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Park H, Na KR, Hwang Y, Han S, Park K, Park H, Lee EJ, Ham YR, Ahn SK, Choi DE. Trajectory Analysis in FBG and the Incidence of Chronic Kidney Disease: A Nationwide Population-Based Study. Biomedicines 2025; 13:336. [PMID: 40002749 PMCID: PMC11852470 DOI: 10.3390/biomedicines13020336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Revised: 01/29/2025] [Accepted: 01/31/2025] [Indexed: 02/27/2025] Open
Abstract
OBJECTIVES This study aimed to classify fasting blood glucose (FBG) trajectories by sex and examine their associations with the risk of chronic kidney disease (CKD). METHODS Using data from the National Health Insurance Service-National Sample Cohort in Korea, participants aged 40 years and above, without CKD or diabetes mellitus (DM), were followed from 2002 to 2009. Based on their FBG trajectories, participants were categorized into two classes and stratified by sex. CKD incidence rates were analyzed according to these FBG trajectories, and the impact of additional risk factors on CKD incidence was assessed. RESULTS A total of 91,131 participants were analyzed. Among individuals classified in Class 1, FBG levels gradually increased from 90.7 (men) and 88.7 (women) in 2002 to 96.6 (men) and 93.2 (women) in 2009. In contrast, participants classified as Class 2 exhibited a rapid increase in FBG levels, rising from 106 (men) and 106 (women) in 2002 to 144 (men) and 132 (women) in 2009. The incidence of CKD increased over time in both men and women classified as Class 2 compared to Class 1, with respective hazard ratios (HR) of 1.35 for men and 1.53 for women. Additionally, increased age, hypertension, and body mass index (BMI) were independently associated with an elevated risk of CKD. CONCLUSIONS The Class 2 group demonstrated a significantly higher incidence of CKD compared to the Class 1 group. This finding indicates the need for the proactive management of individuals with relatively high FBG levels featuring rapid FBG increases in order to mitigate the risk of CKD development.
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Affiliation(s)
- Heewon Park
- Department of Nephrology, Chungnam National University Hospital, Daejeon 35015, Republic of Korea; (H.P.); (K.R.N.); (K.P.); (E.J.L.); (Y.R.H.)
| | - Ki Ryang Na
- Department of Nephrology, Chungnam National University Hospital, Daejeon 35015, Republic of Korea; (H.P.); (K.R.N.); (K.P.); (E.J.L.); (Y.R.H.)
| | - Yunkyeong Hwang
- Department of Nephrology, Daejeon Saint Mary’s Hospital, Catholic University of Korea, Daejeon 34943, Republic of Korea; (Y.H.); (S.H.)
| | - Suyeon Han
- Department of Nephrology, Daejeon Saint Mary’s Hospital, Catholic University of Korea, Daejeon 34943, Republic of Korea; (Y.H.); (S.H.)
| | - Kyungho Park
- Department of Nephrology, Chungnam National University Hospital, Daejeon 35015, Republic of Korea; (H.P.); (K.R.N.); (K.P.); (E.J.L.); (Y.R.H.)
| | - Hyerim Park
- Department of Medical Science, Medical School, Chungnam National University, Daejeon 35015, Republic of Korea;
| | - Eu Jin Lee
- Department of Nephrology, Chungnam National University Hospital, Daejeon 35015, Republic of Korea; (H.P.); (K.R.N.); (K.P.); (E.J.L.); (Y.R.H.)
| | - Young Rok Ham
- Department of Nephrology, Chungnam National University Hospital, Daejeon 35015, Republic of Korea; (H.P.); (K.R.N.); (K.P.); (E.J.L.); (Y.R.H.)
| | - Soon-Ki Ahn
- Department of Preventive Medicine, Chungnam National University Hospital, Daejeon 35015, Republic of Korea
| | - Dae Eun Choi
- Department of Nephrology, Chungnam National University Hospital, Daejeon 35015, Republic of Korea; (H.P.); (K.R.N.); (K.P.); (E.J.L.); (Y.R.H.)
