Related Experiment Video
Updated: Feb 12, 2026

Comprehensive Autopsy Program for Individuals with Multiple Sclerosis
Published on: July 19, 2019
Cerebellar volume as an imaging marker of development in infants with tuberous sclerosis complex
Siddharth Srivastava1, Anna K Prohl1, Benoit Scherrer1
1From the Departments of Neurology (S.S., K.K., M.S.) and Radiology (A.K.P., B.S., S.K.W.), Boston Children's Hospital, Harvard Medical School, Boston, MA; and Department of Pediatrics (D.A.K.), Division of Neurology, Cincinnati Children's Hospital Medical Center, OH.
Insights
In infants with tuberous sclerosis complex (TSC), cerebellar volume correlates with neurodevelopmental outcomes. Specifically, larger cerebellar volumes in TSC2 mutation patients predict better cognitive and motor skills.
Area of Science:
- Neuroscience
- Pediatrics
- Genetics
Background:
- Tuberous sclerosis complex (TSC) is a genetic disorder affecting multiple organs, including the brain.
- Neurodevelopmental challenges are common in infants with TSC.
- The cerebellum plays a crucial role in motor control and cognitive functions.
Purpose of the Study:
- To investigate the relationship between cerebellar structure volumes and neurodevelopmental outcomes in 1-year-old infants with TSC.
- To identify potential imaging biomarkers for predicting neurodevelopmental trajectories in TSC.
Main Methods:
- A cohort of 70 infants (12 months old) with TSC (TSC1 or TSC2 mutations) was analyzed.
- Relative volumes of cerebellar structures were measured using MRI and the PSTAPLE algorithm.
- Cerebellar volumes were correlated with Mullen Scales of Early Learning (MSEL) scores.
Main Results:
- In patients with TSC2 mutations, a 1% increase in total cerebellar volume was associated with a 10-point increase in MSEL composite score (p < 0.001).
- Positive correlations were observed between cerebellar structure volumes and expressive language, visual reception, receptive language, gross motor, and fine motor skills in TSC2 patients.
- No statistically significant relationship was found between cerebellar volume and MSEL composite scores in patients with TSC1 mutations.
Conclusions:
- Cerebellar volume may serve as a predictive biomarker for neurodevelopmental severity in infants with TSC, particularly those with TSC2 mutations.
- Cerebellar volume loss, potentially due to Purkinje cell degeneration, might be linked to poorer neurodevelopmental outcomes in TSC2 patients.
Objective:
In this cohort analysis, we studied 1-year-old infants with tuberous sclerosis complex (TSC), correlating volumes of cerebellar structures with neurodevelopmental measures.
Methods:
We analyzed data from a prospective biomarker study in infants with TSC (ClinicalTrials.gov NCT01780441). We included participants aged 12 months with an identified mutation of TSC1 or TSC2. Using MRI segmentation performed with the PSTAPLE algorithm, we measured relative volumes (structure volume divided by intracranial contents volume) of the following structures: right/left cerebellar white matter, right/left cerebellar exterior, vermal lobules I-V, vermal lobules VI-VII, and vermal lobules VIII-X. We correlated relative volumes to Mullen Scales of Early Learning (MSEL) scores.
Results:
There were 70 participants (mean age 1.03 [0.11] years): n = 11 had a TSC1 mutation; n = 59 had a TSC2 mutation. For patients with TSC2 mutation, for every percentage increase in total cerebellar volume, there was an approximate 10-point increase in MSEL composite score (β = 10.47 [95% confidence interval 5.67, 15.27], p < 0.001). For patients with TSC1 mutation, the relationship between cerebellar volume and MSEL composite score was not statistically significant (β = -10.88 [95% confidence interval -22.16, 0.41], p = 0.06). For patients with TSC2 mutation, there were positive slopes when regressing expressive language and visual reception skills with volumes of nearly all cerebellar structures (p ≤ 0.29); there were also positive slopes when regressing receptive language skills, gross motor skills, and fine motor skills with volumes of cerebellar right/left exterior (p ≤ 0.014).
Conclusions:
Cerebellar volume loss-perhaps reflecting Purkinje cell degeneration-may predict neurodevelopmental severity in patients with TSC2 mutations.
Related Concept Videos
Drug Dosing: Infants and Children
Constant Volume Calorimetry
Volume of Distribution
Problem Solving: Volume
Respiratory Volumes
Tidal Volume (TV) Tidal volume (TV) is the air inhaled or exhaled in a...
Work Done During Volume Change
Consider a gas confined to a cylinder fitted with a movable piston at one end. If the gas expands from volume V1 to volume V2, it exerts a force on the piston, such that the piston moves by a distance dr.
The work done by the gas on the piston can be expressed as

