| Literature DB >> 27478377 |
Yuhei Hatakenaka1, Elisabeth Fernell2, Masahiko Sakaguchi3, Hitoshi Ninomiya3, Ichiro Fukunaga4, Christopher Gillberg2.
Abstract
BACKGROUND: Early identification of autism spectrum disorder, intellectual developmental disorder, attention-deficit/hyperactivity disorder, and other neurodevelopmental disorders/problems is crucial, yet diagnosis is often delayed for years under the often misguided "wait-and-see" paradigm. The early symptomatic syndromes eliciting neurodevelopmental clinical examinations-questionnaire (ESSENCE-Q) is a brief (12-item) screening questionnaire developed specifically for the purpose of speeding up the identification process of a wide variety of neurodevelopmental problems. The aims were to 1) estimate the reliability of the ESSENCE-Q, 2) evaluate the clinical cutoff levels suggested by the author of the ESSENCE-Q, and 3) propose optimal cutoff levels based on receiver operating characteristic analysis.Entities:
Keywords: ESSENCE; ESSENCE-Q; cutoff levels; receiver operating characteristic analysis
Year: 2016 PMID: 27478377 PMCID: PMC4951052 DOI: 10.2147/NDT.S108411
Source DB: PubMed Journal: Neuropsychiatr Dis Treat ISSN: 1176-6328 Impact factor: 2.570
Figure 1The flowchart shows all new patients under the age of 6 years referred to the Neurodevelopmental Center during the research period.
Note: The children assessed with the ESSENCE-Q are in the bold rectangle at the bottom of the chart.
Abbreviation: ESSENCE-Q, ESSENCE-Questionnaire.
Diagnosis and other information of the 130 children
| Diagnosis | Boys | Girls | Total | Mean age (months) (SD) at first visit and ESSENCE-Q screening | Mean age (months) (SD) at diagnosis | Mean period between first visit and diagnosis (months) (SD) |
|---|---|---|---|---|---|---|
| ASD | 32 | 10 | 42 | 37.6 (12.7) | 41.5 (13.4) | 3.9 (6.9) |
| ADHD | 14 | 0 | 14 | 49.1 (15.5) | 60.7 (13.5) | 11.6 (13.0) |
| IDD | 11 | 1 | 12 | 43.9 (13.3) | 46.6 (16.6) | 2.7 (8.6) |
| BIF | 1 | 1 | 2 | 46.5 | 46.5 | 0 |
| LD | 2 | 1 | 3 | 49.7 (11.4) | 62.3 (11.4) | 12.7 (11.4) |
| ASD + IDD | 17 | 3 | 20 | 35.4 (12.5) | 36.4 (12.5) | 1.0 (2.5) |
| ASD + ADHD | 8 | 1 | 9 | 48.6 (9.6) | 57.3 (9.3) | 8.8 (9.7) |
| ASD + DCD | 3 | 0 | 3 | 61.3 (5.9) | 64.3 (3.2) | 3.0 (3.0) |
| ADHD + IDD | 4 | 0 | 4 | 42.5 (13.5) | 49.8 (13.0) | 7.3 (10.4) |
| ADHD + DCD | 1 | 0 | 1 | 46 | 70 | 24 |
| LD + DCD | 1 | 0 | 1 | 47 | 67 | 20 |
| ASD + ADHD + DCD | 2 | 0 | 2 | 44 | 69 | 25 |
| Diagnosis (+) | 96 | 17 | 113 | 41.7 (13.7) | 47.3 (16.0) | 5.5 (9.1) |
| Diagnosis (−) | 13 | 4 | 17 | 40.5 (13.5) | 54.8 (12.1) | 13.5 (12.0) |
| All | 109 | 21 | 130 | 41.6 (13.7) | 48.1 (157) | 6.6 (9.8) |
Abbreviations: ADHD, attention-deficit/hyperactivity disorder; ASD, autism spectrum disorder; BIF, borderline intellectual functioning; DCD, developmental coordination disorder; ESSENCE-Q, ESSENCE-Questionnaire; IDD, intellectual development disorder; LD, learning difficulties; SD, standard deviation.
