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León-Figueroa DA, Aguirre-Milachay E, Barboza JJ, Valladares-Garrido MJ. Prevalence of hypertension and diabetes mellitus in Peruvian patients with chronic kidney disease: a systematic review and meta-analysis. BMC Nephrol 2024; 25:160. [PMID: 38730295 PMCID: PMC11088108 DOI: 10.1186/s12882-024-03595-x] [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: 12/02/2023] [Accepted: 04/30/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Chronic Kidney Disease (CKD) represents a major challenge for public health, with hypertension and diabetes being the main causes of its occurrence. Therefore, this study aims to determine the prevalence of hypertension (HTN) and diabetes mellitus (DM) in Peruvian patients with CKD. METHODS A systematic search for studies about CKD in Peru was carried out in PubMed, Scopus, Embase, Web of Science, ScienceDirect, Google Scholar, Virtual Health Library (VHL), and Scielo from 2011 to December 2023. The protocol of this research was registered in the international registry of systematic reviews, the Prospective International Registry of Systematic Reviews (PROSPERO), with registration number CRD42023425118. Study selection, quality assessment, and data extraction were performed independently by two authors. Study quality was assessed using the Joanna Briggs Institute Statistical Meta-Analysis Assessment and Review Instrument. A random-effects model with inverse variance weighting was used to estimate the combined prevalence of HTN and DM in Peruvian patients with CKD. To analyze data heterogeneity, the I2 statistical test was used. Statistical analysis was performed with R version 4.2.3. RESULTS A total of 1425 studies were retrieved, of which 23 were included in the final meta-analysis. A total of 43,321 patients with CKD were evaluated, of whom 52.22% were male and 47.78% were female. The combined prevalence of HTN in Peruvian patients with CKD was 38% (95% CI: 30-46%; 41,131 participants; 21 studies, I2 = 99%, p = 0), while the combined prevalence of DM in Peruvian patients with CKD was 33% (95% CI: 26-40%; 43,321 participants; 23 studies, I2 = 99%, p = 0). CONCLUSION Approximately one-third of Peruvian patients with CKD have HTN and DM. These findings highlight the importance of implementing prevention and control measures for these chronic noncommunicable diseases in the Peruvian population, such as promoting healthy lifestyles, encouraging early detection and proper management of hypertension and diabetes, and improving access to medical care and health services.
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Affiliation(s)
| | | | - Joshuan J Barboza
- Vicerrectorado de Investigación, Universidad Norbert Wiener, Lima, 15046, Peru
| | - Mario J Valladares-Garrido
- Universidad Continental, Lima, 15046, Peru.
- Oficina de Epidemiología, Hospital Regional Lambayeque, Chiclayo, 14012, Peru.
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Bravo-Zúñiga J, Chávez-Gómez R, Soto-Becerra P. Multicentre external validation of the prognostic model kidney failure risk equation in patients with CKD stages 3 and 4 in Peru: a retrospective cohort study. BMJ Open 2024; 14:e076217. [PMID: 38184316 PMCID: PMC10773413 DOI: 10.1136/bmjopen-2023-076217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 11/26/2023] [Indexed: 01/08/2024] Open
Abstract
OBJECTIVES To externally validate the four-variable kidney failure risk equation (KFRE) in the Peruvian population for predicting kidney failure at 2 and 5 years. DESIGN A retrospective cohort study. SETTING 17 primary care centres from the Health's Social Security of Peru. PARTICIPANTS Patients older than 18 years, diagnosed with chronic kidney disease stage 3a-3b-4 and 3b-4, between January 2013 and December 2017. Patients were followed until they developed kidney failure, died, were lost, or ended the study (31 December 2019), whichever came first. PRIMARY AND SECONDARY OUTCOME MEASURES Performance of the KFRE model was assessed based on discrimination and calibration measures considering the competing risk of death. RESULTS We included 7519 patients in stages 3a-4 and 2798 patients in stages 3b-4. The estimated cumulative incidence of kidney failure, accounting for competing event of death, at 2 years and 5 years, was 1.52% and 3.37% in stages 3a-4 and 3.15% and 6.86% in stages 3b-4. KFRE discrimination at 2 and 5 years was high, with time-dependent area under the curve and C-index >0.8 for all populations. Regarding calibration in-the-large, the observed to expected ratio and the calibration intercept indicated that KFRE underestimates the overall risk at 2 years and overestimates it at 5 years in all populations. CONCLUSIONS The four-variable KFRE models have good discrimination but poor calibration in the Peruvian population. The model underestimates the risk of kidney failure in the short term and overestimates it in the long term. Further research should focus on updating or recalibrating the KFRE model to better predict kidney failure in the Peruvian context before recommending its use in clinical practice.
