Stefania Mattioni, Ph.D.
banner
stefaniamatt.bsky.social
Stefania Mattioni, Ph.D.
@stefaniamatt.bsky.social
Cognitive neuroscientist exploring how sensory experience shape conceptual knowledge, using neuroimaging and behavioural approaches.
📄 Impact of a transient neonatal visual deprivation on the development of the ventral occipito-temporal cortex in humans
by Mattioni et al. (2025)
rdcu.be/eQjMH
November 19, 2025 at 9:07 AM
In sum:
Brief blindness right after birth permanently alters low level visual processing in EVC — but higher-level areas (VOTC) remain surprisingly resilient.
Although early deprivation disrupts basic feature encoding, the brain can develop normal categorical representations later in life.
November 19, 2025 at 9:07 AM
To dig deeper, we trained deep neural networks on degraded visual input to model how vision develops after early deprivation.
The networks mirrored our brain findings:
– Early layers (V1-like) stayed impaired
– Higher layers (VOTC-like) recovered normal categorical coding
November 19, 2025 at 9:07 AM
In addition, we ran a control experiment where typical participants viewed altered images to mimic the visual deficits of the cataract group.
Result: this degraded vision disrupted both EVC and VOTC — unlike in the cataract-reversal participants, where only EVC was affected.
November 19, 2025 at 9:07 AM
We also tested whether these effects were due to the participants’ current visual quality (e.g., reduced acuity, nystagmus).
Using the deepMReye toolbox, we tracked and controlled for eye movements ensuring that our brain results weren’t driven by differences in gaze behavior.
November 19, 2025 at 9:07 AM
We then tested within-category decoding: Can the brain tell apart individual images within a category?
Cataract-reversal participants showed reduced decoding accuracy in EVC across all categories tested.
This indicates a broad low-level visual impairment, not tied to any specific category.
November 19, 2025 at 9:07 AM
Representational similarity analyses showed:
• EVC matched low-level visual models less in cataract-reversal participants
• VOTC maintained normal categorical structure
Indicating impaired early visual coding but preserved downstream category representation.
November 19, 2025 at 9:07 AM
We used fMRI to study how “cataract-reversal” individuals process visual categories—faces, bodies, houses, tools, and words—compared with sighted controls.
The focus: how early deprivation affects low- and high-level visual processing, from EVC (early visual cortex) to VOTC (ventral occ-temp cort).
November 19, 2025 at 9:07 AM
1. 🧵 Thread: What happens to the visual brain after early transient blindness?
Our new Nature Communications paper examines a rare population: people born with dense bilateral cataracts—a short blindness occurring during a critical window of visual development.
🔗 rdcu.be/eQjMH
November 19, 2025 at 9:07 AM