- Department of Medical Science, Medical School, Chungnam National University, Daejeon 35015, Republic of Korea;
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Yoon SY, Kim JS, Ko GJ, Choi YJ, Moon JY, Jeong K, Hwang HS. Fasting blood glucose and the risk of all-cause mortality in patients with diabetes mellitus undergoing hemodialysis. Kidney Res Clin Pract 2024; 43:680-689. [PMID: 38325864 PMCID: PMC11467367 DOI: 10.23876/j.krcp.23.098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 11/17/2023] [Accepted: 01/15/2023] [Indexed: 02/09/2024] Open
Abstract
BACKGROUND Glycemic control is particularly important in hemodialysis (HD) patients with diabetes mellitus (DM). Although fasting blood glucose (FBG) level is an important indicator of glycemic control, a clear target for reducing mortality in HD patients with DM is lacking. METHODS A total of 26,162 maintenance HD patients with DM were recruited from the National Health Insurance Database of Korea between 2002 and 2018. We analyzed the association of FBG levels at the baseline health examination with the risk of all-cause and cause-specific mortality. RESULTS Patients with FBG 80-100 mg/dL showed a higher survival rate compared with that of other FBG categories (p < 0.001). The risk of all-cause mortality increased with the increase in FBG levels, and adjusted hazard ratios (HRs) were 1.10 (95% confidence interval [CI], 1.04-1.17), 1.21 (95% CI, 1.13-1.29), 1.36 (95% CI, 1.26-1.46), and 1.61 (95% CI, 1.51-1.72) for patients with FBG 100-125, 125-150, 150-180, and ≥180 mg/dL, respectively. The HR for mortality was also significantly increased in patients with FBG <80 mg/dL (adjusted HR, 1.14; 95% CI, 1.05-1.23). The analysis of cause-specific mortality also revealed a J-shaped curve between FBG levels and the risk of cardiovascular deaths. However, the risk of infection or malignancy-related deaths was not linearly increased as FBG levels increased. CONCLUSION A J-shaped association was observed between FBG levels and the risk of all-cause mortality, with the lowest risk at FBG 80-100 mg/dL in HD patients with DM.
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Affiliation(s)
- Soo-Young Yoon
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Jin Sug Kim
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Gang Jee Ko
- Division of Nephrology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Yun Jin Choi
- Biomedical Research Institute, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Ju Young Moon
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Kyunghwan Jeong
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Hyeon Seok Hwang
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea
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George C, Hill J, Nqebelele U, Peer N, Kengne AP. Leveraging the South African Diabetes Prevention Programme to screen for chronic kidney disease: an observational study. BMJ Open 2023; 13:e068672. [PMID: 36609330 PMCID: PMC9827250 DOI: 10.1136/bmjopen-2022-068672] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVE To evaluate the viability of leveraging an existing screening programme (the South African Diabetes Prevention Programme (SA-DPP)) to screen for chronic kidney disease (CKD), by assessing the yield of CKD cases among those participating in the programme. DESIGN Observational study conducted between 2017 and 2019. SETTING 16 resource-poor communities in Cape Town, South Africa. PARTICIPANTS 690 participants, aged between 25 and 65 years, identified as at high risk for type 2 diabetes mellitus (T2DM) by the African Diabetes Risk Score. PRIMARY OUTCOME MEASURE The prevalence of CKD among those participating in the SA-DPP. RESULTS Of the 2173 individuals screened in the community, 690 participants underwent further testing. Of these participants, 9.6% (n=66) and 18.1% (n=125) had screen-detected T2DM and CKD (defined as an estimated glomerular filtration rate (eGFR) of<60 mL/min/1.73 m2 and/or albumin-to-creatinine ratio >3 mg/mmol), respectively. Of those with CKD, 73.6% (n=92), 17.6% (n=22) and 8.8% (n=11) presented with stages 1, 2 and 3, respectively. Of the participants with an eGFR <60 mL/min/1.73 m2, 36.4% had no albuminuria and of those with normal kidney function (eGFR ≥90 mL/min/1.73 m2), 10.2% and 3.8% had albuminuria stages 2 and 3, respectively. Of those with T2DM and hypertension, 22.7% and 19.8% had CKD, respectively. CONCLUSION The fact that almost one in five participants identified as high risk for T2DM had CKD underscores the value of including markers of kidney function in an existing screening programme. By using an opportunistic approach to screen high-risk individuals, those with CKD can be identified and appropriately treated to reduce disease progression.
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Affiliation(s)
- Cindy George
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
| | - Jillian Hill
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
| | - Unati Nqebelele
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Medicine, University of Cape Town, Cape Town, Western Cape, South Africa
- Department of Internal Medicine, University of the Witwatersrand, Johannesburg, South Africa
| | - Nasheeta Peer
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Medicine, University of Cape Town, Cape Town, Western Cape, South Africa
| | - A P Kengne
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Medicine, University of Cape Town, Cape Town, Western Cape, South Africa
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Kim H, Tang O, Rebholz CM, Grams ME, Coresh J, Christenson RH, Selvin E. Associations of Glycated Albumin and HbA1c with Chronic Kidney Disease in US Adults. J Appl Lab Med 2022; 7:842-853. [PMID: 35213712 PMCID: PMC9246894 DOI: 10.1093/jalm/jfac006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/03/2024]
Abstract
Abstract
Background
Glycated albumin may provide complementary information to hemoglobin A1c (HbA1c). We compared cross-sectional associations of HbA1c and glycated albumin with chronic kidney disease (CKD) in US adults.
