By planning a personal approach for each patient it is possible to achieve full bodily integrity and good QoL for most of these patients. Patient summary Almost all patients undergoing surgery for duplex kidneys and associated pathologies will lead a life without body impairment and good quality of life.This trial is registered in the German Clinical Trials Register as DRKS00022542.
Collapse
Affiliation(s)
- Lidija Ujkic
- Department of Urology, University of Freiburg Medical Center, Freiburg, Germany
| | - Karsten Haeffner
- Department of Pediatric Nephrology, University of Freiburg Medical Center, Freiburg, Germany
| | - Friederike Praus
- Department of Urology, University of Freiburg Medical Center, Freiburg, Germany
| | - Martin Pohl
- Department of Pediatric Nephrology, University of Freiburg Medical Center, Freiburg, Germany
| | | | - Malte Kroenig
- Department of Pediatric Surgery, Altona Children’s Hospital, Hamburg, Germany
| | | | - Christian Gratzke
- Department of Urology, University of Freiburg Medical Center, Freiburg, Germany
| | - Martin Schoenthaler
- Department of Urology, University of Freiburg Medical Center, Freiburg, Germany
| |
Collapse
|
18
|
Teixido-Trujillo S, Luis-Lima S, López-Martínez M, Navarro-Díaz M, Díaz-Martín L, Escasany-Martínez E, Gaspari F, Rodríguez-Rodríguez AE. Measured GFR in murine animal models: review on methods, techniques, and procedures. Pflugers Arch 2023; 475:1241-1250. [PMID: 37552296 PMCID: PMC10567863 DOI: 10.1007/s00424-023-02841-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 08/09/2023]
Abstract
Chronic kidney disease (CKD) is one of the most common chronic diseases worldwide, with increasing rates of morbidity and mortality. Thus, early detection is essential to prevent severe adverse events and the progression of kidney disease to an end stage. Glomerular filtration rate (GFR) is the most appropriate index to evaluate renal function in both clinical practice and basic medical research. Several animal models have been developed to understand renal disease induction and progression. Specifically, murine models are useful to study the pathogenesis of renal damage, so a reliable determination of GFR is essential to evaluate the progression of CKD. However, as in clinical practise, the estimation of GFR in murine by levels of serum/urine creatinine or cystatin-C could not be accurate and needed other more reliable methods. As an alternative, the measurement of GFR by the clearance of exogenous markers like inulin, sinistrin, 51Cr-EDTA, 99mTc-DTPA, 125I-iothalamate, or iohexol could be performed. Nevertheless, both approaches-estimation or measurement of GFR-have their limitations and a standard method for the GFR determination has not been defined. Altogether, in this review, we aim to give an overview of the current methods for GFR assessment in murine models, describing each methodology and focusing on their advantages and limitations.
Collapse
Affiliation(s)
- Silvia Teixido-Trujillo
- Universidad de La Laguna, Faculty of Medicine, San Cristóbal de La Laguna, Spain
- Research Unit, Hospital Universitario de Canarias, San Cristóbal de La Laguna, Spain
| | - Sergio Luis-Lima
- Department of Laboratory Medicine, Complejo Hospitalario Universitario de Canarias, San Cristóbal de La Laguna, Spain
| | | | - Maruja Navarro-Díaz
- Department of Nephology, Hospital de Sant Joan Despí Moisès Broggi, Barcelona, Spain
| | - Laura Díaz-Martín
- Research Unit, Hospital Universitario de Canarias, San Cristóbal de La Laguna, Spain
- Instituto de Tecnologías Biomédicas (ITB), Universidad de la Laguna, San Cristóbal de La Laguna, Spain
| | - Elia Escasany-Martínez
- Lipobeta group. Departamento de Ciencias Básicas de la Salud, Facultad de Ciencias de la Salud, Universidad Rey Juan Carlos, Madrid, Spain
| | - Flavio Gaspari
- Instituto di Ricerche Farmacologiche Mario Negri (IRCCS), Clinical Research Center for Rare Diseases 'Aldo & Cele Daccò, Bergamo, Italy
| | - Ana Elena Rodríguez-Rodríguez
- Universidad de La Laguna, Faculty of Medicine, San Cristóbal de La Laguna, Spain.
- Research Unit, Hospital Universitario de Canarias, San Cristóbal de La Laguna, Spain.
- Instituto de Tecnologías Biomédicas (ITB), Universidad de la Laguna, San Cristóbal de La Laguna, Spain.
| |
Collapse
|
19
|
Marzuillo P, Iafusco D, Guarino S, Di Sessa A, Zanfardino A, Piscopo A, Luongo C, Capalbo D, Verde M, Aiello F, Festa A, Miraglia Del Giudice E, Grandone A. Euthyroid sick syndrome and its association with complications of type 1 diabetes mellitus onset. Pediatr Res 2023; 94:632-642. [PMID: 36721033 PMCID: PMC9887577 DOI: 10.1038/s41390-023-02494-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 12/28/2022] [Accepted: 01/15/2023] [Indexed: 02/01/2023]
Abstract
OBJECTIVE To evaluate (i) the prevalence and association of euthyroid sick syndrome (ESS) [decreased FT3 and/or FT4 and normal/decreased TSH] with severity indexes of type 1 diabetes mellitus (T1DM) onset such as diabetic ketoacidosis (DKA) and kidney damage [acute kidney injury (AKI) based on KDIGO criteria, acute tubular necrosis (ATN), renal tubular damage (RTD)], (ii) relationship between clinical/metabolic parameters at T1DM onset and thyroid hormones, and (iii) ESS as a prognostic indicator of delayed recovery from kidney damage. METHODS A total of 161 children with T1DM onset were included. RTD was defined by abnormal urinary beta-2-microglobulin and/or neutrophil gelatinase-associated lipocalin (NGAL) and/or tubular reabsorption of phosphate <85% and/or fractional excretion of Na>2%. ATN was defined by RTD+AKI. RESULTS Of 161 participants, 60 (37.3%) presented ESS. It was more prevalent in case of more severe T1DM presentation both in terms of metabolic derangement (DKA) and kidney function impairment (AKI, RTD and ATN). Only ATN, however, was associated with ESS at adjusted analysis. FT3 inversely correlated with serum triglycerides and creatinine, and urinary calcium/creatinine ratio and NGAL. Participants with euthyroidism showed earlier recovery from AKI than those with ESS. ESS spontaneously disappeared. CONCLUSIONS ESS is associated with T1DM onset severity and spontaneously disappears. ESS delayed the recovery from AKI. IMPACT This is the first longitudinal study describing in detail the relationship between clinical/metabolic factors at type 1 diabetes mellitus (T1DM) onset and thyroid hormones, with particular attention to the relationship between diabetic ketoacidosis (DKA)-related kidney function impairment and euthyroid sick syndrome (ESS). Participants with more severe T1DM onset presentation both in terms of metabolic derangement and kidney function impairment had an increased prevalence of ESS. Children with ESS had a slower recovery from acute kidney injury compared with those without ESS. ESS spontaneously disappeared in all participants.
Collapse
Affiliation(s)
- Pierluigi Marzuillo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy.
| | - Dario Iafusco
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Stefano Guarino
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Anna Di Sessa
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Angela Zanfardino
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Alessia Piscopo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Caterina Luongo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Daniela Capalbo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Martina Verde
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Francesca Aiello
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Adalgisa Festa
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Emanuele Miraglia Del Giudice
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| | - Anna Grandone
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli", Via Luigi De Crecchio 2, 80138, Napoli, Italy
| |
Collapse
|
20
|
Rodrigues A, Dias Domingues T, Nobre Jesus G, Garção A, Rodrigues AR, Jacinto Correia C, Leal Pereira C, Correia D, Beleza Á, Ribeiro JM. COVID-19-associated Coagulopathy Characterization using Rotational Thromboelastometry in a Prospective, Observational Cohort Study: The HemoCoV Study. ACTA MEDICA PORT 2023; 36:496-505. [PMID: 37429589 DOI: 10.20344/amp.19475] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 03/31/2023] [Indexed: 07/12/2023]
Abstract
INTRODUCTION COVID-19-associated coagulopathy includes systemic and endothelial inflammation with coagulation dysregulation related to immunothrombosis. The aim of this study was to characterize this complication of SARS-CoV-2 infection in patients with moderate to severe COVID-19. METHODS An open-label, prospective observational study conducted in patients with COVID-19 moderate to severe acute respiratory failure admitted to an intensive care unit (ICU). Coagulation testing, including thromboelastometry, biochemical analysis and clinical variables, were collected at prespecified time points during the 30 days of ICU stay. RESULTS The study included 145 patients, 73.8% male, with a median age of 68 years (interquartile range - IQR 55 - 74). The most prevalent comorbidities were arterial hypertension (63.4%), obesity (44.1%) and diabetes (22.1%). Simplified acute physiology score II (SAPS II) was on average 43.5 (11 - 105) and sequential organ failure assessment (SOFA) at admission was 7.5 (0 - 14). During ICU stay, 66.9% of patients underwent invasive mechanical ventilation and 18.4% extracorporeal membrane oxygenation support; thrombotic and hemorrhagic events occurred in 22.1% and 15.1% of the patients respectively; anticoagulation with heparin was present in 99.2% of patients since early ICU stay. Death occurred in 35% of patients. Longitudinal studies revealed changes in almost all coagulation tests during the ICU stay. SOFA score, lymphocyte counts, some biochemical, inflammatory and coagulation parameters, including hypercoagulability and hypofibrinolysis seen in thromboelastometry, differed significantly (p < 0.05), between ICU admission and discharge. Hypercoagulability and hypofibrinolysis persisted throughout ICU hospitalization, showing higher incidence and severity in non-survivors. CONCLUSION COVID-19-associated coagulopathy is characterized by hypercoagulability and hypofibrinolysis from ICU admission, and persisted throughout the clinical course in severe COVID-19. These changes were more pronounced in patients with higher disease burden and in non-survivors.