Sensitivity and specificity in all possible cutoff levels
| Number of “Yes” responses | Number of “Maybe/A Little” responses
| ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |
| 1 | (0.99, 0.18) | (0.97, 0.35) | (0.94, 0.53) | (0.89, 0.59) | (0.89, 0.65) | (0.87, 0.65) | (0.87, 0.65) | (0.86, 0.65) | (0.86, 0.65) | (0.86, 0.65) | (0.86, 0.65) |
| 2 | (0.98, 0.18) | (0.94, 0.47) | (0.87, 0.77) | (0.79, 0.82) | (0.76, 0.88) | (0.73, 0.88) | (0.71, 0.88) | (0.69, 0.88) | (0.69, 0.88) | (0.69, 0.88) | (0.69, 0.88) |
| 3 | (0.97, 0.18) | (0.89, 0.47) | (0.79, 0.77) | (0.70, 0.82) | (0.63, 0.88) | (0.55, 0.88) | (0.52, 0.88) | (0.49, 0.88) | (0.49, 0.88) | (0.49, 0.88) | (0.49, 0.88) |
| 4 | (0.96, 0.18) | (0.87, 0.53) | (0.76, 0.82) | (0.66, 0.88) | (0.55, 0.94) | (0.46, 0.94) | (0.43, 0.94) | (0.40, 0.94) | (0.39, 0.94) | (0.39, 0.94) | (0.39, 0.94) |
| 5 | (0.93, 0.18) | (0.84, 0.53) | (0.71, 0.82) | (0.59, 0.88) | (0.47, 1.00) | (0.37, 1.00) | (0.34, 1.00) | (0.30, 1.00) | (0.29, 1.00) | (0.29, 1.00) | (0.29, 1.00) |
| 6 | (0.91, 0.18) | (0.81, 0.53) | (0.65, 0.82) | (0.49, 0.88) | (0.35, 1.00) | (0.25, 1.00) | (0.21, 1.00) | (0.18, 1.00) | (0.17, 1.00) | (0.17, 1.00) | (0.17, 1.00) |
| 7 | (0.89, 0.18) | (0.79, 0.53) | (0.61, 0.82) | (0.42, 0.88) | (0.27, 1.00) | (0.16, 1.00) | (0.12, 1.00) | (0.09, 1.00) | (0.08, 1.00) | (0.08, 1.00) | (0.08, 1.00) |
| 8 | (0.87, 0.18) | (0.77, 0.53) | (0.58, 0.82) | (0.38, 0.88) | (0.24, 1.00) | (0.12, 1.00) | (0.09, 1.00) | (0.05, 1.00) | (0.04, 1.00) | (0.04, 1.00) | (0.04, 1.00) |
| 9 | (0.87, 0.18) | (0.77, 0.53) | (0.58, 0.82) | (0.37, 0.88) | (0.23, 1.00) | (0.12, 1.00) | (0.08, 1.00) | (0.04, 1.00) | (0.04, 1.00) | (0.04, 1.00) | (0.04, 1.00) |
| 10 | (0.87, 0.18) | (0.77, 0.53) | (0.56, 0.82) | (0.35, 0.88) | (0.21, 1.00) | (0.10, 1.00) | (0.06, 1.00) | (0.03, 1.00) | (0.02, 1.00) | (0.02, 1.00) | (0.02, 1.00) |
| 11 | (0.87, 0.18) | (0.75, 0.53) | (0.54, 0.82) | (0.34, 0.88) | (0.20, 1.00) | (0.08, 1.00) | (0.04, 1.00) | (0.01, 1.00) | (0.00, 1.00) | (0.00, 1.00) | (0.00, 1.00) |
Notes:
Cutoff level by the author of the ESSENCE-Q.
Cutoff levels that have the sensitivity and the specificity both in 0.7–0.8 ranges, and also sensitivity > specificity.
Abbreviation: ESSENCE-Q, ESSENCE-Questionnaire.
Combinations of cutoff levels with the three highest Youden indices
| Cutoff levels | Sensitivity 95% CI | Specificity 95% CI | Youden index 95% CI |
|---|---|---|---|
| Y ≥2 or M/AL ≥5 | 0.76 (0.67, 0.84) | 0.88 (0.64, 0.99) | 0.64 (0.31, 0.82) |
| Y ≥2 or M/AL ≥4 | 0.79 (0.70, 0.86) | 0.82 (0.57, 0.96) | 0.61 (0.27, 0.82) |
Notes: Youden index =sensitivity +specificity −1. Bold combination best fit with rule of thumb sensitivity > specificity, sensitivity and specificity both in 0.70–0.80 ranges, and Youden index high.
Abbreviations: CI, confidence interval; M/AL, Maybe/A Little; Y, Yes.