Methods
We included 10 923 adults (9955 without diagnosed diabetes, 968 with a diabetes diagnosis) from the National Health and Nutrition Examination Survey 1999–2004. We examined continuous associations and clinical cut points for HbA1c among those without diabetes (<5.0%, 5.0%–5.6% (reference), 5.7%–6.4%, ≥6.5%) and among those with diagnosed diabetes (<7.0%, 7.0%–8.9%, ≥9.0%) and percentile equivalents for glycated albumin. We used logistic regression to compare associations with prevalent CKD, adjusting for traditional risk factors. We used likelihood ratio tests to assess whether adding glycated albumin improved the model with HbA1c.
Results
There were J-shaped associations for both glycated albumin and HbA1c with CKD. Persons without a history of diabetes and very low glycated albumin or HbA1c were more likely to have CKD compared to those without diabetes and normoglycemia. The odds ratios (ORs) for CKD were 1.32 (95% CI, 1.12–1.55) for HbA1c 5.7% to 6.4% and 2.04 (95% CI, 1.28–3.25) for HbA1c ≥6.5%. The ORs for glycated albumin were 1.27 (95% CI, 1.06–1.51) and 2.48 (95% CI, 1.50–4.08) for glycated albumin 14.4% to 17.8% and ≥17.9%, respectively. The inclusion of glycated albumin in the model with HbA1c and traditional risk factors modestly but significantly improved the model fit (P value = 0.006).
Conclusions
Glycated albumin and HbA1c were similarly associated with prevalent CKD. Glycated albumin provides complementary information to HbA1c for prevalent CKD.
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Affiliation(s)
- Hyunju Kim
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University , Baltimore, MD , USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health , Baltimore, MD , USA
| | - Olive Tang
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University , Baltimore, MD , USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health , Baltimore, MD , USA
| | - Casey M Rebholz
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University , Baltimore, MD , USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health , Baltimore, MD , USA
| | - Morgan E Grams
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University , Baltimore, MD , USA
| | - Josef Coresh
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University , Baltimore, MD , USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health , Baltimore, MD , USA
| | - Robert H Christenson
- Department of Pathology, University of Maryland School of Medicine , Baltimore, MD , USA
| | - Elizabeth Selvin
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University , Baltimore, MD , USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health , Baltimore, MD , USA
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Mahendra J, Palathingal P, Mahendra L, Alzahrani KJ, Banjer HJ, Alsharif KF, Halawani IF, Muralidharan J, Annamalai PT, Verma SS, Sharma V, Varadarajan S, Bhandi S, Patil S. Impact of Red Complex Bacteria and TNF-α Levels on the Diabetic and Renal Status of Chronic Kidney Disease Patients in the Presence and Absence of Periodontitis. BIOLOGY 2022; 11:451. [PMID: 35336824 PMCID: PMC8945045 DOI: 10.3390/biology11030451] [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: 03/03/2022] [Revised: 03/14/2022] [Accepted: 03/15/2022] [Indexed: 06/14/2023]
Abstract
Scientific evidence shows a positive association in the etiopathogenesis of periodontitis and chronic kidney disease (CKD). Various confounding factors, such as obesity, diabetes, and inflammation, also play a significant role in the progression of CKD, which remains unexplored. We hypothesise the role of red complex bacteria with various confounding factors associated with chronic kidney disease. The study comprised a total of 120 participants categorised into 4 groups: the control group (C), periodontitis subjects without CKD (P), periodontally healthy chronic kidney disease subjects (CKD), and subjects having both periodontitis and CKD (P + CKD), with 30 subjects in each group. Demographic variables, and periodontal, renal, and diabetic parameters were recorded. Tumour necrosis factor (TNF)-α levels and those of red complex bacteria such as Prophyromonas gingivalis (P.g), Treponema denticola (T.d), and Tonerella forsythia (T.f) were assessed, and the obtained results were statistically analysed. Among the various demographic variables, age showed a level of significance. Mean PI, GI, CAL, and PPD (the proportion of sites with PPD ≥ 5 mm and CAL ≥ 3 mm) were elevated in the P + CKD group. Diabetic parameters such as fasting blood sugar (FBS) and HbA1c levels were also greater in the P + CKD group. Renal parameters such as eGFR and serum creatinine levels were greater in CKD patients. The estimation of red complex periodontal pathogens such as Pg, Td and Tf levels were significantly greater in the P and P + CKD groups. Pearson correlation analysis revealed significant correlation of red complex bacteria with all variables. Greater levels of P.g, T.d and T.f were found in the P groups, thus indicating their important role in the initiation and progression of inflammation of periodontitis and CKD, with diabetes as one of the confounding factors. The study also confirmed a log-linear relationship between TNF-α levels and red complex bacteria, thereby demonstrating the role of inflammatory biomarkers in periodontal disease progression that could contribute to the development of systemic inflammation such as CKD.