Collapse
Affiliation(s)
- Anabela Rodrigues
- Transfusion Medicine Department. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| | - Tiago Dias Domingues
- Centro de Estatística e Aplicações - CEAUL. Faculdade de Ciências. Universidade de Lisboa. Lisbon. Portugal
| | - Gustavo Nobre Jesus
- Intensive Medicine Department. Clínica Universitária de Medicina Intensiva. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon; Clínica Universitária de Medicina Intensiva. Faculdade de Medicina. Universidade de Lisboa. Lisbon. Portugal
| | - Ana Garção
- Transfusion Medicine Department. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| | - Ana Rita Rodrigues
- Intensive Medicine Department. Clínica Universitária de Medicina Intensiva. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| | - Catarina Jacinto Correia
- Transfusion Medicine Department. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| | - Carla Leal Pereira
- Transfusion Medicine Department. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| | - Dulce Correia
- Intensive Medicine Department. Clínica Universitária de Medicina Intensiva. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| | - Álvaro Beleza
- Transfusion Medicine Department. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| | - João Miguel Ribeiro
- Intensive Medicine Department. Clínica Universitária de Medicina Intensiva. Hospital Santa Maria. Centro Hospitalar Universitário Lisboa Norte. Lisbon. Portugal
| |
Collapse
|
21
|
Hu Z, Zhang F, Brenner M, Jacob A, Wang P. The protective effect of H151, a novel STING inhibitor, in renal ischemia-reperfusion-induced acute kidney injury. Am J Physiol Renal Physiol 2023; 324:F558-F567. [PMID: 37102684 PMCID: PMC10228668 DOI: 10.1152/ajprenal.00004.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 04/12/2023] [Accepted: 04/24/2023] [Indexed: 04/28/2023] Open
Abstract
Renal ischemia-reperfusion (RIR)-induced acute kidney injury (AKI) is a common renal functional disorder with high morbidity and mortality. Stimulator of interferon (IFN) genes (STING) is the cytosolic DNA-activated signaling pathway that mediates inflammation and injury. Our recent study showed that extracellular cold-inducible RNA-binding protein (eCIRP), a newly identified damage-associated molecular pattern, activates STING and exacerbates hemorrhagic shock. H151 is a small molecule that selectively binds to STING and inhibits STING-mediated activity. We hypothesized that H151 attenuates eCIRP-induced STING activation in vitro and inhibits RIR-induced AKI in vivo. In vitro, renal tubular epithelial cells incubated with eCIRP showed increased levels of IFN-β, STING pathway downstream cytokine, IL-6, tumor necrosis factor-α, and neutrophil gelatinase-associated lipocalin, whereas coincubation with eCIRP and H151 diminished those increases in a dose-dependent manner. In vivo, 24 h after bilateral renal ischemia-reperfusion, glomerular filtration rate was decreased in RIR-vehicle-treated mice, whereas glomerular filtration rate was unchanged in RIR-H151-treated mice. In contrast to sham, serum blood urea nitrogen, creatinine, and neutrophil gelatinase-associated lipocalin were increased in RIR-vehicle, but in RIR-H151, these levels were significantly decreased from RIR-vehicle. In contrast to sham, kidney IFN-β mRNA, histological injury score, and TUNEL staining were also increased in RIR-vehicle, but in RIR-H151, these levels were significantly decreased from RIR-vehicle. Importantly, in contrast to sham, in a 10-day survival study, survival decreased to 25% in RIR-vehicle, but RIR-H151 had a survival of 63%. In conclusion, H151 inhibits eCIRP-induced STING activation in renal tubular epithelial cells. Therefore, STING inhibition by H151 can be a promising therapeutic intervention for RIR-induced AKI.NEW & NOTEWORTHY Renal ischemia-reperfusion (RIR)-induced acute kidney injury (AKI) is a common renal functional disorder with a high morbidity and mortality rate. Stimulator of interferon genes (STING) is the cytosolic DNA-activated signaling pathway responsible for mediating inflammation and injury. Extracellular cold-inducible RNA-binding protein (eCIRP) activates STING and exacerbates hemorrhagic shock. H151, a novel STING inhibitor, attenuated eCIRP-induced STING activation in vitro and inhibited RIR-induced AKI. H151 shows promise as a therapeutic intervention for RIR-induced AKI.
Collapse
Affiliation(s)
- Zhijian Hu
- Center for Immunology and Inflammation, Feinstein Institutes for Medical Research, Manhasset, New York, United States
| | - Fangming Zhang
- Center for Immunology and Inflammation, Feinstein Institutes for Medical Research, Manhasset, New York, United States
| | - Max Brenner
- Center for Immunology and Inflammation, Feinstein Institutes for Medical Research, Manhasset, New York, United States
- Department of Surgery, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States
- Department of Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States
| | - Asha Jacob
- Center for Immunology and Inflammation, Feinstein Institutes for Medical Research, Manhasset, New York, United States
- Department of Surgery, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States
| | - Ping Wang
- Center for Immunology and Inflammation, Feinstein Institutes for Medical Research, Manhasset, New York, United States
- Department of Surgery, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States
- Department of Molecular Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States
| |
Collapse
|
22
|
Chirico V, Chimenz R. Renal Biomarkers and Novel Therapies in Pediatric Nephrology: From Chronic Kidney Disease to Renal Transplantation. J Clin Med 2023; 12:jcm12113810. [PMID: 37298005 DOI: 10.3390/jcm12113810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 05/25/2023] [Indexed: 06/12/2023] Open
Abstract
Chronic kidney disease (CKD), a growing problem with an estimated prevalence of 74 [...].
Collapse
Affiliation(s)
- Valeria Chirico
- Pediatric Nephrology and Dialysis Unit, University Hospital "G. Martino", 98124 Messina, Italy
| | - Roberto Chimenz
- Pediatric Nephrology and Dialysis Unit, University Hospital "G. Martino", 98124 Messina, Italy
| |
Collapse
|
23
|
Banday UZ, Nazir A, Fatima M, Swaleh SB, Al-Asadi M, Usmani N. Heavy metal-induced genotoxic, physiological, and biochemical responses in Schizothorax esocinus (Heckel 1838) inhabiting the Dal Lake, India, and phytoremediation by indwelling plants. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:65688-65701. [PMID: 37086321 DOI: 10.1007/s11356-023-27064-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 04/12/2023] [Indexed: 05/03/2023]
Abstract
Heavy metals have an immense impact on aquatic ecosystems, and their toxic effects are transferred to the inhabiting organisms. Experiments were conducted to investigate the health of snow trout Schizothorax esocinus inhabiting Dal Lake. Heavy metals (Cd > Ni > Cu > Cr) were found to accumulate in the major immune organs of the fish (head kidney, liver, spleen, thymus) which led to change in the overall physiology. The head kidney, liver, and spleen of a fish contain high amount of these metals. The least accumulation of these metals was found in the blood, whereas Cd and Ni were completely absent in the integument. Hepatic marker enzymes (aspartate aminotransferase (AST), alanine aminotransferase (ALT), and alkaline phosphatase (ALP)) were normal, while the renal marker enzyme creatine kinase showed marked difference in its value. The cortisol level was normal, while immunoglobulin M showed elevated level representing active immunity. At a cellular level, the histopathology of immune organs showed marked damage. Metallothionein (MT) and glutathione peroxidase (GPX) genes showed variable expression pattern in the immune organs with the head kidney showing the highest expression of both the genes, and blood showed the least. We observed that the aquatic plants (Nelumbo nucifera and Trapa natans) inhabiting the lake played an important role in phytoremediation. An integrated approach involving biochemical, hematological, genotoxic, and histopathological studies can provide a valuable information to understand fish adaptive patterns and monitor water quality.
Collapse
Affiliation(s)
- Umarah Zahoor Banday
- Aquatic Toxicology Laboratory, Department of Zoology, Aligarh Muslim University, Aligarh, 202002, India.
| | - Aafaq Nazir
- Interdisciplinary Centre for Water Research, Indian Institute of Science, Bengaluru, 560 012, India
- Institute of Oceanography, National Taiwan University, Taipei, 10617, Taiwan
| | - Muizzah Fatima
- Aquatic Toxicology Laboratory, Department of Zoology, Aligarh Muslim University, Aligarh, 202002, India
| | - Sadiya Binte Swaleh
- Aquatic Toxicology Laboratory, Department of Zoology, Aligarh Muslim University, Aligarh, 202002, India
| | - Moneeb Al-Asadi
- Aquatic Toxicology Laboratory, Department of Zoology, Aligarh Muslim University, Aligarh, 202002, India
| | - Nazura Usmani
- Aquatic Toxicology Laboratory, Department of Zoology, Aligarh Muslim University, Aligarh, 202002, India
| |
Collapse
|
24
|
McNamara PJ, Meiman D. Predicting the Effect of Renal Function on Systemic Clearance: Is a simple scaling method sufficient? J Pharm Sci 2023; 112:1724-1732. [PMID: 37023855 DOI: 10.1016/j.xphs.2023.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 03/13/2023] [Accepted: 03/13/2023] [Indexed: 04/08/2023]
Abstract
PURPOSE To employ a simple scaling method to predict systemic or oral clearance for drugs that are primarily renally cleared knowing the fraction eliminated in urine (fe) and a patient's renal function relative to healthy controls (SGFR). METHODS Observations evaluating drug clearance as a function of creatinine clearance for renally cleared drugs (fe >0.3) were obtained from literature sources. The analysis comprised of 82 unique drugs from 124 studies including 31 drugs with replicate studies. A simple scaler for renal function was employed and compared to the linear regression of available data. For drugs in which replicate studies were available, the ability of the linear regression (Cl vs ClCR) from one pharmacokinetic study was used to predict observations from an assigned replicate and compared to the scaling approach. RESULTS For patients categorized as severe kidney disease (ClCR fixed at 20 ml/min), the scalar tended to over predict some observations, but 92% of the predictions were within 50 - 200% of the observed data. For drugs with available replicates, the scalar was as good or better in predicting the influence of ClCR on systemic clearance from a separate study when comparing against the linear regression approach. CONCLUSION A scaling approach to account for alterations in drug clearance appears to have its advantages and represents a simple and generalizable method for guiding dose adjustments in patients with decreased renal function for drugs that are renally cleared (fe >0.3). In addition to its use in clinical practice, validation of this approach may have implications in facilitating more efficient drug development processes for designing dose-adjusted pharmacokinetic studies in patients with renal disease.
Collapse
Affiliation(s)
- Patrick J McNamara
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, 789 S. Limestone, 361. Lexington, KY 40536-0596
| | - Darius Meiman
- Division of Clinical Pharmacology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
| |
Collapse
|
25
|
Lijović L, Pelajić S, Hawchar F, Minev I, da Silva BHCS, Angelucci A, Ercole A, de Grooth HJ, Thoral P, Radočaj T, Elbers P. Diagnosing acute kidney injury ahead of time in critically ill septic patients using kinetic estimated glomerular filtration rate. J Crit Care 2023; 75:154276. [PMID: 36774818 DOI: 10.1016/j.jcrc.2023.154276] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/10/2023] [Accepted: 02/02/2023] [Indexed: 02/12/2023]
Abstract
INTRODUCTION Accurate and actionable diagnosis of Acute Kidney Injury (AKI) ahead of time is important to prevent or mitigate renal insufficiency. The purpose of this study was to evaluate the performance of Kinetic estimated Glomerular Filtration Rate (KeGFR) in timely predicting AKI in critically ill septic patients. METHODS We conducted a retrospective analysis on septic ICU patients who developed AKI in AmsterdamUMCdb, the first freely available European ICU database. The reference standard for AKI was the Kidney Disease: Improving Global Outcomes (KDIGO) classification based on serum creatinine and urine output (UO). Prediction of AKI was based on stages defined by KeGFR and UO. Classifications were compared by length of ICU stay (LOS), need for renal replacement therapy and 28-day mortality. Predictive performance and time between prediction and diagnosis were calculated. RESULTS Of 2492 patients in the cohort, 1560 (62.0%) were diagnosed with AKI by KDIGO and 1706 (68.5%) by KeGFR criteria. Disease stages had agreement of kappa = 0.77, with KeGFR sensitivity 93.2%, specificity 73.0% and accuracy 85.7%. Median time to recognition of AKI Stage 1 was 13.2 h faster for KeGFR, and 7.5 h and 5.0 h for Stages 2 and 3. Outcomes revealed a slight difference in LOS and 28-day mortality for Stage 1. CONCLUSIONS Predictive performance of KeGFR combined with UO criteria for diagnosing AKI is excellent. Compared to KDIGO, deterioration of renal function was identified earlier, most prominently for lower stages of AKI. This may shift the actionable window for preventing and mitigating renal insufficiency.
