Cargando…

Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index

OBJECTIVE: To determine the optimal vital sign predictor of adverse maternal outcomes in women with hypovolemic shock secondary to obstetric hemorrhage and to develop thresholds for referral/intensive monitoring and need for urgent intervention to inform a vital sign alert device for low-resource se...

Descripción completa

Detalles Bibliográficos
Autores principales: El Ayadi, Alison M., Nathan, Hannah L., Seed, Paul T., Butrick, Elizabeth A., Hezelgrave, Natasha L., Shennan, Andrew H., Miller, Suellen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4762936/
https://www.ncbi.nlm.nih.gov/pubmed/26901161
http://dx.doi.org/10.1371/journal.pone.0148729
_version_ 1782417167871901696
author El Ayadi, Alison M.
Nathan, Hannah L.
Seed, Paul T.
Butrick, Elizabeth A.
Hezelgrave, Natasha L.
Shennan, Andrew H.
Miller, Suellen
author_facet El Ayadi, Alison M.
Nathan, Hannah L.
Seed, Paul T.
Butrick, Elizabeth A.
Hezelgrave, Natasha L.
Shennan, Andrew H.
Miller, Suellen
author_sort El Ayadi, Alison M.
collection PubMed
description OBJECTIVE: To determine the optimal vital sign predictor of adverse maternal outcomes in women with hypovolemic shock secondary to obstetric hemorrhage and to develop thresholds for referral/intensive monitoring and need for urgent intervention to inform a vital sign alert device for low-resource settings. STUDY DESIGN: We conducted secondary analyses of a dataset of pregnant/postpartum women with hypovolemic shock in low-resource settings (n = 958). Using receiver-operating curve analysis, we evaluated the predictive ability of pulse, systolic blood pressure, diastolic blood pressure, shock index, mean arterial pressure, and pulse pressure for three adverse maternal outcomes: (1) death, (2) severe maternal outcome (death or severe end organ dysfunction morbidity); and (3) a combined severe maternal and critical interventions outcome comprising death, severe end organ dysfunction morbidity, intensive care admission, blood transfusion ≥ 5 units, or emergency hysterectomy. Two threshold parameters with optimal rule-in and rule-out characteristics were selected based on sensitivities, specificities, and positive and negative predictive values. RESULTS: Shock index was consistently among the top two predictors across adverse maternal outcomes. Its discriminatory ability was significantly better than pulse and pulse pressure for maternal death (p<0.05 and p<0.01, respectively), diastolic blood pressure and pulse pressure for severe maternal outcome (p<0.01), and systolic and diastolic blood pressure, mean arterial pressure and pulse pressure for severe maternal outcome and critical interventions (p<0.01). A shock index threshold of ≥ 0.9 maintained high sensitivity (100.0) with clinical practicality, ≥ 1.4 balanced specificity (range 70.0–74.8) with negative predictive value (range 93.2–99.2), and ≥ 1.7 further improved specificity (range 80.7–90.8) without compromising negative predictive value (range 88.8–98.5). CONCLUSIONS: For women with hypovolemic shock from obstetric hemorrhage, shock index was consistently a strong predictor of all adverse outcomes. In lower-level facilities in low resource settings, we recommend a shock index threshold of ≥ 0.9 indicating need for referral, ≥ 1.4 indicating urgent need for intervention in tertiary facilities and ≥ 1.7 indicating high chance of adverse outcome. The vital sign alert device incorporated values 0.9 and 1.7; however, all thresholds will be prospectively validated and clinical pathways for action appropriate to setting established prior to clinical implementation.
format Online
Article
Text
id pubmed-4762936
