A prediction rule to identify severe cases among adult patients hospitalized with pandemic influenza a (H1N1) 2009

Won Sup Oh, Seung Joon Lee, Chang Seop Lee, Ji An Hur, Ae Chung Hur, Yoon Seon Park, Sang Taek Heo, In Gyu Bae, Sang Won Park, Eu Suk Kim, Hong Bin Kim, Kyoung Ho Song, Kkot Sil Lee, Sang Rok Lee, Joon Sup Yeom, Su Jin Lee, Baek Nam Kim, Yee Gyung Kwak, Jae Hoon Lee, Yong Keun KimHyo Youl Kim, Nam Joong Kim, Myoung Don Oh

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

The purpose of this study was to establish a prediction rule for severe illness in adult patients hospitalized with pandemic influenza A (H1N1) 2009. At the time of initial presentation, the baseline characteristics of those with severe illness (i.e., admission to intensive care unit, mechanical ventilation, or death) were compared to those of patients with non-severe illnesses. A total of 709 adults hospitalized with pandemic influenza A (H1N1) 2009 were included: 75 severe and 634 non-severe cases. The multivariate analysis demonstrated that altered mental status, hypoxia (PaO2/FiO2 ≤ 250), bilateral lung infiltration, and old age (≥ 65 yr) were independent risk factors for severe cases (all P < 0.001). The area under the ROC curve (0.834 [95% CI, 0.778-0.890]) of the number of risk factors were not significantly different with that of APACHE II score (0.840 [95% CI, 0.790-0.891]) (P = 0.496). The presence of ≥ 2 risk factors had a higher sensitivity, specificity, positive predictive value and negative predictive value than an APACHE II score of ≥ 13. As a prediction rule, the presence of ≥ 2 these risk factors is a powerful and easy-to-use predictor of the severity in adult patients hospitalized with pandemic influenza A (H1N1) 2009.

Original languageEnglish
Pages (from-to)499-506
Number of pages8
JournalJournal of Korean medical science
Volume26
Issue number4
DOIs
Publication statusPublished - 2011 Apr 1

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Pandemics
Human Influenza
APACHE
Artificial Respiration
ROC Curve
Area Under Curve
Intensive Care Units
Multivariate Analysis
Sensitivity and Specificity
Lung

All Science Journal Classification (ASJC) codes

  • Medicine(all)

Cite this

Oh, Won Sup ; Lee, Seung Joon ; Lee, Chang Seop ; Hur, Ji An ; Hur, Ae Chung ; Park, Yoon Seon ; Heo, Sang Taek ; Bae, In Gyu ; Park, Sang Won ; Kim, Eu Suk ; Kim, Hong Bin ; Song, Kyoung Ho ; Lee, Kkot Sil ; Lee, Sang Rok ; Yeom, Joon Sup ; Lee, Su Jin ; Kim, Baek Nam ; Kwak, Yee Gyung ; Lee, Jae Hoon ; Kim, Yong Keun ; Kim, Hyo Youl ; Kim, Nam Joong ; Oh, Myoung Don. / A prediction rule to identify severe cases among adult patients hospitalized with pandemic influenza a (H1N1) 2009. In: Journal of Korean medical science. 2011 ; Vol. 26, No. 4. pp. 499-506.
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abstract = "The purpose of this study was to establish a prediction rule for severe illness in adult patients hospitalized with pandemic influenza A (H1N1) 2009. At the time of initial presentation, the baseline characteristics of those with severe illness (i.e., admission to intensive care unit, mechanical ventilation, or death) were compared to those of patients with non-severe illnesses. A total of 709 adults hospitalized with pandemic influenza A (H1N1) 2009 were included: 75 severe and 634 non-severe cases. The multivariate analysis demonstrated that altered mental status, hypoxia (PaO2/FiO2 ≤ 250), bilateral lung infiltration, and old age (≥ 65 yr) were independent risk factors for severe cases (all P < 0.001). The area under the ROC curve (0.834 [95{\%} CI, 0.778-0.890]) of the number of risk factors were not significantly different with that of APACHE II score (0.840 [95{\%} CI, 0.790-0.891]) (P = 0.496). The presence of ≥ 2 risk factors had a higher sensitivity, specificity, positive predictive value and negative predictive value than an APACHE II score of ≥ 13. As a prediction rule, the presence of ≥ 2 these risk factors is a powerful and easy-to-use predictor of the severity in adult patients hospitalized with pandemic influenza A (H1N1) 2009.",
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Oh, WS, Lee, SJ, Lee, CS, Hur, JA, Hur, AC, Park, YS, Heo, ST, Bae, IG, Park, SW, Kim, ES, Kim, HB, Song, KH, Lee, KS, Lee, SR, Yeom, JS, Lee, SJ, Kim, BN, Kwak, YG, Lee, JH, Kim, YK, Kim, HY, Kim, NJ & Oh, MD 2011, 'A prediction rule to identify severe cases among adult patients hospitalized with pandemic influenza a (H1N1) 2009', Journal of Korean medical science, vol. 26, no. 4, pp. 499-506. https://doi.org/10.3346/jkms.2011.26.4.499