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Affiliation(s)
- Jaideep Mahendra
- Department of Periodontics, Meenakshi Ammal Dental College and Hospital, Meenakshi Academy of Greater Education and Research, Chennai 600095, India;
| | - Plato Palathingal
- Department of Periodontics, PSM College of Dental Science and Research, Thrissur 680519, India;
| | - Little Mahendra
- Department of Periodontics, Dean, Maktoum Bin Hamdan Dental University, Dubai 122002, United Arab Emirates;
| | - Khalid J. Alzahrani
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (K.J.A.); (H.J.B.); (K.F.A.); (I.F.H.)
| | - Hamsa Jameel Banjer
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (K.J.A.); (H.J.B.); (K.F.A.); (I.F.H.)
| | - Khalaf F. Alsharif
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (K.J.A.); (H.J.B.); (K.F.A.); (I.F.H.)
| | - Ibrahim Faisal Halawani
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia; (K.J.A.); (H.J.B.); (K.F.A.); (I.F.H.)
| | - Janani Muralidharan
- Department of Periodontics, Meenakshi Ammal Dental College and Hospital, Meenakshi Academy of Greater Education and Research, Chennai 600095, India;
| | | | - Shyam Sankar Verma
- Department of Nephrology, Jubilee Medical College Hospital, Thrissur 680005, India;
| | - Vivek Sharma
- Department of Periodontics, Desh Bhagat Dental College and Hospital, Mandi Gobindgarh 114141, India;
| | - Saranya Varadarajan
- Department of Oral Pathology and Microbiology, Sri Venkateswara Dental College and Hospital, Chennai 600130, India;
| | - Shilpa Bhandi
- Department of Restorative Dental Sciences, Division of Operative Dentistry, College of Dentistry, Jazan University, Jazan 45142, Saudi Arabia;
| | - Shankargouda Patil
- Department of Maxillofacial Surgery and Diagnostic Sciences, Division of Oral Pathology, College of Dentistry, Jazan University, Jazan 45412, Saudi Arabia
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TOPAL M, OZKAN KURTGOZ P. The use of predialysis glucose as long term glycemic marker in hemodialysis patients. JOURNAL OF HEALTH SCIENCES AND MEDICINE 2022. [DOI: 10.32322/jhsm.1056046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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Phuphuakrat A, Nimitphong H, Reutrakul S, Sungkanuparph S. Prediabetes among HIV-infected individuals receiving antiretroviral therapy: prevalence, diagnostic tests, and associated factors. AIDS Res Ther 2020; 17:25. [PMID: 32448349 PMCID: PMC7247133 DOI: 10.1186/s12981-020-00284-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Accepted: 05/15/2020] [Indexed: 02/06/2023] Open
Abstract
Background Metabolic complications in human immunodeficiency virus (HIV)-infected individuals are common. Prediabetes represents a high risk for future diabetes development. This study aimed to determine the prevalence, diagnostic methods, and associated factors of prediabetes among HIV-infected individuals receiving antiretroviral therapy (ART). Methods A cross-sectional study was conducted among HIV-infected adults without a history of diabetes who were receiving ART. Fasting plasma glucose (FPG), 2-hour plasma glucose (2-h PG) after a 75-g oral glucose tolerance test, and hemoglobin A1c (HbA1c) were assessed. Results A total of 397 patients with a mean age of 47.0 ± 9.8 years and 55.7% male, were studied. All received ART with undetectable plasma viral load. The mean duration of ART was 9.6 ± 5.2 years, and the mean CD4 cell count was 554 ± 235 cells/mm3. Among the patients, 28 (7.1%) had first-diagnosed diabetes, and 133 (33.5%) patients had prediabetes. Glycemia estimation by FPG, 2-h PG, and HbA1c showed a prediabetes prevalence of 17.4%, 14.7%, and 12.5%, respectively. The kappa statistics for the agreement of FPG and 2-h PG, HbA1c and 2-h PG, and HbA1c and FPG were 0.317, 0.429, and 0.396, respectively. In multivariate analysis, hypertension [odds ratio (OR) 3.38; 95% confidence interval (CI), 1.16-9.91; p = 0.026), and triglycerides > 150 mg/dL (OR 2.11; 95% CI, 1.01-4.44; p = 0.047) were factors significantly associated with prediabetes. Conclusions Prediabetes among HIV-infected individuals receiving ART is common. The agreements of glycemia estimation methods are minimal to weak. HbA1c may underestimate prediabetes prevalence. Using FPG together with HbA1c increases the detection rate to approximately three-quarters of prediabetes patients. HIV-infected individuals who had hypertension and hypertriglyceridemia should be regularly assessed for prediabetes. Trial registration ClinicalTrial.gov, NCT03545217. Registered 1 June 2018—Retrospectively registered, https://clinicaltrials.gov/ct2/show/NCT03545217
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