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-47629362016-03-07 Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index El Ayadi, Alison M. Nathan, Hannah L. Seed, Paul T. Butrick, Elizabeth A. Hezelgrave, Natasha L. Shennan, Andrew H. Miller, Suellen PLoS One Research Article OBJECTIVE: To determine the optimal vital sign predictor of adverse maternal outcomes in women with hypovolemic shock secondary to obstetric hemorrhage and to develop thresholds for referral/intensive monitoring and need for urgent intervention to inform a vital sign alert device for low-resource settings. STUDY DESIGN: We conducted secondary analyses of a dataset of pregnant/postpartum women with hypovolemic shock in low-resource settings (n = 958). Using receiver-operating curve analysis, we evaluated the predictive ability of pulse, systolic blood pressure, diastolic blood pressure, shock index, mean arterial pressure, and pulse pressure for three adverse maternal outcomes: (1) death, (2) severe maternal outcome (death or severe end organ dysfunction morbidity); and (3) a combined severe maternal and critical interventions outcome comprising death, severe end organ dysfunction morbidity, intensive care admission, blood transfusion ≥ 5 units, or emergency hysterectomy. Two threshold parameters with optimal rule-in and rule-out characteristics were selected based on sensitivities, specificities, and positive and negative predictive values. RESULTS: Shock index was consistently among the top two predictors across adverse maternal outcomes. Its discriminatory ability was significantly better than pulse and pulse pressure for maternal death (p<0.05 and p<0.01, respectively), diastolic blood pressure and pulse pressure for severe maternal outcome (p<0.01), and systolic and diastolic blood pressure, mean arterial pressure and pulse pressure for severe maternal outcome and critical interventions (p<0.01). A shock index threshold of ≥ 0.9 maintained high sensitivity (100.0) with clinical practicality, ≥ 1.4 balanced specificity (range 70.0–74.8) with negative predictive value (range 93.2–99.2), and ≥ 1.7 further improved specificity (range 80.7–90.8) without compromising negative predictive value (range 88.8–98.5). CONCLUSIONS: For women with hypovolemic shock from obstetric hemorrhage, shock index was consistently a strong predictor of all adverse outcomes. In lower-level facilities in low resource settings, we recommend a shock index threshold of ≥ 0.9 indicating need for referral, ≥ 1.4 indicating urgent need for intervention in tertiary facilities and ≥ 1.7 indicating high chance of adverse outcome. The vital sign alert device incorporated values 0.9 and 1.7; however, all thresholds will be prospectively validated and clinical pathways for action appropriate to setting established prior to clinical implementation. Public Library of Science 2016-02-22 /pmc/articles/PMC4762936/ /pubmed/26901161 http://dx.doi.org/10.1371/journal.pone.0148729 Text en © 2016 El Ayadi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
El Ayadi, Alison M.
Nathan, Hannah L.
Seed, Paul T.
Butrick, Elizabeth A.
Hezelgrave, Natasha L.
Shennan, Andrew H.
Miller, Suellen
Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index
title Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index
title_full Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index
title_fullStr Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index
title_full_unstemmed Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index
title_short Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index
title_sort vital sign prediction of adverse maternal outcomes in women with hypovolemic shock: the role of shock index
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4762936/
https://www.ncbi.nlm.nih.gov/pubmed/26901161
http://dx.doi.org/10.1371/journal.pone.0148729
work_keys_str_mv AT elayadialisonm vitalsignpredictionofadversematernaloutcomesinwomenwithhypovolemicshocktheroleofshockindex
AT nathanhannahl vitalsignpredictionofadversematernaloutcomesinwomenwithhypovolemicshocktheroleofshockindex
AT seedpault vitalsignpredictionofadversematernaloutcomesinwomenwithhypovolemicshocktheroleofshockindex
AT butrickelizabetha vitalsignpredictionofadversematernaloutcomesinwomenwithhypovolemicshocktheroleofshockindex
AT hezelgravenatashal vitalsignpredictionofadversematernaloutcomesinwomenwithhypovolemicshocktheroleofshockindex
AT shennanandrewh vitalsignpredictionofadversematernaloutcomesinwomenwithhypovolemicshocktheroleofshockindex
AT millersuellen vitalsignpredictionofadversematernaloutcomesinwomenwithhypovolemicshocktheroleofshockindex