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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.
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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.
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Miller WG, Kaufman HW, Levey AS, Straseski JA, Wilhelms KW, Yu HYE, Klutts JS, Hilborne LH, Horowitz GL, Lieske J, Ennis JL, Bowling JL, Lewis MJ, Montgomery E, Vassalotti JA, Inker LA. National Kidney Foundation Laboratory Engagement Working Group Recommendations for Implementing the CKD-EPI 2021 Race-Free Equations for Estimated Glomerular Filtration Rate: Practical Guidance for Clinical Laboratories. Clin Chem 2021; 68:511-520. [PMID: 34918062 DOI: 10.1093/clinchem/hvab278] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 12/03/2021] [Indexed: 11/14/2022]
Abstract
Recognizing that race is a social and not a biological construct, healthcare professionals and the public have called for removal of race in clinical algorithms. In response, the National Kidney Foundation and the American Society of Nephrology created the Task Force on Reassessing the Inclusion of Race in Diagnosing Kidney Diseases to examine the issue and provide recommendations. The final report from the Task Force recommends calculating estimated glomerular filtration rate (eGFR) without a race coefficient using the recently published CKD-EPI 2021 creatinine and creatinine-cystatin C equations. The Task Force recommends immediately replacing older eGFRcr equations (MDRD Study and CKD-EPI 2009) with the new CKD-EPI 2021 equation. In a 2019 survey by the College of American Pathologists, 23% of 6200 laboratories reporting eGFRcr used an incorrect equation that is not suitable for use with standardized creatinine measurements, 34% used the CKD-EPI 2009 equation and 43% used the MDRD Study 2006 equation re-expressed for standardized creatinine measurement. Rapid transition to using the CKD-EPI 2021 equation is an opportunity for laboratories to standardize to a single equation to eliminate differences in eGFRcr due to different equations used by different laboratories, and to report eGFR without use of race. We provide guidance to laboratories for implementing the CKD-EPI 2021 equations for both eGFRcr and eGFRcr-cys.
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Lichtenecker DCK, Argeri R, Castro CHDM, Dias-da-Silva MR, Gomes GN. Cross-sex testosterone therapy modifies the renal morphology and function in female rats and might underlie increased systolic pressure. Clin Exp Pharmacol Physiol 2021; 48:978-986. [PMID: 33711175 DOI: 10.1111/1440-1681.13495] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 07/05/2020] [Accepted: 03/09/2021] [Indexed: 12/12/2022]
Abstract
Testosterone esters are hormones commonly used for affirming gender identity in transmen. The present study evaluates the effect of testosterone on renal morphology and function in an animal model submitted to cross-sex hormone therapy used for transmen. Two-month-old Wistar rats were divided into three groups: male control (MC), female control (FC), and female on testosterone therapy (FTT). The FTT group received testosterone cypionate (3.0 mg/kg, i.m.), and the MC and MF groups received vehicle oil every 10 days for 4 months. Renal function and indirect systolic blood pressure (SBP) measurements were evaluated at 6 months of age. Plasma and urine concentrations of urea, creatinine, sodium, potassium, osmolality, and glomerular filtration rate (GFR) were measured. The kidneys were weighed, paraffin-embedded, and histological sections were prepared to evaluate the glomerular area. We verified that the FTT group, in comparison to FC, had increased kidney weight [MC, 3.2 ± 0.05; FC, 1.8 ± 0.04; FTT, 2.2 ± 0.06; g], decreased urine osmolarity [MC, 486.9 ± 18.3; FC, 1012.0 ± 5.4; FTT, 768.2 ± 40.3 mOsm/L/g kw], reduced GFR [MC, 0.77 ± 0.04; FC, 0.78 ± 0.02; FTT, 0.67 ± 0.03; mL/min/g kw], larger glomerular area [MC, 9334 ± 120.8; FC, 7884 ± 112.8; FTT, 9078 ± 133.4 µm2 ], and higher SBP [MC, 126 ± 3.4; FC, 119 ± 1.0; FTT, 131 ± 1.4; mmHg]. Sodium excretion was higher in FC and FTT in comparison to MC [MC, 0.34 ± 0.05; FC, 0.56 ± 0.06; FTT, 0.54 ± 0.04; mEq/24 h/g kw]. Cross-sex hormone therapy with testosterone in female rats induces renal morphofunctional changes and may underlie increased systolic pressure, suggesting an adaptation similar to what is observed in transmen on long-term testosterone therapy.