Collapse
Affiliation(s)
- Lada Lijović
- Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam Public Health, Amsterdam Cardiovascular Science, Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; Department of Anesthesiology, Intensive Care and Pain Management, University Hospital Center Sestre Milosrdnice, Zagreb, Croatia.
| | - Stipe Pelajić
- Department of Anesthesiology, Intensive Care and Pain Management, University Hospital Center Sestre Milosrdnice, Zagreb, Croatia
| | - Fatime Hawchar
- Department of Anesthesiology and Intensive Care, Albert Szent-Györgyi Health Center, University of Szeged, Hungary
| | - Ivaylo Minev
- Department of Anaesthesiology, Emergency and Intensive care medicine, Medical University of Plovdiv, University hospital St. George, Bulgaria
| | - Beatriz Helena Cermaria Soares da Silva
- Diretoria de Ciencias Medicas, Universidade Nove de Julho - Campus Guarulhos, Sao Paulo, Brazil; Departamento de Anesthesiologia, Dor e Terapia Intensiva, Universidade Federal de Sao Paolo, Sao Paolo, Brazil
| | - Alessandra Angelucci
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy
| | - Ari Ercole
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Harm-Jan de Grooth
- Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam Public Health, Amsterdam Cardiovascular Science, Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
| | - Patrick Thoral
- Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam Public Health, Amsterdam Cardiovascular Science, Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
| | - Tomislav Radočaj
- Department of Anesthesiology, Intensive Care and Pain Management, University Hospital Center Sestre Milosrdnice, Zagreb, Croatia
| | - Paul Elbers
- Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam Public Health, Amsterdam Cardiovascular Science, Amsterdam Institute for Infection and Immunity, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
| |
Collapse
|
26
|
Zhang SY, Mahler GJ. A glomerulus and proximal tubule microphysiological system simulating renal filtration, reabsorption, secretion, and toxicity. LAB ON A CHIP 2023; 23:272-284. [PMID: 36514972 DOI: 10.1039/d2lc00887d] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Microphysiological systems (MPS) are powerful predictive tools for assessing drug-induced kidney injuries. Previous MPS have examined single regions of the nephron, but lack simultaneous filtration, reabsorption, and secretion functionality. Here, we developed a partially open MPS that structurally and functionally recapitulated the glomerular filtration barrier, proximal tubular reabsorption, and secretion for seven days. The system introduced a recirculation circuit and an open filtrate output as a source of functional testing. As a proof-of-concept, a tri-culture of immortalized podocytes, umbilical vein endothelial cells, and proximal tubule (PCT) cells were housed in a single MPS: T-junction, glomerulus housing unit, and PCT chip. The MPS successfully retained blood serum protein, reabsorbed glucose, secreted creatinine, and expressed cell-type specific proteins (VE-cadherin, nephrin, and ZO-1). To simulate drug-induced kidney injuries, the system was perfused with cisplatin and adriamycin, and then tested using serum albumin filtration, glucose clearance, and lactate dehydrogenase release. The glomerulus and PCT MPS demonstrated a complex, dynamic microenvironment and recreated some in vivo-like functions in basal and drug-induced conditions, offering a novel prototype for preclinical testing.
Collapse
Affiliation(s)
- Stephanie Y Zhang
- Department of Biomedical Engineering, Binghamton University, PO Box 6000, Binghamton, NY, 13902, USA.
| | - Gretchen J Mahler
- Department of Biomedical Engineering, Binghamton University, PO Box 6000, Binghamton, NY, 13902, USA.
| |
Collapse
|
27
|
Prevalence and risk factors for functional iron deficiency in children with chronic kidney disease. Clin Exp Nephrol 2023; 27:66-71. [PMID: 36192566 DOI: 10.1007/s10157-022-02281-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Accepted: 09/21/2022] [Indexed: 01/07/2023]
Abstract
INTRODUCTION Anemia in chronic kidney disease (CKD) is multifactorial. The presence of functional iron deficiency (FID), whereby, there is a block in the transport of iron from macrophage to erythroid marrow is one possible etiology. In this study, we aim to assess the prevalence and risk factors of FID in pediatric CKD. METHODS A cross-sectional study was performed from March to December 2018, after obtaining Institute Ethical Clearance. Children aged ≤ 12 years with CKD, with or without iron supplementation who consented were enrolled. Patients on erythropoietin or on maintenance dialysis were excluded. Details of patients and diseases characteristics were recorded. Various laboratory parameters including complete blood count, red blood cell indices, hypochromic RBC, reticulocyte hemoglobin content, and serum ferritin were measured. Appropriate statistical tests were applied. RESULTS Out of 174 children, 127 (73%) had structural kidney disease as an etiology of CKD, and 110 (63%) had anemia. Prevalence of anemia was 44%, 43%, 74%, 64% and 92% in CKD stage 1, 2, 3, 4 and 5, respectively. Absolute iron deficiency was found in 66 (38%) even when some children were already on iron supplementation. FID was seen in 44 (25%) and on multivariate analysis, lower estimated glomerular filtration rate and mineral bone disease are associated risk factors. CONCLUSION FID is present in one-fourth of our CKD cohort. It should be considered when the response to adequate measures of improving hemoglobin level fails. More studies are required to know its impact on short-term and long-term patient-related outcomes such as quality of life and mortality.
Collapse
|
28
|
Jančič SG, Močnik M, Marčun Varda N. Glomerular Filtration Rate Assessment in Children. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9121995. [PMID: 36553437 PMCID: PMC9776896 DOI: 10.3390/children9121995] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/14/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
Glomerular filtration rate (GFR) measurement is a key tool for determining the degree of chronic kidney disease. The assessment of GFR is even more challenging in children than in adults with more variables in the equation than race and sex. Monitoring the progress of the kidney disease can therefore be difficult as in the initial stages of a decline in kidney function, there are no clinical signs. Due to children's growth and development, changes in muscle mass and growth impair GFR estimation based solely on serum creatinine values. More invasive methods of GFR measurement are more reliable, but techniques using ionising agents, requiring large volume blood samples or timed voiding, have limited application in children. This paper reviews the methods of measuring and determining glomerular filtration rate and kidney function in children.
Collapse
Affiliation(s)
- Sonja Golob Jančič
- Department of Paediatrics, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia
- Correspondence:
| | - Mirjam Močnik
- Department of Paediatrics, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia
| | - Nataša Marčun Varda
- Department of Paediatrics, University Medical Centre Maribor, Ljubljanska 5, 2000 Maribor, Slovenia
- Faculty of Medicine, University Medical Center Maribor, Taborska 8, 2000 Maribor, Slovenia
| |
Collapse
|
29
|
Abstract
A good understanding of kidney function tests is essential for patient care. Urinalysis is the commonest used test for screening purposes in ambulatory settings. Glomerular function is assessed further by urine protein excretion and estimated glomerular filtration rate and tubular function by various tests such as urine anion gap and excretion of sodium, calcium, and phosphate. In addition, kidney biopsy and/or genetic analyses may be required to further characterize the underlying kidney disease. In this article, we discuss maturation and the assessment of kidney function in children.
Collapse
Affiliation(s)
- Emil den Bakker
- Department of Pediatrics, Emma Children's Hospital, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam NL-1105 AZ, the Netherlands
| | - Arend Bökenkamp
- Department of Pediatric Nephrology, Emma Children's Hospital, Amsterdam University Medical Centers, Meibergdreef 9, Amsterdam NL-1105 AZ, the Netherlands
| | - Dieter Haffner
- Department of Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
| |
Collapse
|
30
|
Green EA, Metz D, Galinsky R, Atkinson R, Skuza EM, Clark M, Gunn AJ, Kirkpatrick CM, Hunt RW, Berger PJ, Nold-Petry CA, Nold MF. Anakinra Pilot - a clinical trial to demonstrate safety, feasibility and pharmacokinetics of interleukin 1 receptor antagonist in preterm infants. Front Immunol 2022; 13:1022104. [PMID: 36389766 PMCID: PMC9647081 DOI: 10.3389/fimmu.2022.1022104] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 10/10/2022] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Bronchopulmonary dysplasia (BPD), its complication pulmonary hypertension (BPD-PH) and preterm brain and gut injury lead to significant morbidity and mortality in infants born extremely prematurely. There is extensive evidence that the pro-inflammatory cytokine interleukin 1 (IL-1) plays a key role in the pathophysiology of these illnesses. Two decades of clinical use in paediatric and adult medicine have established an excellent safety and efficacy record for IL-1 blockade with IL-1 receptor antagonist (IL-1Ra, medication name anakinra). Building on robust pre-clinical evidence, the Anakinra Pilot trial aims to demonstrate safety and feasibility of administering anakinra to preterm infants, and to establish pharmacokinetics in this population. Its ultimate goal is to facilitate large studies that will test whether anakinra can ameliorate early-life inflammation, thus alleviating multiple complications of prematurity. METHODS AND ANALYSIS Anakinra Pilot is an investigator-initiated, single arm, safety and feasibility dose-escalation trial in extremely preterm infants born between 24 weeks 0 days (240) and 276 weeks of gestational age (GA). Enrolled infants will receive anakinra intravenously over the first 21 days after birth, starting in the first 24 h after birth. In the first phase, dosing is 1 mg/kg every 48 h, and dosage will increase to 1.5 mg/kg every 24 h in the second phase. Initial anakinra dosing was determined through population pharmacokinetic model simulations. During the study, there will be a interim analysis to confirm predictions before undertaking dose assessment. Anakinra therapy will be considered safe if the frequency of adverse outcomes/events does not exceed that expected in infants born at 240-276 weeks GA. CLINICAL TRIAL REGISTRATION https://clinicaltrials.gov/, identifier NCT05280340.
