DiabetologiaPathologyPeer-reviewed journal article
Morpho-functional timeline of progressive cystic fibrosis pancreatic exocrine and endocrine pathology derived from semi-quantitative scoring and AI-driven quantitativeimage analysis
Yara Al-SelwiiD, DINA G. TINIAKOSiD, Sarah J. RichardsoniD, Christine S. FlaxmaniD, Lydia A. RusselliD, Matthew Palmer, Rowan Coulthard, Rashmi MaheshwariiD, Nicola J. DysoniD, Minna Honkanen‐ScottiD, Günter Klöppel, James AM Shaw, Nicole KattneriD
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Abstract
Cystic fibrosis (CF) is associated with pancreatic exocrine insufficiency (PEI) early in life and diabetes in up to 50% of adults. The underlying CF-related sequential changes within the pancreas associated with exocrine and endocrine insufficiency remain incompletely understood due to scarcity of available human tissue, protracted disease course and absence of established robust and reproducible analytical approaches. This study aimed to develop and apply a systematic analysis cross-sectionally to CF pancreatic tissue samples from donors over a wide age range to construct a timeline related to the main exocrine and endocrine changes underlying progressive disease. Based on a histopathological semi-quantitative scoring system and AI-driven quantitative image analysis pancreatic changes were individually evaluated and classified according to three patterns: fibrotic; fibrotic and lipotic; and lipoatrophic. This systematic evaluation was applied to 29 CF and 58 control donors without pancreatic disease. Rapid loss of acinar tissue with virtually complete absence by the age of 7 years was confirmed, mirrored by fatty tissue replacement - changes underlying PEI and likely preceding progression towards diabetes. Ductal blockage by thickened secretions was associated with increasing ductal dilatation accompanied by peri-ductal fibrosis, followed by ductal loss with involution of associated fibrosis in parallel with increasing adipocyte proportional area (PA). Remaining ducts were relatively small surrounded by residual fibrosis. Islets became increasingly clustered initially surrounded by activated pancreatic stellate cells (PSCs) and fibrosis and then disorganised by interposing fibrotic tissue between endocrine cell regions and surrounded by residual collagen stranding in a lipoatrophic pancreas. Overall islet mass was not significantly reduced but {beta}-cell PA was significantly reduced from birth without further loss over time. We concluded that the natural history of pancreatic CF progresses inexorably from peri-ductal fibrosis to global fat replacement with relatively well-maintained islet mass but PSC-associated fibrotic islet remodelling circumstantially implicated in {beta}-cell failure.
- organism: human
- assay: imaging
- research focus: cell type annotation
- research focus: spatial domain detection
- approach: statistical model
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