The reliability of prediction of outcome in spina bifida

Insights

Clinical experts accurately predicted survival for most spina bifida cases but struggled with predicting outcomes for open myelocele. This highlights challenges in selecting spina bifida treatments, suggesting paralysis and incontinence shouldn't exclude infants from care.

Area of Science:

  • Pediatric Neurosurgery
  • Clinical Prediction Modeling
  • Spina Bifida Outcomes

Background:

  • Spina bifida is a complex congenital condition requiring careful treatment selection.
  • Predicting long-term outcomes for neonates with spina bifida remains challenging for clinicians.

Purpose of the Study:

  • To evaluate the accuracy of clinical predictions regarding survival and quality of life in neonates with spina bifida.
  • To identify factors influencing prediction accuracy and inform treatment selection strategies.

Main Methods:

  • Two neurosurgeons and two pediatricians retrospectively reviewed clinical findings of 85 neonates with spina bifida.
  • Clinicians predicted survival, intellect, locomotion, and continence without knowing actual outcomes.

Main Results:

  • Accurate survival predictions were made for meningocele, closed myelocele, and encephalocele.
  • Predictions for open myelocele varied, with pediatricians overestimating survival and surgeons overestimating mortality.
  • Intellectual outcome predictions were often inaccurate, particularly in cases with hydrocephalus, infection, or shunt complications.

Conclusions:

  • The inability to predict hydrocephalus and infection complications complicates treatment selection for spina bifida.
  • Limb paralysis and incontinence should not be primary factors for excluding infants from treatment consideration.
  • Improved prediction models are needed to optimize clinical decision-making in spina bifida management.

Related Concept Videos

Neurulation01:30

Neurulation

Neurulation is the embryological process which forms the precursors of the central nervous system and occurs after gastrulation has established the three primary cell layers of the embryo: ectoderm, mesoderm, and endoderm. In humans, the majority of this system is formed via primary neurulation, in which the central portion of the ectoderm—originally appearing as a flat sheet of cells—folds upwards and inwards, sealing off to form a hollow neural tube. As development proceeds, the anterior...
Regression Toward the Mean01:52

Regression Toward the Mean

Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when researchers try to extrapolate results...
Prediction Intervals01:03

Prediction Intervals

The interval estimate of any variable is known as the prediction interval. It helps decide if a point estimate is dependable.
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y. 
The...