Collapse
Affiliation(s)
- Elys A. Green
- Department of Paediatrics, Monash University, Melbourne, VIC, Australia
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC, Australia
| | - David Metz
- Department of Paediatrics, Monash University, Melbourne, VIC, Australia
- Monash Children’s Hospital, Melbourne, VIC, Australia
- Murdoch Children’s Research Institute, Melbourne, VIC, Australia
| | - Robert Galinsky
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
| | - Rebecka Atkinson
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC, Australia
| | - Elizbeth M. Skuza
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
| | - Megan Clark
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC, Australia
- Faculty of Pharmacy and Pharmaceutical Science, Monash University, Melbourne, VIC, Australia
| | - Alistair J Gunn
- Department of Physiology, The University of Auckland, Auckland, New Zealand
| | - Carl M. Kirkpatrick
- Monash Institute for Pharmaceutical Sciences, Monash University, Melbourne, VIC, Australia
| | - Rod W. Hunt
- Department of Paediatrics, Monash University, Melbourne, VIC, Australia
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC, Australia
| | - Philip J. Berger
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
| | - Claudia A. Nold-Petry
- Department of Paediatrics, Monash University, Melbourne, VIC, Australia
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
| | - Marcel F. Nold
- Department of Paediatrics, Monash University, Melbourne, VIC, Australia
- The Ritchie Centre, Hudson Institute of Medical Research, Melbourne, VIC, Australia
- Monash Newborn, Monash Children’s Hospital, Melbourne, VIC, Australia
| |
Collapse
|
31
|
Palma PL, Guarino S, Di Sessa A, Rivetti G, Barlabà A, Scaglione F, Capalbo D, Papparella A, Miraglia del Giudice E, Marzuillo P. Diagnostic Performance of the Acute Kidney Injury Baseline Creatinine Equations in Children and Adolescents with Type 1 Diabetes Mellitus Onset. Diagnostics (Basel) 2022; 12:2268. [PMID: 36291958 PMCID: PMC9600775 DOI: 10.3390/diagnostics12102268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/14/2022] [Accepted: 09/18/2022] [Indexed: 11/17/2022] Open
Abstract
Three new equations for calculating the estimated basal serum creatinine (ebSCr) in hospitalized children have been developed: the simplified acute kidney injury (AKI) baseline creatinine (ABC) equation which considered only age in the formula; the equation including age and minimum creatinine (Crmin) within the initial 72 h from hospitalization (ABC-cr); and the equation including Crmin and height, weight, and age as squared values (ABC-advanced). We aimed to test the diagnostic performance of the ABC, ABC-cr and ABC-advanced equations in diagnosing AKI in 163 prospectively enrolled children with type 1 diabetes mellitus (T1DM) onset. We considered measured basal serum creatinine (mbSCr), the creatinine measured 14 days after T1DM onset. AKI was defined by the highest/basal serum creatine (HC/BC) ratio > 1.5. On the basis of the mbSCr, the AKI was diagnosed in 66/163 (40.5%) patients. This prevalence was lower than the prevalence of AKI diagnosed on the basis of ABC ebSCr (122/163 patients; 74.8%) (p < 0.001) and similar to the prevalence of AKI diagnosed on the basis of ABC-cr ebSCr (72/163 patients; 44.2%) (p = 0.5) and to the prevalence of AKI diagnosed on the basis of ABC-advanced ebSCr (69/163; 42.3%) (p = 0.73). AKI determined using ABC ebSCr, ABC-cr ebSCr and ABC-advanced ebSCr showed, respectively, 63.5% (kappa = 0.35; p < 0.001), 87.7% (kappa = 0.75; p < 0.001), and 87.1% (kappa = 0.74; p < 0.001) agreement with AKI determined using mbSCr. Using the HC/BC ratio calculated on the basis of mbSCr as gold standard, for Bland−Altman plots the HC/BC ratio calculated on the basis of ABC formula presented higher bias and wider limits of agreement compared with the HC/BC ratio calculated on the basis of ABC-cr and ABC-advanced formulas. In the receiver−operating characteristics (ROC) curve analysis the HC/BC ratio calculated on the basis of ABC ebSCr presented lower area under the ROC curve (AUROC) (AUROC = 0.89; 95%CI: 0.85−0.95; p < 0.001) compared with HC/BC ratio calculated on the basis of ABC-cr (AUROC = 0.94; 95%CI: 0.91−0.98; p < 0.001) or ABC-advanced ebSCr (AUROC = 0.914; 95%CI: 0.91−0.97; p < 0.001). In both Bland−Altman plots and ROC curve analysis, the ABC-cr and ABC-advanced formulas performed similarly. In conclusion, the ABC-cr and ABC-advanced formulas present very good diagnostic performance toward AKI identification in a population of children with T1DM onset.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | - Pierluigi Marzuillo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania “Luigi Vanvitelli”, Via Luigi De Crecchio 2, 80138 Naples, Italy
| |
Collapse
|
32
|
Liu WS, Lin CH, Li SY, Lin CC, Liu TY, Tan AC, Tsou HH, Chan HL, Lai YT. Perfluorooctanesulfonate Can Cause Negative Bias in Creatinine Measurement in Hemodialysis Patients Using Polysulfone Dialysis Membranes. MEMBRANES 2022; 12:778. [PMID: 36005693 PMCID: PMC9413667 DOI: 10.3390/membranes12080778] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 08/03/2022] [Accepted: 08/09/2022] [Indexed: 06/15/2023]
Abstract
Serum creatinine is an important clinical marker for renal clearance. However, two conventional methods (Jaffe and enzymatic) are prone to interferences with organic compounds as compared to the standard method (isotope dilution-liquid chromatography-mass spectrometry) and can cause a significant negative bias. Perfluorooctanesulfonate (PFOS) and perfluorooctanoic acid (PFOA) are two common perfluorochemicals (PFCs) that can easily be accumulated in humans. We aimed to verify whether this bias is the result of an accumulation of PFCs. The serum creatinine values of 124 hemodialysis patients were analyzed using the three methods. We also aimed to evaluate which biochemical parameters will influence the difference between the conventional methods and the standard method. We found that a significant underestimation occurred when using the conventional methods. Albumin is an independent factor associated with negative bias, but it loses this correlation after dialysis, likely due to the removal of protein-bound uremic toxins. PFOS can cause negative bias when using the enzymatic method. Furthermore, this linear correlation is more significant in patients who used polysulfone-based dialysis membranes, possibly due to the better clearance of other uremic toxins. The serum creatinine of uremic patients can be significantly underestimated when using conventional methods. PFCs, as well the type of dialysis membrane being used, can be influencing factors.
Collapse
Affiliation(s)
- Wen-Sheng Liu
- Division of Nephrology, Department of Medicine, Taipei City Hospital Zhongxing Branch, Taipei 103, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
- College of Science and Engineering, Fu Jen Catholic University, New Taipei City 242, Taiwan
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
- Department of Special Education, University of Taipei, Taipei 100, Taiwan
| | - Chien-Hung Lin
- School of Medicine, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
- College of Science and Engineering, Fu Jen Catholic University, New Taipei City 242, Taiwan
- Department of Pediatrics, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Szu-Yuan Li
- School of Medicine, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Chih-Ching Lin
- School of Medicine, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Tsung-Yun Liu
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
| | - Ann Charis Tan
- Division of Nephrology, Department of Medicine, Taipei Veterans General Hospital, Taipei 112, Taiwan
| | - Han-Hsing Tsou
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan
- Kim Forest Enterprise Co., Ltd., New Taipei City 221, Taiwan
| | - Hsiang-Lin Chan
- Department of Child Psychiatry, Chang Gung Memorial Hospital and University, Taoyuan 333, Taiwan
| | - Yen-Ting Lai
- College of Medicine, National Taiwan University, Taipei 100, Taiwan
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu 300, Taiwan
| |
Collapse
|
33
|
Guarino S, Rivetti G, Di Sessa A, De Lucia M, Palma PL, Miraglia del Giudice E, Polito C, Marzuillo P. Diagnostic Performance of Height-Estimated Baseline Creatinine in Diagnosing Acute Kidney Injury in Children with Type 1 Diabetes Mellitus Onset. CHILDREN (BASEL, SWITZERLAND) 2022; 9:899. [PMID: 35740836 PMCID: PMC9221623 DOI: 10.3390/children9060899] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 06/08/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022]
Abstract
At type 1 diabetes mellitus (T1DM) onset, acute kidney injury (AKI) is very common. To diagnose AKI, the availability of a baseline serum creatinine (bSCr) is pivotal. However, in most hospitalized children the bSCr is unknown. We aimed to test whether the bSCr estimated on the basis of height (ebSCr) could be a reliable surrogate for AKI diagnosis compared with the measured bSCr (mbSCr). As the mbSCr, we considered the creatinine measured 14 days after T1DM onset while ebSCr (mg/dL) = (k × height [cm])/120 mL/min/1.73 m2, where k = 0.55 for children and adolescent girls and k = 0.7 for adolescent boys. AKI was defined as serum creatinine values >1.5 times the baseline creatinine. Kappa statistics and the percentage of agreement in AKI classification by ebSCr−AKI versus mbSCr−AKI definition methods were calculated. Bland−Altman plots were used to show the agreement between the creatinine ratio (highest/baseline creatinine; HC/BC) calculated with mbSCr and ebSCr. The number of 163 patients with T1DM onset were included. On the basis of mbSCr, 66/163 (40.5%) presented AKI while, on the basis of ebSCr, 50/163 (30.7%) accomplished AKI definition. ebSCr showed good correlation with mbSCr using both the Spearman test (rho = 0.67; p < 0.001) and regression analysis (r = 0.68; p < 0.001). Moreover, at the Bland−Altman plots, the bias of the highest/baseline creatinine ratio calculated on the basis of the mbSCr compared to ebSCr was minimal (bias = −0.08 mg/dL; 95% limits of agreement = −0.23/0.39). AKI determined using ebSCr showed 90% agreement with AKI determined using mbSCr (kappa = 0.66; p < 0.001). Finally, we compared the area under a receiver−operating characteristic curve (AUROC) of HC/BC ratio calculated on the basis of ebSCr with AUROC of the gold standard HC/BC ratio calculated on the basis of mbSCr. As expected, the gold standard had an AUROC = 1.00 with a 95% confidence interval (CI) between 0.98 and 1.00, p < 0.001. The HC/BC ratio calculated on the basis of ebSCr also had significant AUROC (AUROC = 0.94; 95% CI: 0.90−0.97; p < 0.001). The comparison of the two ROC curves showed a p < 0.001. In conclusion, when mbSCr is unknown in patients with T1DM onset, the ebSCr calculated on the basis of height could be an alternative to orientate clinicians toward AKI diagnosis.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Pierluigi Marzuillo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania “Luigi Vanvitelli”, Via Luigi De Crecchio 2, 80138 Naples, Italy; (S.G.); (G.R.); (A.D.S.); (M.D.L.); (P.L.P.); (E.M.d.G.); (C.P.)
| |
Collapse
|
34
|
Marzuillo P, Di Sessa A, Iafusco D, Capalbo D, Polito C, Nunziata F, Miraglia del Giudice E, Montaldo P, Guarino S. Heart rate cut-offs to identify non-febrile children with dehydration and acute kidney injury. Eur J Pediatr 2022; 181:1967-1977. [PMID: 35092462 PMCID: PMC9056451 DOI: 10.1007/s00431-022-04381-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 01/10/2022] [Accepted: 01/11/2022] [Indexed: 11/06/2022]
Abstract
We hypothesized that the heart rate (HR) variation in an acute setting compared with HR in wellbeing status could be a good marker of both dehydration and acute kidney injury (AKI). Since HR in wellbeing status is unknown in most cases, we assumed as reliable surrogate the 50th percentile of HR according to age and gender. We evaluated if the estimated percentage of heart rate variation in acute setting compared with 50th percentile of HR (EHRV) could be marker of dehydration and AKI in children. Two independent cohorts, one prospective comprehending 185 children at type 1 diabetes mellitus onset (derivation) and one retrospective comprehending 151 children with acute gastroenteritis and pneumonia (validation), were used to develop and externally validate EHRV as predictor of the ≥ 5% dehydration and/or AKI composite outcome. Febrile patients were excluded. EHRV was calculated as ((HR at admission-50th percentile of HR)/HR at admission) × 100. The prevalences of ≥ 5% dehydration and AKI were 61.1% and 43.8% in the derivation and 34.4% and 24.5% in the validation cohort. For the ≥ 5% dehydration and/or AKI composite outcome, the area under receiver-operating characteristic curve of the EHRV in the derivation cohort was 0.69 (95%CI, 0.62-0.77; p < 0.001) and the best EHRV cut-off was > 24.5%. In the validation cohort, EHRV > 24.5% showed specificity = 100% (95%CI, 96.2-100.0), positive predictive value = 100%, and negative predictive value = 67.1% (95%CI, 64.7-69.5). The positive likelihood ratio was infinity, and odds ratio was not calculable because all the patients with EHRV > 24.5% showed ≥ 5% dehydration and/or AKI. Conclusions: EHRV appears a rather reliable marker of dehydration and AKI. Further validations could allow implementing EHRV in the clinical practice. What is Known: • Increased heart rate (HR) is an easily and quickly detectable sign of dehydration in childhood, but its cut-off to suspect dehydration or acute kidney injury (AKI) is not defined. What is New: • We found that a percentage of estimated HR variation in acute setting in comparison with 50th percentile of HR (EHRV)>24.5% predicted ≥5% dehydration and/or AKI in non-febrile patients. • We provide a one-page tool to suspect ≥5% dehydration and/or AKI on the basis of the HR. If furtherly validated, this tool could be implemented in the daily clinical practice.
