Cargando…
Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study
BACKGROUND AND AIMS: Multiple organ dysfunction (MOD) is a potentially reversible physiological disorder that involves two or more systems. Modified NEOMOD (Neonatal Multiple Organ Dysfunction score) scale could be a useful instrument to measure MOD and predict mortality. Our aim was to validate mod...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10190535/ https://www.ncbi.nlm.nih.gov/pubmed/37205933 http://dx.doi.org/10.1002/hsr2.1065 |
_version_ | 1785043295429197824 |
---|---|
author | Torres‐Canchala, Laura Molina, Karen Barco, Mayra Soto, Laura Ballesteros, Adriana García, Alberto F. |
author_facet | Torres‐Canchala, Laura Molina, Karen Barco, Mayra Soto, Laura Ballesteros, Adriana García, Alberto F. |
author_sort | Torres‐Canchala, Laura |
collection | PubMed |
description | BACKGROUND AND AIMS: Multiple organ dysfunction (MOD) is a potentially reversible physiological disorder that involves two or more systems. Modified NEOMOD (Neonatal Multiple Organ Dysfunction score) scale could be a useful instrument to measure MOD and predict mortality. Our aim was to validate modified NEOMOD in patients from a neonatal intensive care unit (NICU) of a middle‐income country. METHODS: Diagnostic test study. Preterm newborns admitted NICU were included. Daily values were collected from birthday to Day 14. MOD was defined as at least one point in two or more systems. The lowest score is 0 and the maximum is 16. The outcome variable was mortality. Secondary outcomes were bronchopulmonary dysplasia, retinopathy of prematurity (ROP), late‐onset neonatal sepsis (LONS), intraventricular hemorrhage (IVH) and length of hospital stay. Area under the curve (AUC) and Hosmer–Lemeshow test were calculated to evaluate scale discrimination and calibration. Logistic regression was used to estimate the association between daily modified NEOMOD score and death. RESULTS: We included 273 patients who met the inclusion criteria. MOD incidence was 74.4%. The median gestational age in patients with MOD was 30 (interquartile range [IQR]: 27–33) and in patients without MOD it was 32 (IQR: 31–33) (p < 0.001). There were 40 deaths (14.6%), 38 (18.7%) from the MOD group and 2 (2.9%) from non‐MOD group. On accumulated Day 7, AUC was 0.89 (95% confidence interval [CI]: 0.83–0.95). Modified NEOMOD had good calibration (X (2) = 2.94, p = 0.982). DBP (12.8% vs. 2.9%, p = 0.001), ROP (3.9% vs. 0%, p = 0.090), IVH (33% vs. 12.9%, p < 0.001), and LONS (36.5% vs. 8.6%, p < 0.001) frequency was higher in the MOD group than non‐MOD group. Length of hospital stay also was higher in MOD group (median 21 days [IQR 7–44] vs. median 5 days [IQR 4–9], p = 0.004). CONCLUSION: Modified NEOMOD scale presents good discrimination and calibration for death in preterm children. This scale could help in clinical decision‐making in real‐time. |
format | Online Article Text |
id | pubmed-10190535 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101905352023-05-18 Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study Torres‐Canchala, Laura Molina, Karen Barco, Mayra Soto, Laura Ballesteros, Adriana García, Alberto F. Health Sci Rep Original Research BACKGROUND AND AIMS: Multiple organ dysfunction (MOD) is a potentially reversible physiological disorder that involves two or more systems. Modified NEOMOD (Neonatal Multiple Organ Dysfunction score) scale could be a useful instrument to measure MOD and predict mortality. Our aim was to validate modified NEOMOD in patients from a neonatal intensive care unit (NICU) of a middle‐income country. METHODS: Diagnostic test study. Preterm newborns admitted NICU were included. Daily values were collected from birthday to Day 14. MOD was defined as at least one point in two or more systems. The lowest score is 0 and the maximum is 16. The outcome variable was mortality. Secondary outcomes were bronchopulmonary dysplasia, retinopathy of prematurity (ROP), late‐onset neonatal sepsis (LONS), intraventricular hemorrhage (IVH) and length of hospital stay. Area under the curve (AUC) and Hosmer–Lemeshow test were calculated to evaluate scale discrimination and calibration. Logistic regression was used to estimate the association between daily modified NEOMOD score and death. RESULTS: We included 273 patients who met the inclusion criteria. MOD incidence was 74.4%. The median gestational age in patients with MOD was 30 (interquartile range [IQR]: 27–33) and in patients without MOD it was 32 (IQR: 31–33) (p < 0.001). There were 40 deaths (14.6%), 38 (18.7%) from the MOD group and 2 (2.9%) from non‐MOD group. On accumulated Day 7, AUC was 0.89 (95% confidence interval [CI]: 0.83–0.95). Modified NEOMOD had good calibration (X (2) = 2.94, p = 0.982). DBP (12.8% vs. 2.9%, p = 0.001), ROP (3.9% vs. 0%, p = 0.090), IVH (33% vs. 12.9%, p < 0.001), and LONS (36.5% vs. 8.6%, p < 0.001) frequency was higher in the MOD group than non‐MOD group. Length of hospital stay also was higher in MOD group (median 21 days [IQR 7–44] vs. median 5 days [IQR 4–9], p = 0.004). CONCLUSION: Modified NEOMOD scale presents good discrimination and calibration for death in preterm children. This scale could help in clinical decision‐making in real‐time. John Wiley and Sons Inc. 2023-05-17 /pmc/articles/PMC10190535/ /pubmed/37205933 http://dx.doi.org/10.1002/hsr2.1065 Text en © 2023 The Authors. Health Science Reports published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Torres‐Canchala, Laura Molina, Karen Barco, Mayra Soto, Laura Ballesteros, Adriana García, Alberto F. Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study |
title | Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study |
title_full | Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study |
title_fullStr | Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study |
title_full_unstemmed | Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study |
title_short | Modified NEOMOD score as a neonatal mortality prediction tool in a medium‐income country: A validation diagnostic test study |
title_sort | modified neomod score as a neonatal mortality prediction tool in a medium‐income country: a validation diagnostic test study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10190535/ https://www.ncbi.nlm.nih.gov/pubmed/37205933 http://dx.doi.org/10.1002/hsr2.1065 |
work_keys_str_mv | AT torrescanchalalaura modifiedneomodscoreasaneonatalmortalitypredictiontoolinamediumincomecountryavalidationdiagnosticteststudy AT molinakaren modifiedneomodscoreasaneonatalmortalitypredictiontoolinamediumincomecountryavalidationdiagnosticteststudy AT barcomayra modifiedneomodscoreasaneonatalmortalitypredictiontoolinamediumincomecountryavalidationdiagnosticteststudy AT sotolaura modifiedneomodscoreasaneonatalmortalitypredictiontoolinamediumincomecountryavalidationdiagnosticteststudy AT ballesterosadriana modifiedneomodscoreasaneonatalmortalitypredictiontoolinamediumincomecountryavalidationdiagnosticteststudy AT garciaalbertof modifiedneomodscoreasaneonatalmortalitypredictiontoolinamediumincomecountryavalidationdiagnosticteststudy |