Change of Outcomes in Pediatric Intestinal Failure: Use of Time-Series Analysis to Assess the Evolution of an Intestinal Rehabilitation Program

Background The clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains unclear. This study explored evolution in care and quantified independent effects of new treatment options. Study Design Consecutive patients (n ...

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Published inJournal of the American College of Surgeons Vol. 222; no. 6; pp. 1180 - 1188.e3
Main Authors Oliveira, Carol, MD, PhD, de Silva, Nicole T., MSc, Stanojevic, Sanja, PhD, Avitzur, Yaron, MD, Bayoumi, Ahmed M., MD, MSc, Ungar, Wendy J., PhD, Hoch, Jeffrey S., PhD, Wales, Paul W., MD, MSc, FACS
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Published United States Elsevier Inc 01.06.2016
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Abstract Background The clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains unclear. This study explored evolution in care and quantified independent effects of new treatment options. Study Design Consecutive patients (n = 196) with neonatal or infantile intestinal failure, born between July 1996 and December 2011, were derived from an intestinal rehabilitation program (IRP) patient registry. Change over time was analyzed using multivariable Box-Jenkins method-based autoregressive integrative moving average models (ARIMA), robust linear regression, and nonparametric trend analysis. Four systematically introduced treatment options (IRP, serial transverse enteroplasty, omega-3 lipid emulsions, and ethanol locks) were evaluated. Analyses were adjusted for patient characteristics and disease severity. The primary outcome was disease-specific mortality from liver failure and sepsis. Secondary outcomes included parenteral nutrition weaning, transplantations, catheter complications, and liver disease. Results Patient characteristics remained unchanged over time, except for decreasing small bowel length (−0.5%/quarter; 95% CI −0.85, −0.16) and ICU admission time (−0.6 days/quarter; 95% CI −1.03, −0.18). Disease-specific mortality diminished significantly over time (−0.02 deaths/quarter; 95% CI −0.03, −0.01) by IRP and omega-3 lipids introduction (−0.6 deaths/quarter each, 95% CI −1.23, −0.02 and −0.77, −0.45, respectively). Serial transverse enteroplasty and ethanol locks had no significant impact. Parenteral nutrition weaning and transplantations remained unchanged, while catheter sepsis and complication rates decreased by 0.3 episodes/1,000 catheter-days each (95% CI −0.43, −0.2 and −0.45, −0.24, respectively). Conclusions Introduction of IRP and omega-3 lipids independently decreased disease-specific mortality. For the first time, time series analysis was applied to evaluate effectiveness of treatment options in intestinal rehabilitation.
AbstractList The clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains unclear. This study explored evolution in care and quantified independent effects of new treatment options. Consecutive patients (n = 196) with neonatal or infantile intestinal failure, born between July 1996 and December 2011, were derived from an intestinal rehabilitation program (IRP) patient registry. Change over time was analyzed using multivariable Box-Jenkins method-based autoregressive integrative moving average models (ARIMA), robust linear regression, and nonparametric trend analysis. Four systematically introduced treatment options (IRP, serial transverse enteroplasty, omega-3 lipid emulsions, and ethanol locks) were evaluated. Analyses were adjusted for patient characteristics and disease severity. The primary outcome was disease-specific mortality from liver failure and sepsis. Secondary outcomes included parenteral nutrition weaning, transplantations, catheter complications, and liver disease. Patient characteristics remained unchanged over time, except for decreasing small bowel length (−0.5%/quarter; 95% CI −0.85, −0.16) and ICU admission time (−0.6 days/quarter; 95% CI −1.03, −0.18). Disease-specific mortality diminished significantly over time (−0.02 deaths/quarter; 95% CI −0.03, −0.01) by IRP and omega-3 lipids introduction (−0.6 deaths/quarter each, 95% CI −1.23, −0.02 and −0.77, −0.45, respectively). Serial transverse enteroplasty and ethanol locks had no significant impact. Parenteral nutrition weaning and transplantations remained unchanged, while catheter sepsis and complication rates decreased by 0.3 episodes/1,000 catheter-days each (95% CI −0.43, −0.2 and −0.45, −0.24, respectively). Introduction of IRP and omega-3 lipids independently decreased disease-specific mortality. For the first time, time series analysis was applied to evaluate effectiveness of treatment options in intestinal rehabilitation.
BACKGROUNDThe clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains unclear. This study explored evolution in care and quantified independent effects of new treatment options.STUDY DESIGNConsecutive patients (n = 196) with neonatal or infantile intestinal failure, born between July 1996 and December 2011, were derived from an intestinal rehabilitation program (IRP) patient registry. Change over time was analyzed using multivariable Box-Jenkins method-based autoregressive integrative moving average models (ARIMA), robust linear regression, and nonparametric trend analysis. Four systematically introduced treatment options (IRP, serial transverse enteroplasty, omega-3 lipid emulsions, and ethanol locks) were evaluated. Analyses were adjusted for patient characteristics and disease severity. The primary outcome was disease-specific mortality from liver failure and sepsis. Secondary outcomes included parenteral nutrition weaning, transplantations, catheter complications, and liver disease.RESULTSPatient characteristics remained unchanged over time, except for decreasing small bowel length (-0.5%/quarter; 95% CI -0.85, -0.16) and ICU admission time (-0.6 days/quarter; 95% CI -1.03, -0.18). Disease-specific mortality diminished significantly over time (-0.02 deaths/quarter; 95% CI -0.03, -0.01) by IRP and omega-3 lipids introduction (-0.6 deaths/quarter each, 95% CI -1.23, -0.02 and -0.77, -0.45, respectively). Serial transverse enteroplasty and ethanol locks had no significant impact. Parenteral nutrition weaning and transplantations remained unchanged, while catheter sepsis and complication rates decreased by 0.3 episodes/1,000 catheter-days each (95% CI -0.43, -0.2 and -0.45, -0.24, respectively).CONCLUSIONSIntroduction of IRP and omega-3 lipids independently decreased disease-specific mortality. For the first time, time series analysis was applied to evaluate effectiveness of treatment options in intestinal rehabilitation.
The clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains unclear. This study explored evolution in care and quantified independent effects of new treatment options. Consecutive patients (n = 196) with neonatal or infantile intestinal failure, born between July 1996 and December 2011, were derived from an intestinal rehabilitation program (IRP) patient registry. Change over time was analyzed using multivariable Box-Jenkins method-based autoregressive integrative moving average models (ARIMA), robust linear regression, and nonparametric trend analysis. Four systematically introduced treatment options (IRP, serial transverse enteroplasty, omega-3 lipid emulsions, and ethanol locks) were evaluated. Analyses were adjusted for patient characteristics and disease severity. The primary outcome was disease-specific mortality from liver failure and sepsis. Secondary outcomes included parenteral nutrition weaning, transplantations, catheter complications, and liver disease. Patient characteristics remained unchanged over time, except for decreasing small bowel length (-0.5%/quarter; 95% CI -0.85, -0.16) and ICU admission time (-0.6 days/quarter; 95% CI -1.03, -0.18). Disease-specific mortality diminished significantly over time (-0.02 deaths/quarter; 95% CI -0.03, -0.01) by IRP and omega-3 lipids introduction (-0.6 deaths/quarter each, 95% CI -1.23, -0.02 and -0.77, -0.45, respectively). Serial transverse enteroplasty and ethanol locks had no significant impact. Parenteral nutrition weaning and transplantations remained unchanged, while catheter sepsis and complication rates decreased by 0.3 episodes/1,000 catheter-days each (95% CI -0.43, -0.2 and -0.45, -0.24, respectively). Introduction of IRP and omega-3 lipids independently decreased disease-specific mortality. For the first time, time series analysis was applied to evaluate effectiveness of treatment options in intestinal rehabilitation.
Background The clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains unclear. This study explored evolution in care and quantified independent effects of new treatment options. Study Design Consecutive patients (n = 196) with neonatal or infantile intestinal failure, born between July 1996 and December 2011, were derived from an intestinal rehabilitation program (IRP) patient registry. Change over time was analyzed using multivariable Box-Jenkins method-based autoregressive integrative moving average models (ARIMA), robust linear regression, and nonparametric trend analysis. Four systematically introduced treatment options (IRP, serial transverse enteroplasty, omega-3 lipid emulsions, and ethanol locks) were evaluated. Analyses were adjusted for patient characteristics and disease severity. The primary outcome was disease-specific mortality from liver failure and sepsis. Secondary outcomes included parenteral nutrition weaning, transplantations, catheter complications, and liver disease. Results Patient characteristics remained unchanged over time, except for decreasing small bowel length (−0.5%/quarter; 95% CI −0.85, −0.16) and ICU admission time (−0.6 days/quarter; 95% CI −1.03, −0.18). Disease-specific mortality diminished significantly over time (−0.02 deaths/quarter; 95% CI −0.03, −0.01) by IRP and omega-3 lipids introduction (−0.6 deaths/quarter each, 95% CI −1.23, −0.02 and −0.77, −0.45, respectively). Serial transverse enteroplasty and ethanol locks had no significant impact. Parenteral nutrition weaning and transplantations remained unchanged, while catheter sepsis and complication rates decreased by 0.3 episodes/1,000 catheter-days each (95% CI −0.43, −0.2 and −0.45, −0.24, respectively). Conclusions Introduction of IRP and omega-3 lipids independently decreased disease-specific mortality. For the first time, time series analysis was applied to evaluate effectiveness of treatment options in intestinal rehabilitation.
Author Wales, Paul W., MD, MSc, FACS
Bayoumi, Ahmed M., MD, MSc
Hoch, Jeffrey S., PhD
de Silva, Nicole T., MSc
Stanojevic, Sanja, PhD
Avitzur, Yaron, MD
Ungar, Wendy J., PhD
Oliveira, Carol, MD, PhD
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/27067452$$D View this record in MEDLINE/PubMed
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2016 American College of Surgeons
Copyright © 2016 American College of Surgeons. Published by Elsevier Inc. All rights reserved.
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Keywords intestinal failure
autoregressive integrative moving average models
IRP
catheter-related bloodstream infections
central venous catheter
IQR
interquartile range
CVC
intestinal rehabilitation program
parenteral nutrition
ARIMA
IF
PN
CRBSI
Language English
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Snippet Background The clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains...
The clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains unclear. This...
BACKGROUNDThe clinical picture of pediatric intestinal failure has changed over the past 15 years, while effectiveness evolving treatment options remains...
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SubjectTerms Combined Modality Therapy
Fat Emulsions, Intravenous - therapeutic use
Fatty Acids, Omega-3 - therapeutic use
Female
Follow-Up Studies
Humans
Infant
Infant, Newborn
Linear Models
Male
Multivariate Analysis
Retrospective Studies
Short Bowel Syndrome - mortality
Short Bowel Syndrome - rehabilitation
Surgery
Treatment Outcome
Title Change of Outcomes in Pediatric Intestinal Failure: Use of Time-Series Analysis to Assess the Evolution of an Intestinal Rehabilitation Program
URI https://www.clinicalkey.es/playcontent/1-s2.0-S1072751516002271
https://dx.doi.org/10.1016/j.jamcollsurg.2016.03.007
https://www.ncbi.nlm.nih.gov/pubmed/27067452
https://search.proquest.com/docview/1792374627
Volume 222
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