Collapse
Affiliation(s)
- Pierluigi Marzuillo
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
| | - Anna Di Sessa
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
| | - Dario Iafusco
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
| | - Daniela Capalbo
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
| | - Cesare Polito
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
| | - Felice Nunziata
- Department of Pediatrics, AORN Sant’Anna E San Sebastiano, via Ferdinando Palasciano, Caserta, 81100 Italy
| | - Emanuele Miraglia del Giudice
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
| | - Paolo Montaldo
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
- Centre for Perinatal Neuroscience, Imperial College London, London, UK
| | - Stefano Guarino
- Department of Woman, Child and of General and Specialized Surgery, Università Degli Studi Della Campania “Luigi Vanvitelli, ” Via Luigi De Crecchio 2, Naples, Italy
| |
Collapse
|
35
|
Hansen-Estruch C, Cooper DK, Judd E. Physiological aspects of pig kidney xenotransplantation and implications for management following transplant. Xenotransplantation 2022; 29:e12743. [PMID: 35297098 PMCID: PMC9232961 DOI: 10.1111/xen.12743] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 02/19/2022] [Accepted: 03/03/2022] [Indexed: 12/16/2022]
Abstract
Successful organ transplantation between species is now possible, using genetic modifications. This article aims to provide a comprehensive overview of the differences and similarities in kidney function between humans, primates, and pigs, in preparation for pig-allograft to human xenotransplantation. The kidney, as the principal defender of body homeostasis, acts as a sensor, effector, and regulator of physiologic feedback systems. Considerations are made for anticipated effects on each system when a pig kidney is placed into a human recipient. Discussion topics include anatomy, global kidney function, sodium and water handling, kidney hormone production and response to circulating hormones, acid-base balance, and calcium and phosphorus handling. Based on available data, pig kidneys are anticipated to be compatible with human physiology, despite a few barriers.
Collapse
Affiliation(s)
- Christophe Hansen-Estruch
- Xenotransplantation Program, Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David K.C. Cooper
- Xenotransplantation Program, Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Eric Judd
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| |
Collapse
|
36
|
Pellicer-Valero ÓJ, Massaro GA, Casanova AG, Paniagua-Sancho M, Fuentes-Calvo I, Harvat M, Martín-Guerrero JD, Martínez-Salgado C, López-Hernández FJ. Neural Network-Based Calculator for Rat Glomerular Filtration Rate. Biomedicines 2022; 10:biomedicines10030610. [PMID: 35327412 PMCID: PMC8945373 DOI: 10.3390/biomedicines10030610] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 11/16/2022] Open
Abstract
Glomerular filtration is a pivotal process of renal physiology, and its alterations are a central pathological event in acute kidney injury and chronic kidney disease. Creatinine clearance (ClCr), a standard method for glomerular filtration rate (GFR) measurement, requires a long and tedious procedure of timed (usually 24 h) urine collection. We have developed a neural network (NN)-based calculator of rat ClCr from plasma creatinine (pCr) and body weight. For this purpose, matched pCr, weight, and ClCr trios from our historical records on male Wistar rats were used. When evaluated on the training (1165 trios), validation (389), and test sets (660), the model committed an average prediction error of 0.196, 0.178, and 0.203 mL/min and had a correlation coefficient of 0.863, 0.902, and 0.856, respectively. More importantly, for all datasets, the NN seemed especially effective at comparing ClCr among groups within individual experiments, providing results that were often more congruent than those measured experimentally. ACLARA, a friendly interface for this calculator, has been made publicly available to ease and expedite experimental procedures and to enhance animal welfare in alignment with the 3Rs principles by avoiding unnecessary stressing metabolic caging for individual urine collection.
Collapse
Affiliation(s)
- Óscar J. Pellicer-Valero
- Intelligent Data Analysis Laboratory (IDAL), Department Electronic Engineering, School of Engineering (ETSE-UV), Universitat de València, 46100 Valencia, Spain; (Ó.J.P.-V.); (M.H.); (J.D.M.-G.)
| | - Giampiero A. Massaro
- Institute of Biomedical Research of Salamanca, 37007 Salamanca, Spain; (G.A.M.); (A.G.C.); (M.P.-S.); (I.F.-C.); (C.M.-S.)
- Departmento de Fisiología y Farmacología, Universidad de Salamanca, 37007 Salamanca, Spain
- Fundación Instituto de Estudios de Ciencias de la Salud de Castilla y León, 42002 Soria, Spain
- Group of Translational Research on Renal and Cardiovascular Diseases (TRECARD), 37007 Salamanca, Spain
- National Network for Kidney Research REDINREN, RD016/0009/0025, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Alfredo G. Casanova
- Institute of Biomedical Research of Salamanca, 37007 Salamanca, Spain; (G.A.M.); (A.G.C.); (M.P.-S.); (I.F.-C.); (C.M.-S.)
- Departmento de Fisiología y Farmacología, Universidad de Salamanca, 37007 Salamanca, Spain
- Fundación Instituto de Estudios de Ciencias de la Salud de Castilla y León, 42002 Soria, Spain
- Group of Translational Research on Renal and Cardiovascular Diseases (TRECARD), 37007 Salamanca, Spain
- National Network for Kidney Research REDINREN, RD016/0009/0025, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - María Paniagua-Sancho
- Institute of Biomedical Research of Salamanca, 37007 Salamanca, Spain; (G.A.M.); (A.G.C.); (M.P.-S.); (I.F.-C.); (C.M.-S.)
- Departmento de Fisiología y Farmacología, Universidad de Salamanca, 37007 Salamanca, Spain
- Fundación Instituto de Estudios de Ciencias de la Salud de Castilla y León, 42002 Soria, Spain
- Group of Translational Research on Renal and Cardiovascular Diseases (TRECARD), 37007 Salamanca, Spain
- National Network for Kidney Research REDINREN, RD016/0009/0025, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Isabel Fuentes-Calvo
- Institute of Biomedical Research of Salamanca, 37007 Salamanca, Spain; (G.A.M.); (A.G.C.); (M.P.-S.); (I.F.-C.); (C.M.-S.)
- Departmento de Fisiología y Farmacología, Universidad de Salamanca, 37007 Salamanca, Spain
- Group of Translational Research on Renal and Cardiovascular Diseases (TRECARD), 37007 Salamanca, Spain
- National Network for Kidney Research REDINREN, RD016/0009/0025, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Mykola Harvat
- Intelligent Data Analysis Laboratory (IDAL), Department Electronic Engineering, School of Engineering (ETSE-UV), Universitat de València, 46100 Valencia, Spain; (Ó.J.P.-V.); (M.H.); (J.D.M.-G.)
| | - José D. Martín-Guerrero
- Intelligent Data Analysis Laboratory (IDAL), Department Electronic Engineering, School of Engineering (ETSE-UV), Universitat de València, 46100 Valencia, Spain; (Ó.J.P.-V.); (M.H.); (J.D.M.-G.)
- Disease and Theranostic Modelling Consortium (DisMOD), 37007 Salamanca, Spain
| | - Carlos Martínez-Salgado
- Institute of Biomedical Research of Salamanca, 37007 Salamanca, Spain; (G.A.M.); (A.G.C.); (M.P.-S.); (I.F.-C.); (C.M.-S.)
- Departmento de Fisiología y Farmacología, Universidad de Salamanca, 37007 Salamanca, Spain
- Group of Translational Research on Renal and Cardiovascular Diseases (TRECARD), 37007 Salamanca, Spain
- National Network for Kidney Research REDINREN, RD016/0009/0025, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Disease and Theranostic Modelling Consortium (DisMOD), 37007 Salamanca, Spain
| | - Francisco J. López-Hernández
- Institute of Biomedical Research of Salamanca, 37007 Salamanca, Spain; (G.A.M.); (A.G.C.); (M.P.-S.); (I.F.-C.); (C.M.-S.)
- Departmento de Fisiología y Farmacología, Universidad de Salamanca, 37007 Salamanca, Spain
- Fundación Instituto de Estudios de Ciencias de la Salud de Castilla y León, 42002 Soria, Spain
- Group of Translational Research on Renal and Cardiovascular Diseases (TRECARD), 37007 Salamanca, Spain
- National Network for Kidney Research REDINREN, RD016/0009/0025, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Disease and Theranostic Modelling Consortium (DisMOD), 37007 Salamanca, Spain
- Group of Biomedical Research on Critical Care (BioCritic), 47003 Valladolid, Spain
- Correspondence:
| |
Collapse
|
37
|
Wu Y, Allegaert K, Flint RB, Simons SHP, Krekels EHJ, Knibbe CAJ, Völler S. Prediction of glomerular filtration rate maturation across preterm and term neonates and young infants using inulin as marker. AAPS J 2022; 24:38. [PMID: 35212832 DOI: 10.1208/s12248-022-00688-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 01/30/2022] [Indexed: 11/30/2022] Open
Abstract
Describing glomerular filtration rate (GFR) maturation across the heterogeneous population of preterm and term neonates and infants is important to predict the clearance of renally cleared drugs. This study aims to describe the GFR maturation in (pre)term neonates and young infants (PNA < 90 days) using individual inulin clearance data (CLinulin). To this end, published GFR maturation models were evaluated by comparing their predicted GFR with CLinulin retrieved from literature. The best model was subsequently optimized in NONMEM V7.4.3 to better fit the CLinulin values. Our study evaluated seven models and collected 381 individual CLinulin values from 333 subjects with median (range) birthweight (BWb) 1880 g (580-4950), gestational age (GA) 34 weeks (25-43), current weight (CW) 1890 g (480-6200), postnatal age (PNA) 3 days (0-75), and CLinulin 2.20 ml/min (0.43-17.90). The De Cock 2014 model (covariates: BWb and PNA) performed the best in predicting CLinulin, followed by the Rhodin 2009 model (covariates: CW and postmenstrual age). The final optimized model shows that GFR at birth is determined by BWb, thereafter the maturation rate of GFR is dependent on PNA and GA, with a higher GA showing an overall faster maturation. To conclude, using individual CLinulin data, we found that a model for neonatal GFR requires a distinction between prenatal maturation quantified by BWb and postnatal maturation. To capture postnatal GFR maturation in (pre)term neonates and young infants, we developed an optimized model in which PNA-related maturation was dependent on GA.
Collapse
Affiliation(s)
- Yunjiao Wu
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Karel Allegaert
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands.,Departments of Development and Regeneration and Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Robert B Flint
- Department of Hospital Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Sinno H P Simons
- Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Elke H J Krekels
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Catherijne A J Knibbe
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.,Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands.,Department of Clinical Pharmacy, St Antonius Hospital, Nieuwegein, The Netherlands
| | - Swantje Völler
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands. .,Department of Pediatrics, Division of Neonatology, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands. .,Pharmacy, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.
| |
Collapse
|
38
|
Okazaki K, Fukuoka N, Kuboi T, Unemoto J, Kondo M, Kusaka T, Itoh S. Furosemide clearance in very preterm neonates early in life: A pilot study using scavenged samples. Pediatr Int 2022; 64:e14735. [PMID: 33848384 DOI: 10.1111/ped.14735] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 04/03/2021] [Accepted: 04/09/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Furosemide is an off-label drug, frequently used as a diuretic in neonates with oliguria and/or edema. Its clearance in preterm neonates is lower than in term neonates or children. We aimed, herein, to clarify furosemide clearance (CL) in very preterm (VP) neonates (<28 weeks' gestation) within the first 2 weeks of life and identify the factors predictive of the pharmacokinetics (PK) parameters, such as CL. METHODS Furosemide was administered at 0.5 or 1 mg/kg in a 0.5-h infusion via a syringe pump; blood samples were drawn from an artery or vein after the intravenous injection. The serum furosemide concentration was measured using high-performance liquid chromatography. The PK parameters were then analyzed using Bayesian estimation. RESULTS Thirteen blood samples were obtained from 10 VP neonates after intravenous injection. The mean postconceptional age and mean postnatal days at exposure to furosemide were 26.9 weeks and 7.1 days, respectively. The estimated mean CL was 16.5 mL/kg/h. The mean distribution volume (Vd) and elimination half-life (t1/2) were 0.37 L/kg and 15.3 h, respectively. Furosemide CL was negatively associated with serum creatinine (SCr) [CL = 84.2 - 67.1 × SCr (mg/dL)]. CONCLUSIONS Very preterm neonates within the first 2 weeks of life had a higher CL than subjects in other preterm neonatal studies. The SCr level was the sole parameter influencing furosemide CL and might serve as a good index for furosemide dosing in VP neonates.
