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Ramirez-Sandoval JC, Marino L, Cojuc-Konigsberg G, Reul-Linares E, Pichardo-Cabrera ND, Cruz C, Hernández-Paredes EN, Berman-Parks N, Vidal-Ruíz V, Estrada-Linares JM, Reza-Albarrán AA, Correa-Rotter R, Morales-Buenrostro LE. Long-term effects of hypercalcemia in kidney transplant recipients with persistent hyperparathyroidism. J Nephrol 2023:10.1007/s40620-023-01815-5. [PMID: 38032457 DOI: 10.1007/s40620-023-01815-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND Hypercalcemia is highly prevalent in kidney transplant recipients with hyperparathyroidism. However, its long-term impact on graft function is uncertain. METHODS We conducted a prospective cohort study investigating adverse graft outcomes associated with persistent hypercalcemia (free calcium > 5.2 mg/dL in ≥ 80% of measures) and inappropriately elevated intact parathyroid hormone (> 30 pg/mL) in kidney transplant recipients. Asymptomatic mild hypercalcemia was monitored unless complications developed. RESULTS We included 385 kidney transplant recipients. During a 4-year (range 1-9) median follow-up time, 62% of kidney transplant recipients presented persistent hypercalcemia. Compared to kidney transplant recipients without hypercalcemia, there were no significant differences in graft dysfunction (10% vs. 12%, p = 0.61), symptomatic urolithiasis (5% vs. 3%, p = 0.43), biopsy-proven calcium deposits (6% vs. 5%, p = 1.0), fractures (6% vs. 4%, p = 0.64), and a composite outcome of urolithiasis, calcium deposits, fractures, and parathyroidectomy indication (16% vs. 13%, p = 0.55). In a subset of 76 kidney transplant recipients, subjects with persistent hypercalcemia had higher urinary calcium (median 84 [43-170] vs. 38 [24-64] mg/day, p = 0.03) and intact fibroblast growth factor 23 (median 36 [24-54] vs. 27 [19-40] pg/mL, p = 0.04), and lower 25-hydroxyvitamin D levels (11.3 ± 1.2 vs. 16.3 ± 1.4 ng/mL, p < 0.001). In multivariate analysis, pretransplant intact parathyroid hormone < 300 pg/mL was associated with a reduced risk of post-transplant hypercalcemia (OR 0.51, 95% CI 0.32-0.80). CONCLUSIONS Long-term persistent mild hypercalcemia (tertiary hyperparathyroidism) was frequent in kidney transplant recipients in our series. This condition presented with lower phosphate and 25-hydroxyvitamin D, and higher urinary calcium and intact fibroblast growth factor 23 levels compared to kidney transplant recipients without hypercalcemia, resembling a mild form of primary hyperparathyroidism. Despite these metabolic derangements, the risk of adverse graft outcomes was low.
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Affiliation(s)
- Juan Carlos Ramirez-Sandoval
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico.
| | - Lluvia Marino
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Gabriel Cojuc-Konigsberg
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Estefania Reul-Linares
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Nathalie Desire Pichardo-Cabrera
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Cristino Cruz
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Elisa Naomi Hernández-Paredes
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Nathan Berman-Parks
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Vanessa Vidal-Ruíz
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Jonathan Mauricio Estrada-Linares
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Alfredo Adolfo Reza-Albarrán
- Department of Endocrinology and Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Ricardo Correa-Rotter
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
| | - Luis Eduardo Morales-Buenrostro
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, colonia Sección XVI, 14080, Mexico City, CDMX, Mexico
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Ramirez-Sandoval JC, Diener-Cabieses P, Gutiérrez-Valle F, Ley-Tapia S, Pastrana-Brandes S, Galindo PE, Fagundo R, Moreno-Yañez M, Reza-Albarrán AA, Correa-Rotter R. Validation of an equation for free calcium estimation: accuracy improves after adjustment for phosphate and CO 2. Int Urol Nephrol 2022; 54:2625-2635. [PMID: 35294676 DOI: 10.1007/s11255-022-03170-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 02/27/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE Free calcium is the gold standard for diagnosis of calcium disorders, although calcium assessment is routinely performed by albumin-adjusted calcium. Our objective was to develop a novel-specific correction equation for free calcium employing serum total calcium and other analytes. METHODS Retrospective single-center cohort study. A new equation for free calcium assessment was formulated from data of hospitalized patients (n = 3481, measurements = 7157) and tested in a validation cohort (n = 3218, measurements = 6911). All measurements were performed simultaneously from the same blood draw. RESULTS Total CO2 and phosphate, in addition to albumin, were the principal factors associated to calcium misdiagnosis. A novel laboratory-specific prediction equation was developed: free calcium (mmol/L) = 0.541 + (total calcium [mmol/L] *0.441) - (serum albumin [g/L] *0.0067) - (serum phosphate [mmol/L] *0.0425) - (CO2 [mmol/L] *0.003). This new equation substantially improved adjusted R2 to 0.67 (95% CI 0.78-0.82, p < 0.001; Kendall's c-tau: 0.28, p < 0.001). Bland-Altman plots of estimated free calcium and free calcium showed a mean difference of - 0.0006 mmol/L (LOA + 0.126 to - 0.124). In validation cohort, the AUC-ROC curves for hypercalcemia and hypocalcemia diagnosis deploying the new equation were 0.88 (95% CI 0.86-0.89, p < 0.001) and 0.98 (95% CI 0.97-99, p < 0.001), respectively, which were superior to historical formulas for calcium. In univariate models, eGFR was associated with Ca-status misdiagnosis, yet this association disappeared when analysis was adjusted to phosphate and CO2. CONCLUSIONS The novel equation proposed for prediction of free calcium could be useful when free calcium is not available. The conventional formulas misclassify many patients, in particular when phosphate or bicarbonate disturbances are present.