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Affiliation(s)
- Débora Conte Kimura Lichtenecker
- Laboratory of Renal Physiology, Department of Physiology, Escola Paulista de Medicina, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Rogerio Argeri
- Laboratory of Renal Physiology, Department of Physiology, Escola Paulista de Medicina, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Charlles Heldan de Moura Castro
- Rheumatology Division, Department of Medicine, Escola Paulista de Medicina, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Magnus Regios Dias-da-Silva
- Laboratory of Molecular and Translational Endocrinology, Endocrinology Division, Department of Medicine, Escola Paulista de Medicina, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Guiomar Nascimento Gomes
- Laboratory of Renal Physiology, Department of Physiology, Escola Paulista de Medicina, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
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Collister D, Saad N, Christie E, Ahmed S. Providing Care for Transgender Persons With Kidney Disease: A Narrative Review. Can J Kidney Health Dis 2021. [PMID: 33552529 DOI: 10.1177/2054358120985379.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Purpose of review Nephrologists are increasingly providing care to transgender individuals with chronic kidney disease (CKD). However, they may lack familiarity with this patient population that faces unique challenges. The purpose of this review is to discuss the care of transgender persons and what nephrologists should be aware of when providing care to their transgender patients. Sources of information Original research articles were identified from MEDLINE and Google Scholar using the search terms "transgender," "gender," "sex," "chronic kidney disease," "end stage kidney disease," "dialysis," "transplant," and "nephrology." Methods A focused review and critical appraisal of existing literature regarding the provision of care to transgender men and women with CKD including dialysis and transplant to identify specific issues related to gender-affirming therapy and chronic disease management in transgender persons. Key findings Transgender persons are at an increased risk of adverse outcomes compared with the cisgender population including mental health, cardiovascular disease, malignancy, sexually transmitted infections, and mortality. Individuals with CKD have a degree of hypogonadotropic hypogonadism and decreased levels of endogenous sex hormones; therefore, transgender persons with CKD may require reduced exogenous sex hormone dosing. Exogenous estradiol therapy increases the risk of venous thromboembolism and cardiovascular disease which may be further increased in CKD. Exogenous testosterone therapy increases the risk of polycythemia which should be closely monitored. The impact of gender-affirming hormone therapy on glomerular filtration rate (GFR) trajectory in CKD is unclear. Gender-affirming hormone therapy with testosterone, estradiol, and anti-androgen therapies changes body composition and lean body mass which influences creatinine generation and the performance for estimated glomerular filtration rate (eGFR) equations in transgender persons. Confirmation of eGFR with measured GFR is reasonable if an accurate knowledge of GFR is needed for clinical decision-making. Limitations There are limited studies regarding the intersection of transgender persons and kidney disease and those that exist are mostly case reports. Randomized controlled trials and observational studies in nephrology do not routinely differentiate between cisgender and transgender participants. Implications This review highlights important considerations for providing care to transgender persons with kidney disease. Additional research is needed to evaluate the performance of eGFR equations in transgender persons, the effects of gender-affirming hormone therapy, and the impact of being transgender on outcomes in persons with kidney disease.
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Affiliation(s)
- David Collister
- Department of Medicine, Division of Nephrology, University of Manitoba, Winnipeg, Canada.,Chronic Disease Innovation Center, Seven Oaks General Hospital, Winnipeg, MB, Canada
| | - Nathalie Saad
- Department of Medicine, Division of Endocrinology, University of Calgary, AB, Canada
| | - Emily Christie
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Canada
| | - Sofia Ahmed
- Department of Medicine, Division of Nephrology, University of Calgary, AB, Canada.,Libin Cardiovascular Institute, University of Calgary, AB, Canada
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Collister D, Saad N, Christie E, Ahmed S. Providing Care for Transgender Persons With Kidney Disease: A Narrative Review. Can J Kidney Health Dis 2021; 8:2054358120985379. [PMID: 33552529 PMCID: PMC7829603 DOI: 10.1177/2054358120985379] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 11/12/2020] [Indexed: 01/01/2023] Open
Abstract
Purpose of review: Nephrologists are increasingly providing care to transgender individuals with
chronic kidney disease (CKD). However, they may lack familiarity with this
patient population that faces unique challenges. The purpose of this review
is to discuss the care of transgender persons and what nephrologists should
be aware of when providing care to their transgender patients. Sources of information: Original research articles were identified from MEDLINE and Google Scholar
using the search terms “transgender,” “gender,” “sex,” “chronic kidney
disease,” “end stage kidney disease,” “dialysis,” “transplant,” and
“nephrology.” Methods: A focused review and critical appraisal of existing literature regarding the
provision of care to transgender men and women with CKD including dialysis
and transplant to identify specific issues related to gender-affirming
therapy and chronic disease management in transgender persons. Key findings: Transgender persons are at an increased risk of adverse outcomes compared
with the cisgender population including mental health, cardiovascular
disease, malignancy, sexually transmitted infections, and mortality.
Individuals with CKD have a degree of hypogonadotropic hypogonadism and
decreased levels of endogenous sex hormones; therefore, transgender persons
with CKD may require reduced exogenous sex hormone dosing. Exogenous
estradiol therapy increases the risk of venous thromboembolism and
cardiovascular disease which may be further increased in CKD. Exogenous
testosterone therapy increases the risk of polycythemia which should be
closely monitored. The impact of gender-affirming hormone therapy on
glomerular filtration rate (GFR) trajectory in CKD is unclear.
Gender-affirming hormone therapy with testosterone, estradiol, and
anti-androgen therapies changes body composition and lean body mass which
influences creatinine generation and the performance for estimated
glomerular filtration rate (eGFR) equations in transgender persons.
Confirmation of eGFR with measured GFR is reasonable if an accurate
knowledge of GFR is needed for clinical decision-making. Limitations: There are limited studies regarding the intersection of transgender persons
and kidney disease and those that exist are mostly case reports. Randomized
controlled trials and observational studies in nephrology do not routinely
differentiate between cisgender and transgender participants. Implications: This review highlights important considerations for providing care to
transgender persons with kidney disease. Additional research is needed to
evaluate the performance of eGFR equations in transgender persons, the
effects of gender-affirming hormone therapy, and the impact of being
transgender on outcomes in persons with kidney disease.
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Affiliation(s)
- David Collister
- Department of Medicine, Division of Nephrology, University of Manitoba, Winnipeg, Canada.,Chronic Disease Innovation Center, Seven Oaks General Hospital, Winnipeg, MB, Canada
| | - Nathalie Saad
- Department of Medicine, Division of Endocrinology, University of Calgary, AB, Canada
| | - Emily Christie
- Department of Medicine, Division of Nephrology, University of Alberta, Edmonton, Canada
| | - Sofia Ahmed
- Department of Medicine, Division of Nephrology, University of Calgary, AB, Canada.,Libin Cardiovascular Institute, University of Calgary, AB, Canada
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