Login / Signup

Rectal organoid morphology analysis (ROMA) as a promising diagnostic tool in cystic fibrosis.

Senne CuyxAnabela Santo RamalhoNikky CorthoutSteffen FieuwsEva FürstováKaline ArnautsMarc FerranteCatherine VerfaillieSebastian MunckMieke BoonMarijke ProesmansLieven DupontKris De BoeckFrançois Vermeulennull null
Published in: Thorax (2021)
Diagnosing cystic fibrosis (CF) when sweat chloride is not in the CF range and less than 2 disease-causing CFTR mutations are found requires physiological CFTR assays, which are not always feasible or available. We developed a new physiological CFTR assay based on the morphological differences between rectal organoids from subjects with and without CF. In organoids from 167 subjects with and 22 without CF, two parameters derived from a semi-automated image analysis protocol (rectal organoid morphology analysis, ROMA) fully discriminated CF subjects with two disease-causing mutations from non-CF subjects (p<0.001). ROMA, feasible at all ages, can be centralised to improve standardisation.
Keyphrases
  • cystic fibrosis
  • pseudomonas aeruginosa
  • lung function
  • high throughput
  • rectal cancer
  • randomized controlled trial
  • deep learning
  • chronic obstructive pulmonary disease