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Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis
Objective: Necrotizing enterocolitis (NEC) is characterized by peripheral cell abnormalities, yet few studies have analyzed the complete blood count (CBC) specifically by gestational age (GA). Our objective was to describe GA-specific immune abnormalities in NEC through a comprehensive analysis of t...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952609/ https://www.ncbi.nlm.nih.gov/pubmed/33718296 http://dx.doi.org/10.3389/fped.2021.604899 |
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author | Pantalone, Julia M. Liu, Silvia Olaloye, Oluwabunmi O. Prochaska, Erica C. Yanowitz, Toby Riley, Melissa M. Buland, Justin R. Brozanski, Beverly S. Good, Misty Konnikova, Liza |
author_facet | Pantalone, Julia M. Liu, Silvia Olaloye, Oluwabunmi O. Prochaska, Erica C. Yanowitz, Toby Riley, Melissa M. Buland, Justin R. Brozanski, Beverly S. Good, Misty Konnikova, Liza |
author_sort | Pantalone, Julia M. |
collection | PubMed |
description | Objective: Necrotizing enterocolitis (NEC) is characterized by peripheral cell abnormalities, yet few studies have analyzed the complete blood count (CBC) specifically by gestational age (GA). Our objective was to describe GA-specific immune abnormalities in NEC through a comprehensive analysis of the CBC differential. Methods: Using a cohort of 246 infants (177 cases, 69 controls) admitted to neonatal intensive care units at a single institution, we retrospectively analyzed CBCs around illness onset in NEC cases compared with controls. Cases included surgical NEC (S-NEC, 34.5%) and medical NEC (M-NEC, 65.5%). Infants were divided into those born at GA <33 and ≥33 weeks. Differences in CBC values were described as absolute and percent changes at NEC onset from baseline and at antibiotic completion after NEC. We used machine learning algorithms based on the CBC at NEC to generate predictive models for diagnosis. Results: At NEC onset, there was an acute drop in monocytes and lymphocytes along with a rise in bands in S-NEC infants born <33 weeks compared with M-NEC. In comparison, both M-NEC and S-NEC ≥33 weeks had a percent drop in neutrophils at diagnosis compared with controls. At antibiotic completion, monocytes in S-NEC <33 weeks significantly rose compared with M-NEC, yet for S-NEC ≥33 weeks, bands significantly dropped compared with M-NEC. Predictive modeling was able to accurately predict S-NEC from M-NEC and controls. Conclusion: There are discrete leukocyte patterns in NEC based on GA. The CBC at diagnosis may be useful in identifying patients who will require surgery. |
format | Online Article Text |
id | pubmed-7952609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79526092021-03-13 Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis Pantalone, Julia M. Liu, Silvia Olaloye, Oluwabunmi O. Prochaska, Erica C. Yanowitz, Toby Riley, Melissa M. Buland, Justin R. Brozanski, Beverly S. Good, Misty Konnikova, Liza Front Pediatr Pediatrics Objective: Necrotizing enterocolitis (NEC) is characterized by peripheral cell abnormalities, yet few studies have analyzed the complete blood count (CBC) specifically by gestational age (GA). Our objective was to describe GA-specific immune abnormalities in NEC through a comprehensive analysis of the CBC differential. Methods: Using a cohort of 246 infants (177 cases, 69 controls) admitted to neonatal intensive care units at a single institution, we retrospectively analyzed CBCs around illness onset in NEC cases compared with controls. Cases included surgical NEC (S-NEC, 34.5%) and medical NEC (M-NEC, 65.5%). Infants were divided into those born at GA <33 and ≥33 weeks. Differences in CBC values were described as absolute and percent changes at NEC onset from baseline and at antibiotic completion after NEC. We used machine learning algorithms based on the CBC at NEC to generate predictive models for diagnosis. Results: At NEC onset, there was an acute drop in monocytes and lymphocytes along with a rise in bands in S-NEC infants born <33 weeks compared with M-NEC. In comparison, both M-NEC and S-NEC ≥33 weeks had a percent drop in neutrophils at diagnosis compared with controls. At antibiotic completion, monocytes in S-NEC <33 weeks significantly rose compared with M-NEC, yet for S-NEC ≥33 weeks, bands significantly dropped compared with M-NEC. Predictive modeling was able to accurately predict S-NEC from M-NEC and controls. Conclusion: There are discrete leukocyte patterns in NEC based on GA. The CBC at diagnosis may be useful in identifying patients who will require surgery. Frontiers Media S.A. 2021-02-26 /pmc/articles/PMC7952609/ /pubmed/33718296 http://dx.doi.org/10.3389/fped.2021.604899 Text en Copyright © 2021 Pantalone, Liu, Olaloye, Prochaska, Yanowitz, Riley, Buland, Brozanski, Good and Konnikova. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pediatrics Pantalone, Julia M. Liu, Silvia Olaloye, Oluwabunmi O. Prochaska, Erica C. Yanowitz, Toby Riley, Melissa M. Buland, Justin R. Brozanski, Beverly S. Good, Misty Konnikova, Liza Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis |
title | Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis |
title_full | Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis |
title_fullStr | Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis |
title_full_unstemmed | Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis |
title_short | Gestational Age-Specific Complete Blood Count Signatures in Necrotizing Enterocolitis |
title_sort | gestational age-specific complete blood count signatures in necrotizing enterocolitis |
topic | Pediatrics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952609/ https://www.ncbi.nlm.nih.gov/pubmed/33718296 http://dx.doi.org/10.3389/fped.2021.604899 |
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