A prediction rule to identify severe cases among adult patients hospitalized with pandemic influenza a (H1N1) 2009. / Oh, Won Sup; Lee, Seung Joon; Lee, Chang Seop; Hur, Ji An; Hur, Ae Chung; Park, Yoon Seon; Heo, Sang Taek; Bae, In Gyu; Park, Sang Won; Kim, Eu Suk; Kim, Hong Bin; Song, Kyoung Ho; Lee, Kkot Sil; Lee, Sang Rok; Yeom, Joon Sup; Lee, Su Jin; Kim, Baek Nam; Kwak, Yee Gyung; Lee, Jae Hoon; Kim, Yong Keun; Kim, Hyo Youl; Kim, Nam Joong; Oh, Myoung Don.

In: Journal of Korean medical science, Vol. 26, No. 4, 01.04.2011, p. 499-506.

Research output: Contribution to journalArticle

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T1 - A prediction rule to identify severe cases among adult patients hospitalized with pandemic influenza a (H1N1) 2009

AU - Oh, Won Sup

AU - Lee, Seung Joon

AU - Lee, Chang Seop

AU - Hur, Ji An

AU - Hur, Ae Chung

AU - Park, Yoon Seon

AU - Heo, Sang Taek

AU - Bae, In Gyu

AU - Park, Sang Won

AU - Kim, Eu Suk

AU - Kim, Hong Bin

AU - Song, Kyoung Ho

AU - Lee, Kkot Sil

AU - Lee, Sang Rok

AU - Yeom, Joon Sup

AU - Lee, Su Jin

AU - Kim, Baek Nam

AU - Kwak, Yee Gyung

AU - Lee, Jae Hoon

AU - Kim, Yong Keun

AU - Kim, Hyo Youl

AU - Kim, Nam Joong

AU - Oh, Myoung Don

PY - 2011/4/1

Y1 - 2011/4/1

N2 - The purpose of this study was to establish a prediction rule for severe illness in adult patients hospitalized with pandemic influenza A (H1N1) 2009. At the time of initial presentation, the baseline characteristics of those with severe illness (i.e., admission to intensive care unit, mechanical ventilation, or death) were compared to those of patients with non-severe illnesses. A total of 709 adults hospitalized with pandemic influenza A (H1N1) 2009 were included: 75 severe and 634 non-severe cases. The multivariate analysis demonstrated that altered mental status, hypoxia (PaO2/FiO2 ≤ 250), bilateral lung infiltration, and old age (≥ 65 yr) were independent risk factors for severe cases (all P < 0.001). The area under the ROC curve (0.834 [95% CI, 0.778-0.890]) of the number of risk factors were not significantly different with that of APACHE II score (0.840 [95% CI, 0.790-0.891]) (P = 0.496). The presence of ≥ 2 risk factors had a higher sensitivity, specificity, positive predictive value and negative predictive value than an APACHE II score of ≥ 13. As a prediction rule, the presence of ≥ 2 these risk factors is a powerful and easy-to-use predictor of the severity in adult patients hospitalized with pandemic influenza A (H1N1) 2009.

AB - The purpose of this study was to establish a prediction rule for severe illness in adult patients hospitalized with pandemic influenza A (H1N1) 2009. At the time of initial presentation, the baseline characteristics of those with severe illness (i.e., admission to intensive care unit, mechanical ventilation, or death) were compared to those of patients with non-severe illnesses. A total of 709 adults hospitalized with pandemic influenza A (H1N1) 2009 were included: 75 severe and 634 non-severe cases. The multivariate analysis demonstrated that altered mental status, hypoxia (PaO2/FiO2 ≤ 250), bilateral lung infiltration, and old age (≥ 65 yr) were independent risk factors for severe cases (all P < 0.001). The area under the ROC curve (0.834 [95% CI, 0.778-0.890]) of the number of risk factors were not significantly different with that of APACHE II score (0.840 [95% CI, 0.790-0.891]) (P = 0.496). The presence of ≥ 2 risk factors had a higher sensitivity, specificity, positive predictive value and negative predictive value than an APACHE II score of ≥ 13. As a prediction rule, the presence of ≥ 2 these risk factors is a powerful and easy-to-use predictor of the severity in adult patients hospitalized with pandemic influenza A (H1N1) 2009.

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