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Rapid diagnosis of primary ciliary dyskinesia: cell culture and soft computing analysis. | LitMetric

AI Article Synopsis

  • The study examines a new method for diagnosing primary ciliary dyskinesia (PCD) using nasal epithelial cell culture, which may speed up the diagnostic process in uncertain cases.
  • Researchers evaluated 151 patients suspected of having PCD through nasal brushing for ciliary motion analysis and cell culture, confirming the diagnosis in 36 individuals (mostly children).
  • The findings suggest that using suspension cell culture combined with artificial neural networks (ANN) can distinguish PCD from secondary ciliary dyskinesia in just five days, potentially eliminating the need for additional sample testing.

Article Abstract

Diagnosis of primary ciliary dyskinesia (PCD) sometimes requires repeated nasal brushing to exclude secondary ciliary alterations. Our aim was to evaluate whether the use of a new method of nasal epithelial cell culture can speed PCD diagnosis in doubtful cases and to identify which are the most informative parameters by means of a multilayer artificial neural network (ANN). A cross-sectional study was performed in patients with suspected PCD. All patients underwent nasal brushing for ciliary motion analysis, ultrastructural assessment and evaluation of ciliary function after ciliogenesis in culture by ANN. 151 subjects were studied. A diagnostic suspension cell culture was obtained in 117 nasal brushings. A diagnosis of PCD was made in 36 subjects (29 of whom were children). In nine out of the 36 patients the diagnosis was made only after a second brushing, because of equivocal results of both tests at first examination. In each of these subjects diagnosis of PCD was confirmed by cell culture results. Cell culture in suspension evaluated by means of ANN allows the separation of PCD from secondary ciliary dyskinesia patients after only 5 days of culture and allows diagnosis to be reached in doubtful cases, thus avoiding the necessity of a second sample.

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Source
http://dx.doi.org/10.1183/09031936.00039412DOI Listing

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