Collapse
Affiliation(s)
- Kaoru Okazaki
- Department of Neonatology, Shikoku Medical Center for Children and Adults, Kagawa, Japan.,Department of Neonatology, Tokyo Metropolitan Children's Medical Center, Tokyo, Japan
| | - Noriyasu Fukuoka
- Laboratory of Hospital Pharmacy, School of Pharmacy, Nihon University, Chiba, Japan
| | - Toru Kuboi
- Department of Neonatology, Shikoku Medical Center for Children and Adults, Kagawa, Japan
| | - Jun Unemoto
- Department of Neonatology, Tokyo Metropolitan Children's Medical Center, Tokyo, Japan
| | - Masatoshi Kondo
- Department of Neonatology, Tokyo Metropolitan Children's Medical Center, Tokyo, Japan
| | - Takashi Kusaka
- Department of Pediatrics, Kagawa University, Kagawa, Japan
| | - Susumu Itoh
- Department of Pediatrics, Kagawa University, Kagawa, Japan
| |
Collapse
|
39
|
Evaluation of proximal tubule functions in children with COVID-19: a prospective analytical study. World J Pediatr 2022; 18:607-612. [PMID: 35505147 PMCID: PMC9064720 DOI: 10.1007/s12519-022-00552-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 04/03/2022] [Indexed: 01/08/2023]
Abstract
BACKGROUND There are limited numbers of studies focusing on renal effects of coronavirus disease 2019 (COVID-19) infection and proximal tubular dysfunction in children with COVID-19 infections. The purpose of this study was to evaluate the functions of the proximal tubule in hospitalized children with confirmed acute COVID-19. METHODS The children who were hospitalized for confirmed COVID-19 were included in this prospective descriptive analysis. The presence of at least two of the following four abnormalities was used to diagnose proximal tubule injury: abnormal tubular reabsorption of phosphate, normoglycemic glycosuria, hyperuricosuria, and proteinuria. RESULTS A total of 115 patients were included in the study. About a third of the individuals had elevated blood creatinine levels or proteinuria. In addition, abnormal renal tubular phosphate loss measured by renal tubular phosphate loss was found in 10 (8.7%) patients, as was hyperuricosuria in 28.6%. As a result, total proximal tubular dysfunction was found in 24 (20.9%) patients. CONCLUSIONS One in every five children with acute COVID-19 infections had proximal tubular dysfunction, according to our data. Although, the rate of proximal tubular dysfunction was lower than in adults, it should be noted. The recovery of proximal tubular function in children with COVID-19 should be followed.
Collapse
|
40
|
Malik SI, Abideen ZU, Alam MF, Khan R, Habib R, Shah SU. Glomerular Filtration Rate Estimation With Commonly Used Methods Among Healthy Live Kidney Donors of South Punjab, Pakistan. Cureus 2021; 13:e19588. [PMID: 34956743 PMCID: PMC8675590 DOI: 10.7759/cureus.19588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/14/2021] [Indexed: 12/03/2022] Open
Abstract
Background Accurate estimation of the donor’s glomerular filtration rate (GFR) is crucial for not only ensuring the medical appropriateness of the donor but also for the prediction of future allograft performance. The aim of this study was to compare the GFR estimation formulas and 24-hour urine creatinine clearance with diethylene triamine pentaacetic acid (DTPA) renal scan GFR. Methods This cross-sectional study was done at the Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, Pakistan from September 2018 to September 2021. A total of 92 potential healthy live-related kidney donors of both genders, aged 18 to 60 years having body mass index below 35 kg/m2 were included. GFR was calculated with modification of diet in renal disease (MDRD), Cockcroft-Gault (CG), chronic kidney disease epidemiology (CKD-EPI) equations as well as by 24-hour urine creatinine clearance. DTPA renal scan was done to record GFR findings. GFR was compared using analysis of variance (ANOVA) among different methods. Results Out of a total of 92 individuals, 49 (53.3%) were male and 43 (46.7%) female. Mean age and BMI were noted to be 34.62±10.57 years and 24.40±2.71 kg/m2, respectively. Statistically significant differences existed between various methods of GFR estimation (p<0.001). Mean GFR as per DTPA renal scan findings was noted to be 97.32±9.39 ml/min/1.73 m2. Difference of 31.48±20.81, 27.37±21.1, 23.38±6.38, 15.52±37.52 was noted in estimated GFR (ml/min/1.73 m2) with CG formula, MDRD formula, EPI-CKD formula and 24-hour urine creatinine clearance respectively when compared with DTPA renal scan findings. The highest proportion of patients was seen with normal GFR with DTPA renal scan findings as 83 (90.2%) individuals while 24-hour urine creatinine clearance observed these to be 59 (64.1%), CG EPI-CKD formula 44 (47.8%), MDRD formula 39 (42.4%) and 40 (43.5%) with CG formula. Conclusion None of the GFR estimation methods resulted in similar findings. With reference to the DTPA renal scan, 24-hour urine creatinine clearance was the closest GFR estimation followed by CKD-EPI and MDRD equations.
Collapse
Affiliation(s)
- Suhail Iqbal Malik
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid-e-Azam Medical College, Bahawalpur, PAK
| | - Zain Ul Abideen
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Muhammad Fiyaz Alam
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Raheel Khan
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Rashid Habib
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Syed Umair Shah
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| |
Collapse
|
41
|
van de Velde ME, den Bakker E, Blufpand HN, Kaspers GL, Abbink FCH, Kors AWA, Wilhelm AJ, Honeywell RJ, Peters GJ, Stoffel-Wagner B, Buffart LM, Bökenkamp A. Carboplatin Dosing in Children Using Estimated Glomerular Filtration Rate: Equation Matters. Cancers (Basel) 2021; 13:5963. [PMID: 34885072 PMCID: PMC8656997 DOI: 10.3390/cancers13235963] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 11/17/2021] [Accepted: 11/19/2021] [Indexed: 11/16/2022] Open
Abstract
Renal function-based carboplatin dosing using measured glomerular filtration rate (GFR) results in more consistent drug exposure than anthropometric dosing. We aimed to validate the Newell dosing equation using estimated GFR (eGFR) and study which equation most accurately predicts carboplatin clearance in children with retinoblastoma. In 13 children with retinoblastoma 38 carboplatin clearance values were obtained from individual fits using MWPharm++. Carboplatin exposure (AUC) was calculated from administered dose and observed carboplatin clearance and compared to predicted AUC calculated with a carboplatin dosing equation (Newell) using different GFR estimates. Different dosing regimens were compared in terms of accuracy, bias and precision. All patients had normal eGFR. Carboplatin exposure using cystatin C-based eGFR equations tended to be more accurate compared to creatinine-based eGFR (30% accuracy 76.3-89.5% versus 76.3-78.9%, respectively), which led to significant overexposure, especially in younger (aged ≤ 2 years) children. Of all equations, the Schwartz cystatin C-based equation had the highest accuracy and lowest bias. Although anthropometric dosing performed comparably to many of the eGFR equations overall, we observed a weight-dependent change in bias leading to underdosing in the smallest patients. Using cystatin C-based eGFR equations for carboplatin dosing in children leads to more accurate carboplatin-exposure in patients with normal renal function compared to anthropometric dosing. In children with impaired kidney function, this trend might be more pronounced. Anthropometric dosing is hampered by a weight-dependent bias.
Collapse
Affiliation(s)
- Mirjam E. van de Velde
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Oncology, 1081 HV Amsterdam, The Netherlands; (H.N.B.); (A.W.A.K.); (G.L.K.)
- Department of Pediatric Oncology/Hematology, Amsterdam UMC, 1081 HV Amsterdam, The Netherlands
| | - Emil den Bakker
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Nephrology, 1081 HV Amsterdam, The Netherlands; (E.d.B.); (A.B.)
| | - Hester N. Blufpand
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Oncology, 1081 HV Amsterdam, The Netherlands; (H.N.B.); (A.W.A.K.); (G.L.K.)
| | - Gertjan L. Kaspers
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Oncology, 1081 HV Amsterdam, The Netherlands; (H.N.B.); (A.W.A.K.); (G.L.K.)
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Floor C. H. Abbink
- Emma Children’s Hospital, Amsterdam UMC, Amsterdam Medical Center, Pediatric Oncology, 1081 HV Amsterdam, The Netherlands;
| | - Arjenne W. A. Kors
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Oncology, 1081 HV Amsterdam, The Netherlands; (H.N.B.); (A.W.A.K.); (G.L.K.)
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Abraham J. Wilhelm
- Amsterdam UMC, Vrije Universiteit Amsterdam, Clinical Pharmacology and Pharmacy, 1081 HV Amsterdam, The Netherlands;
| | - Richard J. Honeywell
- Laboratory of Medical Oncology, Amsterdam University Medical Center, VUMC, 1081 HV Amsterdam, The Netherlands; (R.J.H.); (G.J.P.)
| | - Godefridus J. Peters
- Laboratory of Medical Oncology, Amsterdam University Medical Center, VUMC, 1081 HV Amsterdam, The Netherlands; (R.J.H.); (G.J.P.)
- Department of Biochemistry, Medical University of Gdansk, 80-210 Gdansk, Poland
| | - Birgit Stoffel-Wagner
- Institute for Clinical Chemistry and Clinical Pharmacology, University of Bonn-Medical Center, 53127 Bonn, Germany;
| | - Laurien M. Buffart
- Department of Epidemiology and Biostatistics, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
| | - Arend Bökenkamp
- Emma Children’s Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Pediatric Nephrology, 1081 HV Amsterdam, The Netherlands; (E.d.B.); (A.B.)
| |
Collapse
|
42
|
Paioni P, Jäggi VF, Tilen R, Seiler M, Baumann P, Bräm DS, Jetzer C, Haid RTU, Goetschi AN, Goers R, Müller D, Coman Schmid D, Meyer zu Schwabedissen HE, Rinn B, Berger C, Krämer SD. Gentamicin Population Pharmacokinetics in Pediatric Patients-A Prospective Study with Data Analysis Using the saemix Package in R. Pharmaceutics 2021; 13:1596. [PMID: 34683889 PMCID: PMC8541459 DOI: 10.3390/pharmaceutics13101596] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 09/21/2021] [Accepted: 09/26/2021] [Indexed: 01/13/2023] Open
Abstract
The aminoglycoside gentamicin is used for the empirical treatment of pediatric infections. It has a narrow therapeutic window. In this prospective study at University Children's Hospital Zurich, Switzerland, we aimed to characterize the pharmacokinetics of gentamicin in pediatric patients and predict plasma concentrations at typical recommended doses. We recruited 109 patients aged from 1 day to 14 years, receiving gentamicin (7.5 mg/kg at age ≥ 7 d or 5 mg/kg). Plasma levels were determined 30 min, 4 h and 24 h after the infusion was stopped and then transferred, together with patient data, to the secure BioMedIT node Leonhard Med. Population pharmacokinetic modeling was performed with the open-source R package saemix on the SwissPKcdw platform in Leonhard Med. Data followed a two-compartment model. Bodyweight, plasma creatinine and urea were identified as covariates for clearance, with bodyweight as a covariate for central and peripheral volumes of distribution. Simulations with 7.5 mg/kg revealed a 95% CI of 13.0-21.2 mg/L plasma concentration at 30 min after the stopping of a 30-min infusion. At 24 h, 95% of simulated plasma levels were <1.8 mg/L. Our study revealed that the recommended dosing is appropriate. It showed that population pharmacokinetic modeling using R provides high flexibility in a secure environment.
