1
|
D’Antonio M, Arthur TD, Gonzalez Rivera WG, Wu X, Nguyen JP, Gymrek M, Woo-Yeong P, Frazer KA. Genetic analysis of elevated levels of creatinine and cystatin C biomarkers reveals novel genetic loci associated with kidney function. Hum Mol Genet 2025; 34:751-764. [PMID: 39927731 PMCID: PMC12010162 DOI: 10.1093/hmg/ddaf018] [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: 07/17/2024] [Revised: 01/22/2025] [Accepted: 01/30/2025] [Indexed: 02/11/2025] Open
Abstract
The rising prevalence of chronic kidney disease (CKD), affecting an estimated 37 million adults in the United States, presents a significant global health challenge. CKD is typically assessed using estimated Glomerular Filtration Rate (eGFR), which incorporates serum levels of biomarkers such as creatinine and cystatin C. However, these biomarkers do not directly measure kidney function; their elevation in CKD results from diminished glomerular filtration. Genome-wide association studies (GWAS) based on eGFR formulas using creatinine (eGFRcre) or cystatin C (eGFRcys) have identified distinct non-overlapping loci, raising questions about whether these loci govern kidney function or biomarker metabolism. In this study, we show that GWAS on creatinine and cystatin C levels in healthy individuals reveal both nonoverlapping genetic loci impacting their metabolism as well as overlapping genetic loci associated with kidney function; whereas GWAS on elevated levels of these biomarkers uncover novel loci primarily associated with kidney function in CKD patients.
Collapse
Affiliation(s)
- Matteo D’Antonio
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
| | - Timothy D Arthur
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
- Biomedical Sciences Graduate Program, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
| | - Wilfredo G Gonzalez Rivera
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
| | - Ximei Wu
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
| | - Jennifer P Nguyen
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
| | - Melissa Gymrek
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
- Department of Computer Science and Engineering, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
- Department of Medicine, University of California San Diego, 9500 Gilman Dr., La Jolla, CA 92093, United States
| | - Park Woo-Yeong
- Division of Nephrology, Department of Internal Medicine, Keimyung University School of Medicine, Keimyung University Dongsan Hospital, 1035 Dalgubeol-daero, Daegu, Republic of Korea
| | - Kelly A Frazer
- Department of Pediatrics, University of California San Diego, 9500 Gilman Dr., La Jolla, CA, 92093, United States
- Institute of Genomic Medicine, University of California San Diego, 9500 Gilman Dr, 9500 Gilman Dr., La Jolla, CA 92093, United States
| |
Collapse
|
2
|
Zhang C, Zhang DD, Feng YM, Huang ZQ, Xie YB, Zhou J, Li J. Relationship between morning peak phenomenon and early renal injury NGAL in H-type hypertension. Blood Press 2022; 31:200-206. [PMID: 35941820 DOI: 10.1080/08037051.2022.2106186] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
PURPOSE To investigate the relationship between morning blood pressure surge (MBPS) and neutrophilgelatinase associated lipocalin (NGAL) in patients with H-type hypertension. MATERIALS AND METHODS A total of 224 patients with diagnosed H-type hypertension [homocysteine (Hcy)≧10umol/L] were selected and underwent 24-hour ambulatory blood pressure monitoring (ABPM). In the morning peak group (115 cases), NGAL and serum cystatin C levels, β2-microglobulin levels were detected in each group, and general biochemical indicators were also detected. RESULTS There was no significant difference in the course of hypertension, age, blood glucose, blood lipids, Hcy, BUN, Cr, and UA between the two groups (p > 0.05). CysC, β2-MG were higher than those in the nonmorning peak group, and the difference was statistically significant (p < 0.05).; Pearson correlation analysis showed that NGAL was moderately and highly correlated with CysC, systolic blood pressure morning peak, β2-MG, and high (p < 0.05), low-density lipoprotein (LDL-C), and Hcy were lowly correlated (p < 0.05).) and morning peak diastolic blood pressure (p > 0.05); multiple linear stepwise regression analysis indicated that morning peak systolic blood pressure, CysC,β2-MG, and FBG were the risk factors for NGAL. CONCLUSION The morning peak of systolic blood pressure in H-type hypertension is an important factor causing kidney injury. Paying attention to the ambulatory blood pressure monitoring and the control of morning peak blood pressure in patients with H-type hypertension, and early screening of NGAL has important clinical significance for the early prevention and treatment of renal injury in patients with H-type hypertension. PLAIN LANGUAGE SUMMARYThe morning peak of blood pressure is closely related to target organ damage.There are few studies on the relationship between morning peak phenomenon and renal damage in patients with H-type hypertension at home and abroad.We investigated the relationship between MBPS and NGAL in H-type hypertensive patients with BUN, Cr and UA in the normal range to provide a clinical basis for early renal protection in hypertensive patients.
Collapse
Affiliation(s)
- Chi Zhang
- Department of Neurology, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Dan-Dan Zhang
- Department of General Practice, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Yu-Mei Feng
- Department of General Practice, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Zhan-Qiang Huang
- Department of General Practice, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Yun-Bo Xie
- Department of General Practice, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Jian Zhou
- Department of General Practice, Affiliated Hospital of Chengde Medical College, Chengde, China
| | - Jun Li
- Department of General Practice, Affiliated Hospital of Chengde Medical College, Chengde, China
| |
Collapse
|