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Affiliation(s)
- Jessica Bravo-Zúñiga
- Instituto de Evaluación de Tecnologías en Salud e Investigación-IETSI, ESSALUD, Lima, Peru
- Departamento de Nefrología, Hospital Nacional Edgardo Rebagliati Martins, Lima, Peru
- Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Ricardo Chávez-Gómez
- Departamento de Nefrología, Hospital Nacional Edgardo Rebagliati Martins, Lima, Peru
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Collazos-Huamán LDC, Guerreros-Espino C, Herrera-Añazco P, Benites-Zapata VA. Association between glycemic control and albuminuria among Peruvian adults with diabetes mellitus 2: a cross-sectional analytical study. SAO PAULO MED J 2022; 140:767-774. [PMID: 35858014 PMCID: PMC9671563 DOI: 10.1590/1516-3180.2021.0448.r2.07022022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 02/07/2022] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Albuminuria is a risk factor for microvascular and macrovascular complications in the diabetic population. However, few studies have correlated poor glycemic control and albuminuria prevalence in Hispanic populations. OBJECTIVE To evaluate the association between glycemic control and albuminuria among Peruvian adults with type 2 diabetes mellitus (T2DM). DESIGN AND SETTING Cross-sectional analytical study among adults with T2DM in Lima, Peru. METHODS We included adults over 18 years old who were in a clinical follow-up program at a private clinic in Lima in 2018. Poor glycemic control was defined as a serum value of glycosylated hemoglobin A1C (HbA1C) ≥ 7%. Albuminuria was defined as albumin values > 30 mg/dl in the first morning urine. We generated generalized linear regression models from the Poisson family with robust variance. We calculated the crude and adjusted prevalence ratios (PRs) with their 95% confidence interval (CI). RESULTS We analyzed 907 participants of median age 58 years (interquartile range, IQR 49 to 66), and 62.8% were males. The prevalence of poor glycemic control was 39.8%, and the prevalence of albuminuria was 22.7%. The prevalences of albuminuria in groups with poor glycemic control and adequate glycemic control were 32.7% and 16.1%, respectively. In the adjusted regression analysis, we found a statistically significant association between poor glycemic control and albuminuria (annual percentage rate, aPR = 1.70; 95% CI: 1.28-2.27). CONCLUSIONS The prevalence of poor glycemic control and albuminuria was high in our study population. Moreover, Peruvian T2DM adults with poor glycemic control were more likely to have albuminuria.
