Literature DB >> 2372639

Predicting death from initial disease severity in very low birthweight infants: a method for comparing the performance of neonatal units.

W Tarnow-Mordi1, S Ogston, A R Wilkinson, E Reid, J Gregory, M Saeed, R Wilkie.   

Abstract

OBJECTIVES: To investigate (a) which clinical variables and physiological measures of disease severity best predict death in very low birthweight infants and (b) their use in comparing mortality between two neonatal units.
DESIGN: Retrospective study of two cohorts of very low birthweight infants from overlapping time periods who received mechanical ventilation.
SETTING: Two neonatal intensive care units (hospitals A and B).
SUBJECTS: 262 Very low birthweight infants, 130 in hospital A, 132 in hospital B. MAIN OUTCOME MEASURE: Death in hospital.
RESULTS: In hospital A the mean level of oxygenation in the first 12 hours of life, whether measured as inspired oxygen requirement (FIO2), arterial/alveolar oxygen (a/AO2) ratio, or alveolar-arterial oxygen difference (A-aDO2), was more closely associated with death than any of four "traditional" risk factors: low birth weight, short gestation, the diagnosis of respiratory distress syndrome, and male sex. Mean pH in the first 12 hours was as strongly associated with death as birth weight. Multiple logistic regression models were derived in infants from hospital A using the four traditional risk factors with measures of oxygenation and pH. The validity of each model was then tested in infants from hospital B. The model based on the four traditional risk factors alone predicted death in hospital B with only 31% sensitivity. Adding mean a/AO2 ratio and mean pH increased its sensitivity to 75%, and when mean a/AO2 ratio was replaced by mean FIO2 its sensitivity increased further to 81%. Based on crude mortality rates alone, the odds of death in hospital A versus hospital B were 0.67 (95% confidence interval 0.37 to 1.23). After correcting for traditional risk factors and mean FIO2 and mean pH, however, the odds of death in hospital A increased to 3.27 (1.35 to 7.92; p less than 0.01). This increased risk persisted after adjusting for the time difference between each cohort.
CONCLUSIONS: Crude comparisons of hospital mortality can be highly misleading. Reliable assessment of neonatal outcome is impossible without correcting for major risk factors, particularly initial disease severity. International agreement on a minimum core dataset of clinical and physiological information could improve neonatal audit and help to identify effective treatments and policies.

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Year:  1990        PMID: 2372639      PMCID: PMC1663281          DOI: 10.1136/bmj.300.6740.1611

Source DB:  PubMed          Journal:  BMJ        ISSN: 0959-8138


  20 in total

1.  Variability in 28-day outcomes for very low birth weight infants: an analysis of 11 neonatal intensive care units.

Authors:  J D Horbar; T L McAuliffe; S M Adler; S Albersheim; G Cassady; W Edwards; R Jones; J Kattwinkel; E N Kraybill; V Krishnan
Journal:  Pediatrics       Date:  1988-10       Impact factor: 7.124

2.  APACHE II: a severity of disease classification system.

Authors:  W A Knaus; E A Draper; D P Wagner; J E Zimmerman
Journal:  Crit Care Med       Date:  1985-10       Impact factor: 7.598

3.  Mechanical ventilation for the newborn.

Authors:  C R Maddock; R G Carpenter; A Gardner
Journal:  Lancet       Date:  1988-03-26       Impact factor: 79.321

4.  A population-based evaluation of sustained mechanical ventilation of newborn babies.

Authors:  C R Maddock
Journal:  Lancet       Date:  1987-11-28       Impact factor: 79.321

5.  Is chronic lung disease in low birth weight infants preventable? A survey of eight centers.

Authors:  M E Avery; W H Tooley; J B Keller; S S Hurd; M H Bryan; R B Cotton; M F Epstein; P M Fitzhardinge; C B Hansen; T N Hansen
Journal:  Pediatrics       Date:  1987-01       Impact factor: 7.124

6.  Accurate prediction of the outcome of pediatric intensive care. A new quantitative method.

Authors:  M M Pollack; U E Ruttimann; P R Getson
Journal:  N Engl J Med       Date:  1987-01-15       Impact factor: 91.245

7.  Chronic lung disease in infants with very low birth weight. A population-based study.

Authors:  E N Kraybill; C L Bose; A J D'Ercole
Journal:  Am J Dis Child       Date:  1987-07

8.  Double-blind clinical trial of calf lung surfactant extract for the prevention of hyaline membrane disease in extremely premature infants.

Authors:  M S Kwong; E A Egan; R H Notter; D L Shapiro
Journal:  Pediatrics       Date:  1985-10       Impact factor: 7.124

9.  Prognosis for infants born at 23 to 28 weeks' gestation.

Authors:  V Y Yu; H L Loke; B Bajuk; W Szymonowicz; A A Orgill; J Astbury
Journal:  Br Med J (Clin Res Ed)       Date:  1986-11-08

10.  The viable child. The Croonian lecture 1988.

Authors:  D Hull
Journal:  J R Coll Physicians Lond       Date:  1988-07
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  17 in total

1.  Assessing mortality risk in very low birthweight infants: a comparison of CRIB, CRIB-II, and SNAPPE-II.

Authors:  L Gagliardi; A Cavazza; A Brunelli; M Battaglioli; D Merazzi; F Tandoi; D Cella; G F Perotti; M Pelti; I Stucchi; F Frisone; A Avanzini; R Bellù
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  2004-09       Impact factor: 5.747

Review 2.  Approaches to medical audit.

Authors:  A Hopkins
Journal:  J Epidemiol Community Health       Date:  1991-03       Impact factor: 3.710

3.  Artificial neural network for risk assessment in preterm neonates.

Authors:  B Zernikow; K Holtmannspoetter; E Michel; W Pielemeier; F Hornschuh; A Westermann; K H Hennecke
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  1998-09       Impact factor: 5.747

4.  Illness severity measured by CRIB score: a product of changes in perinatal care?

Authors:  J H Baumer; D Wright; T Mill
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  1997-11       Impact factor: 5.747

5.  Comparison of mortality risk: a score for very low birthweight infants.

Authors:  R F Maier; M Rey; B C Metze; M Obladen
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  1997-05       Impact factor: 5.747

6.  Risk adjusted and population based studies of the outcome for high risk infants in Scotland and Australia. International Neonatal Network, Scottish Neonatal Consultants, Nurses Collaborative Study Group.

Authors: 
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  2000-03       Impact factor: 5.747

7.  Pulmonary and systemic arterial pressure in hyaline membrane disease.

Authors:  J R Skinner; R J Boys; S Hunter; E N Hey
Journal:  Arch Dis Child       Date:  1992-04       Impact factor: 3.791

8.  Neonatal intensive care. International network provides feedback.

Authors:  W Tarnow-Mordi
Journal:  BMJ       Date:  1993-07-03

9.  Health services research: what is being done, why do it at all?

Authors:  E G Jessop
Journal:  Postgrad Med J       Date:  1994-10       Impact factor: 2.401

10.  Static respiratory compliance in the newborn. I: A clinical and prognostic index for mechanically ventilated infants.

Authors:  W O Tarnow-Mordi; R A Wilkie; E Reid
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  1994-01       Impact factor: 5.747

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