Predicting Acute and Post-Recovery Outcomes in Cerebral Malaria and Other Comas by Optical Coherence Tomography (OCT in CM) - A protocol for an observational cohort study of Malawian children.
Kyle J WilsonZhanhan TuEmmie MbalePriscilla Princess MhangoPetros KayangeMelissa J GladstoneSimon HardingIrene GottlobMarta Garcia-FinanaYaochun ShenTerrie E TaylorKarl B SeydelYalin ZhengNicholas A V BearePublished in: Wellcome open research (2023)
Cerebral malaria (CM) remains a significant global health challenge with high morbidity and mortality. Malarial retinopathy has been shown to be diagnostically and prognostically significant in the assessment of CM. The major mechanism of death in paediatric CM is brain swelling. Long term morbidity is typically characterised by neurological and neurodevelopmental sequelae. Optical coherence tomography can be used to quantify papilloedema and macular ischaemia, identified as hyperreflectivity. Here we describe a protocol to test the hypotheses that quantification of optic nerve head swelling using optical coherence tomography can identify severe brain swelling in CM, and that quantification of hyperreflectivity in the macula predicts neurodevelopmental outcomes post-recovery. Additionally, our protocol includes the development of a novel, low-cost, handheld optical coherence tomography machine and artificial intelligence tools to assist in image analysis.
Keyphrases
- optical coherence tomography
- optic nerve
- artificial intelligence
- diabetic retinopathy
- global health
- low cost
- cerebral ischemia
- randomized controlled trial
- plasmodium falciparum
- deep learning
- subarachnoid hemorrhage
- big data
- public health
- white matter
- resting state
- intensive care unit
- type diabetes
- liver failure
- multiple sclerosis
- blood brain barrier
- early onset
- metabolic syndrome
- respiratory failure
- glycemic control
- insulin resistance