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Affiliation(s)
| | - Camila Guerreros-Espino
- Undergraduate Student, Faculty of Medicine, Universidad Peruana de Ciencias Aplicadas (UPC), Lima, Peru
| | - Percy Herrera-Añazco
- MD, MHEd. Researcher, Universidad Privada San Juan Bautista (UPSJB), Lima, Peru; and Assistant Manager, EsSalud, Instituto de Evaluación de Tecnologías en Salud e Investigación, Lima, Peru
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Atamari-Anahui N, Ccorahua-Rios MS, Condori-Huaraka M, Huamanvilca-Yepez Y, Amaya E, Herrera-Añazco P. Epidemiology of chronic kidney disease in Peru and its relation to social determinants of health. Int Health 2021; 12:264-271. [PMID: 31670810 PMCID: PMC7322196 DOI: 10.1093/inthealth/ihz071] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 06/28/2019] [Accepted: 07/16/2019] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Chronic kidney disease (CKD) is a growing public health problem and an important cause of morbidity and mortality. Disparities in CKD may be related to social determinants and health inequalities in low- and middle-income countries. This study determined how social determinants of health influence trends in the prevalence and mortality of CKD in Peru. METHODS This was an ecological study based on a secondary analysis of health care and death records obtained from the Ministry of Health of Peru for the period 2010-2016. The standardized prevalence and mortality rates of CKD were descriptively reported using geospatial exploratory analysis. We also determined the association with social determinants of health according to the domains suggested by Healthy People 2020. RESULTS In the studied period, CKD prevalence increased by 300% and was associated with the health insurance coverage rate (β=5.9 [95% CI 0.82 to 10.92]), proportion of people with a secondary education level (β=11.4 [95% CI 1.94 to 20.93]), mean age (β=-10.7 [95% CI -19.33 to -2.12]), monetary poverty rate (β=-2.2 [95% CI -3.88 to -0.60]) and gross domestic product per capita (β=-63.2 [95% CI -117.81 to -8.52]). The standardized mortality decreased by 10% and was associated with mean age (β=-0.6 [95% CI -1.22 to -0.06]) and the proportion of people with a primary education level (β=-0.5 [95% CI -0.9 to -0.05]). CONCLUSIONS During the period 2010-2016, the prevalence of CKD increased and the mortality associated with CKD decreased. The observed changes were associated with some social determinants of health, such as increased health coverage and education. The health system of Peru must be prepared to take on the challenge.
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Affiliation(s)
- Noé Atamari-Anahui
- Universidad San Ignacio de Loyola, Vicerrectorado de Investigación, Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Avenue La Fontana 750, La Molina, Lima, Perú
| | - Maycol Suker Ccorahua-Rios
- Asociación científica de estudiantes de medicina humana (ASOCIEMH CUSCO), Escuela de Medicina Humana, Universidad Nacional San Antonio Abad del Cusco, Avenue La Cultura 773, Cusco 08000, Perú
| | - Mirian Condori-Huaraka
- Asociación científica de estudiantes de medicina humana (ASOCIEMH CUSCO), Escuela de Medicina Humana, Universidad Nacional San Antonio Abad del Cusco, Avenue La Cultura 773, Cusco 08000, Perú
| | - Yerika Huamanvilca-Yepez
- Asociación científica de estudiantes de medicina humana (ASOCIEMH CUSCO), Escuela de Medicina Humana, Universidad Nacional San Antonio Abad del Cusco, Avenue La Cultura 773, Cusco 08000, Perú
| | - Elard Amaya
- Universidad San Ignacio de Loyola, Vicerrectorado de Investigación, Centro de Excelencia en Investigaciones Económicas y Sociales en Salud, Avenue La Fontana 750, La Molina, Lima, Perú
| | - Percy Herrera-Añazco
- Universidad San Ignacio de Loyola, Vicerrectorado de Investigación, Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Avenue La Fontana 750, La Molina, Lima, Perú
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Ruiz-Alejos A, Caplin B, Miranda JJ, Pearce N, Bernabé-Ortiz A. CKD and CKDu in northern Peru: a cross-sectional analysis under the DEGREE protocol. BMC Nephrol 2021; 22:37. [PMID: 33478431 PMCID: PMC7818732 DOI: 10.1186/s12882-021-02239-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 01/11/2021] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND This study estimated the prevalence and risk factors for decreased estimated glomerular filtration rate (eGFR) in those without known hypertension, type 2 diabetes mellitus, or heavy proteinuria as a surrogate marker for chronic kidney disease of unknown cause (CKDu) among adults in the North of Peru. METHODS A cross-sectional study was conducted following the Disadvantaged Populations eGFR Epidemiology (DEGREE) Study protocol. Low eGFR was defined based on a single eGFR ≤60 mL/min/1.7m2 estimated using the CKD-EPI equation. Environmental conditions related to CKDu (i.e., work in agriculture or sugarcane, water source, heat intolerance, and pesticide exposure) were evaluated, in addition to traditional risk factors for CKD (i.e., smoking, heavy drinking, physical activity, hypertension, type 2 diabetes mellitus, urolithiasis, among others). RESULTS A total of 1514 subjects were included in the study, mean age 45.1 (SD: 16.4), and 55.2% were females. Overall, only 26 cases (1.7%; 95%CI: 1.1-2.5%) had an eGFR < 60 mL/min/1.7m2 compatible with CKD definition; when those with hypertension and type-2 diabetes or heavy proteinuria were excluded, according to the DEGREE protocol, the estimate fell to 0.9% (95%CI: 0.4-1.5%). Low physical activity levels (OR = 1.99; 95%CI: 1.18-3.34), hypertension (OR = 2.07; 1.26-3.41), and urolithiasis (OR = 1.97; 95%CI: 1.18-3.27) were factors associated with low eGFR. CONCLUSIONS A low population-based prevalence of low eGFR (as a surrogate for CKDu), both in rural and urban settings areas, in the Northern Peru, was found. Low physical activity levels, hypertension and urolithiasis were factors associated with low eGFR. Interventions to prevent CKD cases may be focused on well-known CV risk factors and urolithiasis.