Collapse
Affiliation(s)
- Paolo Paioni
- Division of Infectious Diseases and Hospital Epidemiology, University Children’s Hospital Zurich, Steinwiesstrasse 75, CH-8032 Zurich, Switzerland; (V.F.J.); (R.T.)
| | - Vera F. Jäggi
- Division of Infectious Diseases and Hospital Epidemiology, University Children’s Hospital Zurich, Steinwiesstrasse 75, CH-8032 Zurich, Switzerland; (V.F.J.); (R.T.)
| | - Romy Tilen
- Division of Infectious Diseases and Hospital Epidemiology, University Children’s Hospital Zurich, Steinwiesstrasse 75, CH-8032 Zurich, Switzerland; (V.F.J.); (R.T.)
- Biopharmacy, Department Pharmaceutical Sciences, University Basel, Klingelbergstrasse 50, CH-4056 Basel, Switzerland; (R.G.); (H.E.M.z.S.)
| | - Michelle Seiler
- Pediatric Emergency Department, University Children’s Hospital Zurich, Steinwiesstrasse 75, CH-8032 Zurich, Switzerland;
| | - Philipp Baumann
- Department of Intensive Care and Neonatology, University Children’s Hospital Zurich, Steinwiesstrasse 75, CH-8032 Zurich, Switzerland;
| | - Dominic S. Bräm
- Biopharmacy, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 4, CH-8093 Zurich, Switzerland; (D.S.B.); (C.J.); (R.T.U.H.); (A.N.G.)
| | - Carole Jetzer
- Biopharmacy, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 4, CH-8093 Zurich, Switzerland; (D.S.B.); (C.J.); (R.T.U.H.); (A.N.G.)
| | - Robin T. U. Haid
- Biopharmacy, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 4, CH-8093 Zurich, Switzerland; (D.S.B.); (C.J.); (R.T.U.H.); (A.N.G.)
| | - Aljoscha N. Goetschi
- Biopharmacy, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 4, CH-8093 Zurich, Switzerland; (D.S.B.); (C.J.); (R.T.U.H.); (A.N.G.)
| | - Roland Goers
- Biopharmacy, Department Pharmaceutical Sciences, University Basel, Klingelbergstrasse 50, CH-4056 Basel, Switzerland; (R.G.); (H.E.M.z.S.)
| | - Daniel Müller
- Institute of Clinical Chemistry, University Hospital Zurich, Rämistr. 100, CH-8091 Zurich, Switzerland;
| | - Diana Coman Schmid
- Scientific IT Services, ETH Zurich, Binzmühlestrasse 130, CH-8092 Zurich, Switzerland; (D.C.S.); (B.R.)
- SIB Swiss Institute of Bioinformatics, Quartier Sorge-Batiment Amphipole, CH-1015 Lausanne, Switzerland
| | | | - Bernd Rinn
- Scientific IT Services, ETH Zurich, Binzmühlestrasse 130, CH-8092 Zurich, Switzerland; (D.C.S.); (B.R.)
- SIB Swiss Institute of Bioinformatics, Quartier Sorge-Batiment Amphipole, CH-1015 Lausanne, Switzerland
| | - Christoph Berger
- Division of Infectious Diseases and Hospital Epidemiology, University Children’s Hospital Zurich, Steinwiesstrasse 75, CH-8032 Zurich, Switzerland; (V.F.J.); (R.T.)
| | - Stefanie D. Krämer
- Biopharmacy, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 4, CH-8093 Zurich, Switzerland; (D.S.B.); (C.J.); (R.T.U.H.); (A.N.G.)
| |
Collapse
|
43
|
Devrim F, Çağlar İ, Acar SO, Akkuş Ş, Dinçel N, Yılmaz E, Tahta N, Demirağ B, Karapınar TH, Gözmen S, Oymak Y, Vergin C, Bayram N, Devrim İ. Evaluation of renal effects of liposomal amphotericin B in children with malignancies with KDIGO and RIFLE criteria. Nephrol Ther 2021; 17:507-511. [PMID: 34535406 DOI: 10.1016/j.nephro.2021.06.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/23/2021] [Accepted: 06/27/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Amphotericin B is a broad-spectrum antifungal agent and is the backbone of the treatment for medically important opportunistic fungal pathogens in children. This study aimed to compare the nephrotoxicity associated with L-AmB in children with acute lymphoblastic leukemia and acute myeloid leukemia. MATERIALS AND METHODS A total of 112 pediatric acute lymphoblastic leukemia or acute myeloid leukemia patients who received treatment with L-AmB (Ambisome®) at the University of Health Sciences Dr Behcet Uz Children's Hospital over 7 years were included. The incidence of hypokalemia, decreased estimated glomerular filtration rate and presence of acute kidney injury was recorded. RESULTS The average L-AmB treatment duration was 17.1±15.0 days. Five patients (4.4%) of the patients had grade I acute renal injury according to KDIGO criteria and 16 patients (14.2%) had increased risk for kidney injury according to RIFLE criteria. There were no patients with eGFR decrease above 50% and no renal injury and failure were observed during L-AmB treatment. The rate of patients with hypokalemia in the pre-treatment was 17.9% and the post-L-AmB group was 50.0%. The rate of hypokalemia was higher in the post-treatment group (P=0.0015). Among the 112 patients, only two patients (1.7%) required cessation of L-AmB treatment due to resistant hypokalemia despite supplementation. CONCLUSIONS Hypokalemia was more common compared to glomerulotoxicity and acute renal injury (according to KDIGO and RIFLE criteria) in pediatric leukemia patients treated with L-AmB. Hypokalemia developed in nearly half of the patients and the study shows the need for randomized controlled trials and strategies for hypokalemia associated with L-AmB treatment.
Collapse
Affiliation(s)
- Fatma Devrim
- Department of pediatric nephrology, Dr Behçet Uz child disease and pediatric surgery training and research hospital, İzmir, Turkey.
| | - İlknur Çağlar
- Department of pediatric infectious diseases, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Sultan Okur Acar
- Department of pediatric hematology and oncology, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Şeyma Akkuş
- Department of pediatrics, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Nida Dinçel
- Department of pediatric nephrology, Dr Behçet Uz child disease and pediatric surgery training and research hospital, İzmir, Turkey
| | - Ebru Yılmaz
- Department of pediatric nephrology, Dr Behçet Uz child disease and pediatric surgery training and research hospital, İzmir, Turkey
| | - Neryal Tahta
- Department of pediatric hematology and oncology, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Bengü Demirağ
- Department of pediatric hematology and oncology, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Tuba Hilkay Karapınar
- Department of pediatric hematology and oncology, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Salih Gözmen
- Department of pediatric hematology and oncology, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Yeşim Oymak
- Department of pediatric hematology and oncology, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Canan Vergin
- Department of pediatric hematology and oncology, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - Nuri Bayram
- Department of pediatric infectious diseases, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| | - İlker Devrim
- Department of pediatric infectious diseases, Dr Behçet Uz children's diseases and surgery training and research hospital, İzmir, Turkey
| |
Collapse
|
44
|
Youssry I, Makar S, Abdelkhalek K, Hisham D, Sawires H. Comparing different markers of tubular dysfunction in transfusion-dependent thalassemia patients. Int Urol Nephrol 2021; 54:421-428. [PMID: 34165679 DOI: 10.1007/s11255-021-02914-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 06/06/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Renal tubular dysfunction was reported in transfusion-dependent thalassemia (TDT) patients and ranges from mild to severe. The objectives of our study were identification of the best marker of early renal tubular dysfunction in TDT patients among the three most commonly used urinary biomarkers, named neutrophil gelatinase-associated lipocalin (NGAL), retinol-binding protein (RBP) and N-acetyl-D-glucosaminidase (NAG) and correlation of these biomarkers with different patient variables. METHODOLOGY Sixty-one TDT patients and another 62 healthy children were enrolled in a cross-sectional study. Morning urine samples were taken for measurement of calcium, phosphorus, creatinine, microalbumin and markers of tubular dysfunction (NGAL, NAG and RBP). Urine NGAL/creatinine (UrNGAL/Cr), urine NAG/creatinine (UrNAG/Cr) and urine RBP/creatinine (UrRBP/Cr) ratios were used for accuracy. Patients were classified into 2 groups: group A, with tubular dysfunction and group b, without tubular dysfunction. RESULTS Group A showed statistically significant higher UrNGAL/Cr (p < 0.001), UrRBP/Cr (p < 0.001) and UrNAG/Cr (p <0.001) than group B. In group A, microalbuminuria was detected only in 7 patients (28%) while it was detected in 12 patients (33.3%) in group B. By using ROC curve analysis, the diagnostic cutoff values for UrNGAL/Cr, UrRBP/Cr and UrNAG/Cr were 3713.38, 1614.85 and 56.56 ng/g, respectively. We found a statistically significant superiority of UrNGAL/Cr over UrRBP/Cr (p < 0.001) and UrRBP/Cr over UrNAG/Cr (p < 0.001). CONCLUSION Evaluation of UrNGAL/Cr, UrRBP/Cr and UrNAG/Cr could early discriminate tubular dysfunction TDT patients from those with normal tubular function. UrNGAL/Cr is more accurate in early detection of tubular dysfunction when compared with the other two biomarkers.
Collapse
Affiliation(s)
- Ilham Youssry
- Pediatric Department, Cairo University, Cairo, Egypt
| | - Samuel Makar
- Pediatric Department, Cairo University, Cairo, Egypt
| | | | - Dina Hisham
- Chemical Pathology Department, Cairo University, Cairo, Egypt
| | - Happy Sawires
- Pediatric Department, Cairo University, Cairo, Egypt.
| |
Collapse
|
45
|
Marzuillo P, Iafusco D, Zanfardino A, Guarino S, Piscopo A, Casaburo F, Capalbo D, Ventre M, Arienzo MR, Cirillo G, De Luca Picione C, Esposito T, Montaldo P, Di Sessa A, Miraglia Del Giudice E. Acute Kidney Injury and Renal Tubular Damage in Children With Type 1 Diabetes Mellitus Onset. J Clin Endocrinol Metab 2021; 106:e2720-e2737. [PMID: 33595665 DOI: 10.1210/clinem/dgab090] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 12/28/2020] [Indexed: 11/19/2022]
Abstract
CONTEXT Acute kidney injury (AKI) and renal tubular damage (RTD), especially if complicated by acute tubular necrosis (ATN), could increase the risk of later chronic kidney disease. No prospective studies on AKI and RTD in children with type1diabetes mellitus (T1DM) onset are available. OBJECTIVES To evaluate the AKI and RTD prevalence and their rate and timing of recovery in children with T1DM onset. DESIGN Prospective study. SETTINGS AND PATIENTS 185 children were followed up after 14 days from T1DM onset. The patients who did not recover from AKI/RTD were followed-up 30 and 60 days later. MAIN OUTCOME MEASURES AKI was defined according to the KDIGO criteria. RTD was defined by abnormal urinary beta-2-microglobulin and/or neutrophil gelatinase-associated lipocalin and/or tubular reabsorption of phosphate < 85% and/or fractional excretion of Na (FENa) > 2%. ATN was defined by RTD+AKI, prerenal (P)-AKI by AKI+FENa < 1%, and acute tubular damage (ATD) by RTD without AKI. RESULTS Prevalence of diabetic ketoacidosis (DKA) and AKI were 51.4% and 43.8%, respectively. Prevalence of AKI in T1DM patients with and without DKA was 65.2% and 21.1%, respectively; 33.3% reached AKI stage 2, and 66.7% of patients reached AKI stage 1. RTD was evident in 136/185 (73.5%) patients (32.4% showed ATN; 11.4%, P-AKI; 29.7%, ATD). All patients with DKA or AKI presented with RTD. The physiological and biochemical parameters of AKI and RTD were normal again in all patients. The former within 14 days and the latter within 2months. CONCLUSIONS Most patients with T1DM onset may develop AKI and/or RTD, especially if presenting with DKA. Over time the physiological and biochemical parameters of AKI/RTD normalize in all patients.
