Pediatric siMS score: A new, simple and accurate continuous metabolic syndrome score for everyday use in pediatrics

2017
Authors
Vuković, Rade
Milenković, Tatjana
Stojan, George
Vuković, Ana

Mitrović, Katarina
Todorović, Slađana

Soldatović, Ivan

Article (Published version)
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Background The dichotomous nature of the current definition of metabolic syndrome (MS) in youth results in loss of information. On the other hand, the calculation of continuous MS scores using standardized residuals in linear regression (Z scores) or factor scores of principal component analysis (PCA) is highly impractical for clinical use. Recently, a novel, easily calculated continuous MS score called siMS score was developed based on the IDF MS criteria for the adult population. Objective To develop a Pediatric siMS score (PsiMS), a modified continuous MS score for use in the obese youth, based on the original siMS score, while keeping the score as simple as possible and retaining high correlation with more complex scores. Subjects and methods The database consisted of clinical data on 153 obese (BMI >= 95th percentile) children and adolescents. Continuous MS scores were calculated using Z scores and PCA, as well as the original siMS score. Four variants of PsiMS score were develope...d in accordance with IDF criteria for MS in youth and correlation of these scores with PCA and Z score derived MS continuous scores was assessed. Results PsiMS score calculated using formula: (2xWaist/Height) + (Glucose(mmol/l)/5.6) + (triglycerides( mmol/l)/1.7) + (Systolic BP/130)-(HDL(mmol/l)/1.02) showed the highest correlation with most of the complex continuous scores (0.792-0.901). The original siMS score also showed high correlation with continuous MS scores. Conclusion PsiMS score represents a practical and accurate score for the evaluation of MS in the obese youth. The original siMS score should be used when evaluating large cohorts consisting of both adults and children.
Source:
PLoS One, 2017, 12, 12Publisher:
- Public Library Science, San Francisco
DOI: 10.1371/journal.pone.0189232
ISSN: 1932-6203
PubMed: 29211786
WoS: 000417212200076
Scopus: 2-s2.0-85037124902
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Stomatološki fakultetTY - JOUR AU - Vuković, Rade AU - Milenković, Tatjana AU - Stojan, George AU - Vuković, Ana AU - Mitrović, Katarina AU - Todorović, Slađana AU - Soldatović, Ivan PY - 2017 UR - https://smile.stomf.bg.ac.rs/handle/123456789/2258 AB - Background The dichotomous nature of the current definition of metabolic syndrome (MS) in youth results in loss of information. On the other hand, the calculation of continuous MS scores using standardized residuals in linear regression (Z scores) or factor scores of principal component analysis (PCA) is highly impractical for clinical use. Recently, a novel, easily calculated continuous MS score called siMS score was developed based on the IDF MS criteria for the adult population. Objective To develop a Pediatric siMS score (PsiMS), a modified continuous MS score for use in the obese youth, based on the original siMS score, while keeping the score as simple as possible and retaining high correlation with more complex scores. Subjects and methods The database consisted of clinical data on 153 obese (BMI >= 95th percentile) children and adolescents. Continuous MS scores were calculated using Z scores and PCA, as well as the original siMS score. Four variants of PsiMS score were developed in accordance with IDF criteria for MS in youth and correlation of these scores with PCA and Z score derived MS continuous scores was assessed. Results PsiMS score calculated using formula: (2xWaist/Height) + (Glucose(mmol/l)/5.6) + (triglycerides( mmol/l)/1.7) + (Systolic BP/130)-(HDL(mmol/l)/1.02) showed the highest correlation with most of the complex continuous scores (0.792-0.901). The original siMS score also showed high correlation with continuous MS scores. Conclusion PsiMS score represents a practical and accurate score for the evaluation of MS in the obese youth. The original siMS score should be used when evaluating large cohorts consisting of both adults and children. PB - Public Library Science, San Francisco T2 - PLoS One T1 - Pediatric siMS score: A new, simple and accurate continuous metabolic syndrome score for everyday use in pediatrics VL - 12 IS - 12 DO - 10.1371/journal.pone.0189232 ER -
@article{ author = "Vuković, Rade and Milenković, Tatjana and Stojan, George and Vuković, Ana and Mitrović, Katarina and Todorović, Slađana and Soldatović, Ivan", year = "2017", abstract = "Background The dichotomous nature of the current definition of metabolic syndrome (MS) in youth results in loss of information. On the other hand, the calculation of continuous MS scores using standardized residuals in linear regression (Z scores) or factor scores of principal component analysis (PCA) is highly impractical for clinical use. Recently, a novel, easily calculated continuous MS score called siMS score was developed based on the IDF MS criteria for the adult population. Objective To develop a Pediatric siMS score (PsiMS), a modified continuous MS score for use in the obese youth, based on the original siMS score, while keeping the score as simple as possible and retaining high correlation with more complex scores. Subjects and methods The database consisted of clinical data on 153 obese (BMI >= 95th percentile) children and adolescents. Continuous MS scores were calculated using Z scores and PCA, as well as the original siMS score. Four variants of PsiMS score were developed in accordance with IDF criteria for MS in youth and correlation of these scores with PCA and Z score derived MS continuous scores was assessed. Results PsiMS score calculated using formula: (2xWaist/Height) + (Glucose(mmol/l)/5.6) + (triglycerides( mmol/l)/1.7) + (Systolic BP/130)-(HDL(mmol/l)/1.02) showed the highest correlation with most of the complex continuous scores (0.792-0.901). The original siMS score also showed high correlation with continuous MS scores. Conclusion PsiMS score represents a practical and accurate score for the evaluation of MS in the obese youth. The original siMS score should be used when evaluating large cohorts consisting of both adults and children.", publisher = "Public Library Science, San Francisco", journal = "PLoS One", title = "Pediatric siMS score: A new, simple and accurate continuous metabolic syndrome score for everyday use in pediatrics", volume = "12", number = "12", doi = "10.1371/journal.pone.0189232" }
Vuković, R., Milenković, T., Stojan, G., Vuković, A., Mitrović, K., Todorović, S.,& Soldatović, I.. (2017). Pediatric siMS score: A new, simple and accurate continuous metabolic syndrome score for everyday use in pediatrics. in PLoS One Public Library Science, San Francisco., 12(12). https://doi.org/10.1371/journal.pone.0189232
Vuković R, Milenković T, Stojan G, Vuković A, Mitrović K, Todorović S, Soldatović I. Pediatric siMS score: A new, simple and accurate continuous metabolic syndrome score for everyday use in pediatrics. in PLoS One. 2017;12(12). doi:10.1371/journal.pone.0189232 .
Vuković, Rade, Milenković, Tatjana, Stojan, George, Vuković, Ana, Mitrović, Katarina, Todorović, Slađana, Soldatović, Ivan, "Pediatric siMS score: A new, simple and accurate continuous metabolic syndrome score for everyday use in pediatrics" in PLoS One, 12, no. 12 (2017), https://doi.org/10.1371/journal.pone.0189232 . .