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Affiliation(s)
- Juan C Ramirez-Sandoval
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Belisario Dominguez Sección XVI, 14080, Mexico City, Mexico.
| | | | | | - Sofía Ley-Tapia
- Escuela de Medicina, Universidad Panamericana, Mexico City, Mexico
| | | | - Pablo E Galindo
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Belisario Dominguez Sección XVI, 14080, Mexico City, Mexico
| | - Reynerio Fagundo
- Central Laboratory, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Mauricio Moreno-Yañez
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Belisario Dominguez Sección XVI, 14080, Mexico City, Mexico
| | - Alfredo Adolfo Reza-Albarrán
- Department of Endocrinology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Ricardo Correa-Rotter
- Department of Nephrology and Mineral Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga 15, Belisario Dominguez Sección XVI, 14080, Mexico City, Mexico
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Portocarrero-Ortiz LA, Vergara-Lopez A, Vidrio-Velazquez M, Uribe-Diaz AM, García-Dominguez A, Reza-Albarrán AA, Cuevas-Ramos D, Melgar V, Talavera J, Rivera-Hernandez ADJ, Valencia-Méndez CV, Mercado M. The Mexican Acromegaly Registry: Clinical and Biochemical Characteristics at Diagnosis and Therapeutic Outcomes. J Clin Endocrinol Metab 2016; 101:3997-4004. [PMID: 27428551 DOI: 10.1210/jc.2016-1937] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
CONTEXT Acromegaly is a systemic disorder caused by a GH-secreting pituitary adenoma. As with other rare diseases, acromegaly registries developed in various European countries have provided us with important information. OBJECTIVE The objective of the study was to analyze the epidemiological, clinical, biochemical, and therapeutic data from the Mexican Acromegaly Registry (MAR). SETTING The setting of the study was a nationwide patient registry. DESIGN AND METHODOLOGY The MAR was created in 2009. It gathers data from 24 participating centers belonging to three different institutions using a specifically designed on-line platform. Only patients diagnosed after 1990 were included in the program. RESULTS A total of 2057 patients (51% female, mean age at diagnosis 41.1 ± 24.5 y) have been registered for an estimated prevalence of 18 cases per 1 million inhabitants. Hypertension, glucose intolerance, diabetes, and dyslipidemia were present in 27%, 18.4%, 30%, and 24% of the patients, respectively. The IGF-1 level at diagnosis and the concomitant presence of hypertension were significantly associated with the development of diabetes. Transsphenoidal surgery was the primary treatment in 72% of the patients. Pharmacological treatment, mostly with somatostatin analogs, was administered primarily and adjunctively in 26% and 54% of the patients, respectively. Treatment choice varied among the three participating institutions, with the predominance of pharmacological therapy in two of them and of radiation therapy in the third. Therapeutic outcomes were similar to those reported in the European registries. CONCLUSIONS The MAR is the largest and first non-European registry of the disease. Our findings highlight important within-country differences in treatment choice due to variations in the availability of resources.
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Affiliation(s)
- Lesly A Portocarrero-Ortiz
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Alma Vergara-Lopez
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Maricela Vidrio-Velazquez
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Ana María Uribe-Diaz
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Avril García-Dominguez
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Alfredo Adolfo Reza-Albarrán
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Daniel Cuevas-Ramos
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Virgilio Melgar
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Juan Talavera
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Aleida de Jesus Rivera-Hernandez
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Carla Valentina Valencia-Méndez
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
| | - Moisés Mercado
- Instituto Nacional de Neurología y Neurocirugía (L.A.P.-O., C.V.V.-M.), 14269 Mexico City, Mexico; Centro Medico Nacional 20 de Noviembre Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (A.V.-L.), 03100 Mexico City, Mexico; Hospital Regional 110, Instituto Mexicano del Seguro Social (M.V.-V.), 44716 Guadalajara, Jal, Mexico; Unidad Medica de Alta Especialidad 189 (A.M.U.-D.), 91755 Veracruz, Ver, Mexico; Unidad Medica de Alta Especialidad Manuel Avila Camacho (A.G.-D.), Instituto Mexicano del Seguro Social, 7200 Puebla, Pue, Mexico; Instituto Nacional de Ciencias Medicas y Nutricion (A.-A.R.-A., D.C.-R.), 14080 Mexico City, Mexico; ABC Neurological Center (V.M., J.T., M.M.), 05300 Mexico City, Mexico; Hospital General Zaragoza (A.d.J.R.-H.), Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, 09100 Mexico City, Mexico; and Hospital de Especialidades Centro Medico Nacional S.XXI, Instituto Mexicano del Seguro Social (M.M.), 01120 Mexico City, Mexico
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