Topological data analysis reveals genotype-phenotype relationships in primary ciliary dyskinesia.

doi:10.1183/13993003.02359-2020

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Article

Topological data analysis reveals genotype-phenotype relationships in primary ciliary dyskinesia.

The European respiratory journal - 1 Aug 2021

Shoemark Amelia, Rubbo Bruna, Legendre Marie, Fassad Mahmoud R, Haarman Eric G, Best Sunayna, Bon Irma C M, Brandsma Joost, Burgel Pierre-Regis, Carlsson Gunnar, Carr Siobhan B, Carroll Mary, Edwards Matt, Escudier Estelle, Honoré Isabelle, Hunt David, Jouvion Gregory, Loebinger Michel R, Maitre Bernard, Morris-Rosendahl Deborah, Papon Jean-Francois, Parsons Camille M, Patel Mitali P, Thomas N Simon, Thouvenin Guillaume, Walker Woolf T, Wilson Robert, Hogg Claire, Mitchison Hannah M, Lucas Jane S

Abstract excerpt

BACKGROUND: Primary ciliary dyskinesia (PCD) is a heterogeneous inherited disorder caused by mutations in approximately 50 cilia-related genes. PCD genotype-phenotype relationships have mostly arisen from small case series because existing statistical approaches to investigating relationships have been unsuitable for rare diseases. METHODS: We applied a topological data analysis (TDA) approach to investigate...

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PMID: 33479112
DOI: 10.1183/13993003.02359-2020

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