BMJ Open (Jun 2024)
External validation of three diabetes prediction scores in a Spanish cohort: does adding high risk for depression improve the validation of the FINDRISC score (FINDRISC-MOOD)?
- ,
- Fernando Rodriguez-Artalejo,
- Jose M Mostaza-Prieto,
- Carlos Lahoz-Rallo,
- Juan Cárdenas-Valladolid,
- Sara Artola,
- Carmen de Burgos-Lunar,
- Paloma Gómez-Campelo,
- Leopoldo Pérez-Isla,
- Ignacio Vicente,
- Domingo Beamud-Victoria,
- Isidoro Dujovne-Kohan,
- Rosa María Chico-Moraleja,
- Carmen Martín-Madrazo,
- Concepción Aguilera Linde,
- Patricio Alonso Sacristán,
- Paloma Arribas Pérez,
- Maria Luisa Asensio Ruiz,
- Pablo Astorga Díaz,
- Ana Isabel Bezos Varela,
- María José Calatrava Triguero,
- Carlos Casanova García,
- Ángeles Conde Llorente,
- Concepción Díaz Laso,
- Emilia Elviro García,
- Orlando Enríquez Dueñas,
- María Isabel Ferrer Zapata,
- Froilán Antuña,
- Maria Isabel García Lazaro,
- Maria Teresa Gómez Rodríguez,
- África Gómez Lucena,
- Francisco Herrero Hernández,
- Rosa Julián Viñals,
- Gerardo López Ruiz Ogarrio,
- Maria Del Carmen Lumbreras Manzano,
- Sonsoles Paloma Luquero López,
- Ana Martínez Cabrera Peláez,
- Montserrat Nieto Candenas,
- Ángel Castellanos Rodríguez,
- Ana López Castellanos,
- Milagros Velázquez García,
- Margarita Ruiz Pacheco,
- Belen Fernández-Puntero,
- Victor Iriarte-Campo,
- Miguel Salinero-Fort,
- Eva Estirado-Decabo,
- Francisca Garcia-Iglesias,
- Teresa Gonzalez-Alegre,
- Victor M Cornejo-Del Rio,
- Vanesa Sanchez-Arroyo,
- Concesa Sabín-Rodríguez,
- Silvia López-López,
- Belen Taulero-Escalera,
- Francisco Javier San Andrés-Rebollo,
- Fernando Laguna,
- Pedro Fernández-García,
- Luis Montesano-Sánchez,
- Pedro Patrón,
- David Vicent,
- Ma Isabel Granados Menéndez,
- Rosario Echegoyen deNicolás,
- Álvaro R Aguirre De Carcer Escolano,
- MJesús Álvarez Otero,
- Begoña Berriatua Ena,
- María AlejandraRabanal Carrera
Affiliations
- Fernando Rodriguez-Artalejo
- 11 Department of Preventive Medicine and Public Health, Universidad Autonoma de Madrid, Madrid, Spain
- Jose M Mostaza-Prieto
- 3 Medicina Interna, Hospital Carlos III, Madrid, Spain
- Carlos Lahoz-Rallo
- 3 Medicina Interna, Hospital Carlos III, Madrid, Spain
- Juan Cárdenas-Valladolid
- 4 Gerencia Asistencial de Atención Primaria, Comunidad de Madrid Servicio Madrileno de Salud, Madrid, Spain
- Sara Artola
- Carmen de Burgos-Lunar
- 15 Medicina Preventiva, Hospital Clinico San Carlos, Madrid, Spain
- Paloma Gómez-Campelo
- 9 Fundación de Investigación, La Paz University Hospital Health Research Institute, Madrid, Spain
- Leopoldo Pérez-Isla
- Ignacio Vicente
- Domingo Beamud-Victoria
- Isidoro Dujovne-Kohan
- Rosa María Chico-Moraleja
- Carmen Martín-Madrazo
- Concepción Aguilera Linde
- Patricio Alonso Sacristán
- Paloma Arribas Pérez
- Maria Luisa Asensio Ruiz
- Pablo Astorga Díaz
- Ana Isabel Bezos Varela
- María José Calatrava Triguero
- Carlos Casanova García
- Ángeles Conde Llorente
- Concepción Díaz Laso
- Emilia Elviro García
- Orlando Enríquez Dueñas
- María Isabel Ferrer Zapata
- Froilán Antuña
- Maria Isabel García Lazaro
- Maria Teresa Gómez Rodríguez
- África Gómez Lucena
- Francisco Herrero Hernández
- Rosa Julián Viñals
- Gerardo López Ruiz Ogarrio
- Maria Del Carmen Lumbreras Manzano
- Sonsoles Paloma Luquero López
- Ana Martínez Cabrera Peláez
- Montserrat Nieto Candenas
- Ángel Castellanos Rodríguez
