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

DOI
https://doi.org/10.1136/bmjopen-2023-083121
Journal volume & issue
Vol. 14, no. 6

Abstract

Read online

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.