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Affiliation(s)
- Andrea Ruiz-Alejos
- grid.11100.310000 0001 0673 9488CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendariz 445, Miraflores, Lima, Peru
| | - Ben Caplin
- grid.11100.310000 0001 0673 9488Department of Medicine, School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - J. Jaime Miranda
- grid.11100.310000 0001 0673 9488CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendariz 445, Miraflores, Lima, Peru ,grid.83440.3b0000000121901201Centre for Nephrology, University College London, London, UK
| | - Neil Pearce
- grid.8991.90000 0004 0425 469XDepartment of Medical Statistics and Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK ,grid.8991.90000 0004 0425 469XCentre for Global Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Antonio Bernabé-Ortiz
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Av. Armendariz 445, Miraflores, Lima, Peru.
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Herrera-Añazco P, Taype-Rondan A, Ortiz PJ, Málaga G, Del Carpio-Toia AM, Alvarez-Valdivia MG, Juárez-Huanca C, Ciudad-Fernandez L, Bruner-Meléndez R, Samaniego-Mojica W, Perez-Rafael E. Use of medicinal plants in patients with chronic kidney disease from Peru. Complement Ther Med 2019; 47:102215. [PMID: 31780000 DOI: 10.1016/j.ctim.2019.102215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 09/21/2019] [Accepted: 10/10/2019] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To describe the use of medicinal plants in patients with chronic kidney disease (CKD) in public healthcare centers in Peru. METHODS A cross-sectional study was conducted in patients with CKD in healthcare centers of three Peruvian regions: Lima, Arequipa, and Ucayali. A structured questionnaire which included socio-demographic data, medical antecedents and characteristics of the use of medicinal plants was used. Prevalence ratios (PR) and 95 % confidence intervals (95% CI) were calculated using crude Poisson regressions with robust variances. RESULTS A total of 599 patients with CKD were evaluated, of which 300 (50.1%) reported the use of medicinal plants (160 [30.3%] used these plants for CKD), 379 reported that medicinal plants were not harmful, while 166 (27.8%) stopped using allopathic medicine to use medicinal plants only. In the adjusted analysis, the frequency of the use of medicinal plants for CKD was similar between Lima and Arequipa but was lower in Ucayali than in Lima (PR: 0.32, 95% CI: 0.14 - 0.76). In addition, a higher frequency of the use of medicinal plants for CKD was observed in patients with more advanced stages of CKD (PR: 1.55, 95% CI: 1.06-2.26) and in patients who were aware they had CKD (PR: 2.79 95% CI: 1.39-5.63). CONCLUSIONS Half of the patients used medicinal plants and about one-third used it for CKD. This use was lower in Ucayali and higher in both the patients who knew they had CKD and those with more advanced stages of the disease. Given these results, physicians should ask and inform regarding medicinal plants consumption to their CKD patients.