- Ana López Castellanos
- Milagros Velázquez García
- Margarita Ruiz Pacheco
- Belen Fernández-Puntero
- 6 Servicio de Bioquímica, Hospital Carlos III, Madrid, Spain
- Victor Iriarte-Campo
- 1 FIIBAP, Madrid, Spain
- Miguel Salinero-Fort
- 1 FIIBAP, Madrid, Spain
- Eva Estirado-Decabo
- 3 Medicina Interna, Hospital Carlos III, Madrid, Spain
- Francisca Garcia-Iglesias
- 3 Medicina Interna, Hospital Carlos III, Madrid, Spain
- Teresa Gonzalez-Alegre
- 3 Medicina Interna, Hospital Carlos III, Madrid, Spain
- Victor M Cornejo-Del Rio
- 7 Supervisión de Enfermería, Hospital Carlos III, Madrid, Spain
- Vanesa Sanchez-Arroyo
- 3 Medicina Interna, Hospital Carlos III, Madrid, Spain
- Concesa Sabín-Rodríguez
- 8 Unidad de Día, Hospital Carlos III, Madrid, Spain
- Silvia López-López
- 8 Unidad de Día, Hospital Carlos III, Madrid, Spain
- Belen Taulero-Escalera
- 10 Foundation for Research and Biomedical Innovation of Primary Care of the Community of Madrid (FIIBAP), Madrid, Spain
- Francisco Javier San Andrés-Rebollo
- 14 Centro de Salud Las Calesas, SERMAS, Madrid, Spain
- Fernando Laguna
- Pedro Fernández-García
- Luis Montesano-Sánchez
- Pedro Patrón
- David Vicent
- Ma Isabel Granados Menéndez
- Rosario Echegoyen deNicolás
- Álvaro R Aguirre De Carcer Escolano
- MJesús Álvarez Otero
- Begoña Berriatua Ena
- María AlejandraRabanal Carrera
- DOI
- https://doi.org/10.1136/bmjopen-2023-083121
- Journal volume & issue
-
Vol. 14,
no. 6
Abstract
Objectives To evaluate the external validity of the FINDRISC, DESIR and ADA risk scores for the prediction of diabetes in a Spanish population aged >45 years and to test the possible improvement of FINDRISC by adding a new variable of high risk of depression when Patient Health Questionnaire-9 (PHQ-9) questionnaire score ≥10 (FINDRISC-MOOD).Design Prospective population-based cohort study.Setting 10 primary healthcare centres in the north of the city of Madrid (Spain).Participants A total of 1242 participants without a history of diabetes and with 2-hour oral glucose tolerance test (OGTT) plasma glucose <200 mg/dL (<11.1 mmol/L) were followed up for 7.3 years (median) using their electronic health records (EHRs) and telephone contact.Primary and secondary outcome measures Diabetes risk scores (FINDRISC, DESIR, ADA), PHQ-9 questionnaire and 2-hour-OGTT were measured at baseline. Incident diabetes was defined as treatment for diabetes, fasting plasma glucose ≥126 mg/dL (≥7.0 mmol/L), new EHR diagnosis or self-reported diagnosis. External validation was performed according to optimal cut-off, sensitivity, specificity and Youden Index. Comparison between diabetes risk scores, including FINDRISC-MOOD (original FINDRISC score plus five points if PHQ-9 ≥10), was measured by area under the receiver operating characteristic curve (AUROC).Results During follow-up, 104 (8.4%; 95% CI, 6.8 to 9.9) participants developed diabetes and 185 had a PHQ-9 score ≥10. The AUROC values were 0.70 (95% CI, 0.67 to 0.72) for FINDRISC-MOOD and 0.68 (95% CI, 0.65 to 0.71) for the original FINDRISC. The AUROCs for DESIR and ADA were 0.66 (95% CI, 0.63 to 0.68) and 0.66 (95% CI, 0.63 to 0.69), respectively. There were no significant differences in AUROC between FINDRISC-MOOD and the other scores.Conclusions The results of FINDRISC-MOOD were like those of the other risk scores and do not allow it to be recommended for clinical use.