Collapse
Affiliation(s)
- Pierluigi Marzuillo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Dario Iafusco
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Angela Zanfardino
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Stefano Guarino
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Alessia Piscopo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Francesca Casaburo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Daniela Capalbo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Maria Ventre
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Maria Rosaria Arienzo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Grazia Cirillo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Carla De Luca Picione
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Tiziana Esposito
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Paolo Montaldo
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Anna Di Sessa
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| | - Emanuele Miraglia Del Giudice
- Department of Woman, Child and of General and Specialized Surgery, Università degli Studi della Campania "Luigi Vanvitelli," Napoli, Italy
| |
Collapse
|
46
|
Iacobelli S, Guignard JP. Maturation of glomerular filtration rate in neonates and infants: an overview. Pediatr Nephrol 2021; 36:1439-1446. [PMID: 32529323 DOI: 10.1007/s00467-020-04632-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 05/16/2020] [Accepted: 05/27/2020] [Indexed: 11/25/2022]
Abstract
Glomerular filtration rate (GFR) increases progressively throughout fetal life, matures rapidly after birth according to gestational and post-menstrual age, and reaches adult values by 1-year post-natal age. GFR is considered the best marker of kidney function, and in clinical practice, estimated GFR is useful to anticipate complications, establish prognosis, and facilitate treatment decisions. This review article summarizes the maturation of glomerular filtration and the factors and conditions that modulate and impair developing glomerular filtration, and discusses the techniques available to assess GFR in neonates and infants. We focused on simple, reliable, easily available, and cheap techniques to estimate GFR, which may provide valuable information on the renal aspects of the clinical care of this group of patients.
Collapse
Affiliation(s)
- Silvia Iacobelli
- Néonatologie, Réanimation Néonatale et Pédiatrique, CHU La Réunion, Site Sud, Saint Pierre, France. .,Centre d'Etudes Périnatales de l'Océan Indien, EA 7388, CHU La Réunion, Site Sud, Saint Pierre et Université de la Réunion, Réunion, France.
| | | |
Collapse
|
47
|
Sangla F, Marti PE, Verissimo T, Pugin J, de Seigneux S, Legouis D. Measured and Estimated Glomerular Filtration Rate in the ICU: A Prospective Study. Crit Care Med 2021; 48:e1232-e1241. [PMID: 33044285 DOI: 10.1097/ccm.0000000000004650] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVES To compare estimated glomerular filtration rate using classical static and kinetic equations with measured glomerular filtration rate assessed by plasma iohexol clearance in a mixed population of critical care patients. PATIENTS Unselected patients older than 18 and admitted to a general ICU. DESIGN Interventional prospective single center study. INTERVENTION Measurement of glomerular filtration rate by the plasma clearance of an IV single dose of iohexol and estimation of glomerular filtration rate with creatinine or cystatin C-based standard and kinetic equations as well as urinary creatinine clearance. MEASUREMENTS AND MAIN RESULTS Sixty-three patients were included with a median age of 66 years old. The median measured glomerular filtration rate was 51 mL/min/1.73 m (interquartile range, 19-85 mL/min/1.73 m). All used equations displayed significant biases, high errors, and poor accuracy when compared with measured glomerular filtration rate, overestimating renal function. The highest accuracy and lowest error were observed with cystatin C-based chronic kidney disease epidemiology collaboration equations. Both modification of diet in renal disease and Cockcroft-Gault equations displayed the lowest performance. Kinetic models did not improve performances, except in patients with unstable creatinine levels. Creatinine- but not cystatin C-based estimations largely derived over ICU stay, which appeared more related to sarcopenia than fluid balance. Finally, estimated glomerular filtration rate misclassified patients according to classical glomerular filtration rate categories in approximately half of the studied cases. CONCLUSIONS All known estimated glomerular filtration rate equations displayed high biases and unacceptable errors when compared with measured glomerular filtration rate in a mixed ICU population, with the lowest performance related to creatinine-based equations compared with cystatin C. In the ICU, we advocate for caution when using creatinine based estimated glomerular filtration rate equations. Drifting of serum creatinine levels over time should also be taken into consideration when assessing renal function in the ICU.
Collapse
Affiliation(s)
- Fréderic Sangla
- Division of Intensive Care, Department of Acute Medicine, University Hospital of Geneva, Geneva, Switzerland
| | - Pierre Emmanuel Marti
- Division of Intensive Care, Department of Acute Medicine, University Hospital of Geneva, Geneva, Switzerland
| | - Thomas Verissimo
- Laboratory of Nephrology, Department of Medicine and Cell Physiology, University hospital and University of Geneva, Geneva, Switzerland
| | - Jérôme Pugin
- Division of Intensive Care, Department of Acute Medicine, University Hospital of Geneva, Geneva, Switzerland
| | - Sophie de Seigneux
- Laboratory of Nephrology, Department of Medicine and Cell Physiology, University hospital and University of Geneva, Geneva, Switzerland.,Service of Nephrology, Department of Internal Medicine Specialties, University Hospital of Geneva, Geneva, Switzerland
| | - David Legouis
- Division of Intensive Care, Department of Acute Medicine, University Hospital of Geneva, Geneva, Switzerland.,Laboratory of Nephrology, Department of Medicine and Cell Physiology, University hospital and University of Geneva, Geneva, Switzerland
| |
Collapse
|
48
|
Amiri S, Akbarabadi M, Abdolali F, Nikoofar A, Esfahani AJ, Cheraghi S. Radiomics analysis on CT images for prediction of radiation-induced kidney damage by machine learning models. Comput Biol Med 2021; 133:104409. [PMID: 33940534 DOI: 10.1016/j.compbiomed.2021.104409] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 04/14/2021] [Accepted: 04/14/2021] [Indexed: 01/08/2023]
Abstract
INTRODUCTION We aimed to assess the power of radiomic features based on computed tomography to predict risk of chronic kidney disease in patients undergoing radiation therapy of abdominal cancers. METHODS 50 patients were evaluated for chronic kidney disease 12 months after completion of abdominal radiation therapy. At the first step, the region of interest was automatically extracted using deep learning models in computed tomography images. Afterward, a combination of radiomic and clinical features was extracted from the region of interest to build a radiomic signature. Finally, six popular classifiers, including Bernoulli Naive Bayes, Decision Tree, Gradient Boosting Decision Trees, K-Nearest Neighbor, Random Forest, and Support Vector Machine, were used to predict chronic kidney disease. Evaluation criteria were as follows: accuracy, sensitivity, specificity, and area under the ROC curve. RESULTS Most of the patients (58%) experienced chronic kidney disease. A total of 140 radiomic features were extracted from the segmented area. Among the six classifiers, Random Forest performed best with the accuracy and AUC of 94% and 0.99, respectively. CONCLUSION Based on the quantitative results, we showed that a combination of radiomic and clinical features could predict chronic kidney radiation toxicities. The effect of factors such as renal radiation dose, irradiated renal volume, and urine volume 24-h on CKD was proved in this study.
Collapse
Affiliation(s)
- Sepideh Amiri
- Department of Information Technology, Faculty of Electrical and Computer Engineering, University of Tehran, Tehran, Iran.
| | - Mina Akbarabadi
- Department of Information Technology, Faculty of Industrial Engineering, K. N. Toosi University of Technology, Tehran, Iran.
| | - Fatemeh Abdolali
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, Alberta University, Edmonton, AB, Canada.
| | - Alireza Nikoofar
- Department of Radiation Oncology, Faculty of Medicine, Iran University of Medical Sciences, Tehran, Iran.
| | - Azam Janati Esfahani
- Department of Medical Biotechnology, School of Paramedical Sciences and Cellular and Molecular Research Center, Research Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran.
| | - Susan Cheraghi
- Radiation Biology Research Center, Iran University of Medical Sciences, Tehran, Iran; Department of Radiation Sciences, Faculty of Allied Medicine, Iran University of Medical Sciences, Tehran, Iran.
| |
Collapse
|
49
|
|
50
|
Physical Training Is a Potential Modifier of Risk for Contrast-Induced Acute Kidney Injury in Diabetes Mellitus. BIOMED RESEARCH INTERNATIONAL 2020; 2020:1830934. [PMID: 33282938 PMCID: PMC7688348 DOI: 10.1155/2020/1830934] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 10/16/2020] [Accepted: 10/23/2020] [Indexed: 11/24/2022]
Abstract
Background Iodinated contrast (IC) is a leading cause of hospital-based acute kidney injury (AKI). Contrast-induced acute kidney injury (CI-AKI) is a decline in renal function due to iodinated contrast administration and occurs more frequently in individuals with increasingly common risk factors, such as diabetes mellitus (DM). Physical training (PT) can have renoprotective effects on CI-AKI in diabetic nephropathy. The aim of this study was to evaluate the injury in kidneys of diabetic rats submitted to treatment with IC, evaluating the impact of PT on hemodynamics and renal function in addition to oxidative profile in diabetic rats submitted to IC-AKI. Materials and Methods Adult male Wistar rats are randomized into four groups: citrate (n = 7): control group, citrate buffer (streptozotocin-STZ vehicle), intravenous tail (iv), single dose; DM (n = 7): STZ, 60 mg/kg, iv, single dose; DM+IC (n = 7): DM rats treated with IC (sodium meglumine ioxithalamate, 6 mL/kg, intraperitoneal (ip), single dose); DM+IC+PT (n = 7): DM rats treated with IC as mentioned and submitted to physical training. Renal function parameters (inulin clearance, neutrophil gelatinase-associated lipocalin (NGAL), serum creatinine, and urinary albumin), hemodynamics (renal blood flow and renal vascular resistance), and oxidative profile (urinary peroxides, urinary TBARS, urinary nitric oxide, and renal tissue thiols) were evaluated. Results It was possible to observe a decrease in inulin clearance, renal blood flow, and thiols in renal tissue accompanied by an increase in urinary flow, serum creatinine, urinary albumin, renal vascular resistance, urinary peroxides, urinary nitrate, and TBARS in the DM group compared to the citrate group. The DM+IC group showed a reduction in inulin clearance, and the renal dysfunction was also seen by the increased NGAL. Renal hemodynamics and oxidative profile compared were also worsened in the DM group. PT improved renal function by increasing renal blood flow and thiol levels in renal tissue and reduced renal vascular resistance, metabolites of reactive oxygen, nitrogen species, and lipid peroxidation in the DM+IC+PT group compared to DM+IC. Conclusions Our results confirmed that DM induction increases renal vulnerability to the toxicity of IC and an association between DM with IC predisposes to severe AKI with reduced renal function alongside with renal hemodynamic alterations and oxidative mechanism of injury. The PT showed a renoprotective effect in DM animals subjected to damage with IC by modulating renal hemodynamics and oxidative profile, confirming a potential to modify the risk of CI-AKI when diabetes mellitus is present.
Collapse
|