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Affiliation(s)
- Percy Herrera-Añazco
- Universidad San Ignacio de Loyola, Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Lima, Peru.
| | - Alvaro Taype-Rondan
- Universidad San Ignacio de Loyola, Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Lima, Peru
| | - Pedro J Ortiz
- Instituto de Gerontología, Facultad de Medicina -Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Germán Málaga
- Conevid, Escuela de Medicina, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Agueda Muñoz Del Carpio-Toia
- Universidad Católica de Santa María, Escuela de Medicina Humana, Vicerrectorado de Investigación, Arequipa, Peru
| | - M G Alvarez-Valdivia
- Universidad Católica de Santa María, Escuela de Medicina Humana, Vicerrectorado de Investigación, Arequipa, Peru
| | - C Juárez-Huanca
- Universidad Católica de Santa María, Escuela de Medicina Humana, Vicerrectorado de Investigación, Arequipa, Peru
| | - L Ciudad-Fernandez
- Instituto de Gerontología, Facultad de Medicina -Universidad Peruana Cayetano Heredia, Lima, Peru; Facultad de Medicina - Universidad Nacional de Ucayali, Ucayali, Peru
| | - R Bruner-Meléndez
- Facultad de Medicina - Universidad Nacional de Ucayali, Ucayali, Peru
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Bravo-Zúñiga J, Gálvez-Inga J, Carrillo-Onofre P, Chávez-Gómez R, Castro-Monteverde P. Early detection of chronic renal disease: coordinated work between primary and specialized care in an ambulatory renal network of Peru. J Bras Nefrol 2019; 41:176-184. [PMID: 30855635 PMCID: PMC6699428 DOI: 10.1590/2175-8239-jbn-2018-0101] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 11/18/2018] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION The aim of the study was to report the implementation of a functional network for the early diagnosis of chronic kidney disease (CKD) in patients with risk factors and the coordinated work between primary and specialized care in social security in Perú. MATERIAL AND METHODS A cross-sectional analysis of the data of patients evaluated in a health network in the city of Lima (2013 to 2016), older than 18 years, with risk factors for CKD, evaluated with serum creatinine and creatine albumin ratio in random urine (ACR). A multivariate logistic regression analysis was performed to evaluate the factors associated with the finding of CKD. RESULTS The implementation included training in renal health, installation of a digital database, organization of laboratories, and empowerment of primary care. We evaluated 42,746 patients of which 41.8% were men, with median age 69.2 years. The most frequent cause of detection was hypertension (HBP): 23,921 (55.9%). The prevalence of CKD was 12,132 (28.4%), the most frequent stage of CKD was 3a: 4735 (39.0%). Of the total, 6214 (14.5%) patients had microalbuminuria and 1335 (3.1%), macroalbuminuria. The risk of CKD increased 2.5 times (95% CI: 2.3-2.7) in patients with diabetes (DM) and HBP, in men (OR 1.2, 95% CI: 1.2-1.3) and as age increased (> 77 years: OR 2.7, 95% CI: 2.5-2.8). The identification of the disease in the primary care setting is 60% less likely than in specialized care. CONCLUSIONS One of every four patients are diagnosed with CKD, and the simultaneous diagnosis of DM and HBP and old age are the most important factors.
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Affiliation(s)
- Jessica Bravo-Zúñiga
- Edgardo Rebagliati Martins National
HospitalNephrologist Renal Health UnitLimaPeruEdgardo Rebagliati Martins National Hospital,
Nephrologist Renal Health Unit, Lima, Peru.
| | - Jungmei Gálvez-Inga
- Edgardo Rebagliati Martins National
HospitalNephrologist Renal Health UnitLimaPeruEdgardo Rebagliati Martins National Hospital,
Nephrologist Renal Health Unit, Lima, Peru.
| | - Pamela Carrillo-Onofre
- Juan José Rodríguez Lazo
PolyclinicLimaPerúJuan José Rodríguez Lazo Polyclinic, Lima,
Perú.
| | - Ricardo Chávez-Gómez
- Edgardo Rebagliati Martins National
HospitalNephrologist Renal Health UnitLimaPeruEdgardo Rebagliati Martins National Hospital,
Nephrologist Renal Health Unit, Lima, Peru.
| | - Paul Castro-Monteverde
- Edgardo Rebagliati Martins National
HospitalNephrologist Renal Health UnitLimaPeruEdgardo Rebagliati Martins National Hospital,
Nephrologist Renal Health Unit, Lima, Peru.
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