Understanding Primary Ciliary Dyskinesia: Experience From a Mediterranean Diagnostic Reference Centre.

Standard diagnosis cilia clinical presentation primary ciliary dyskinesia reference centres

Journal

Journal of clinical medicine
ISSN: 2077-0383
Titre abrégé: J Clin Med
Pays: Switzerland
ID NLM: 101606588

Informations de publication

Date de publication:
16 Mar 2020
Historique:
received: 31 01 2020
revised: 08 03 2020
accepted: 10 03 2020
entrez: 20 3 2020
pubmed: 20 3 2020
medline: 20 3 2020
Statut: epublish

Résumé

Due to the lack of a gold standard diagnostic test, reference centres with experienced personnel and costly procedures are needed for primary ciliary dyskinesia (PCD) diagnostics. Diagnostic flowcharts always start with clinical symptoms. Therefore, the aim of this work is to define differential clinical criteria so that only patients clinically compatible with PCD are referred to reference centres. 18 variables from 476 Mediterranean patients with clinically suspicious PCD were collected. After analysing cilia function and ultrastructure, 89 individuals were diagnosed with PCD and 387 had a negative diagnosis. Simple logistic regression analysis, considering PCD as a dependent variable and the others as independent variables, was done. In order to define the variables that best explain PCD, a step-wise logistic regression model was defined. Aiming to classify individuals as PCD or PCD-like patients, based on variables included in the study, a classification and regression tree (CART) was designed. Simple logistic regression analysis shows statistically significant association between age at the beginning of their symptomatology, periodicity, fertility, situs inversus, recurrent otitis, atelectasis, bronchiectasis, chronic productive cough, rhinorrea, rhinusinusitis and recurrent pneumonias, and PCD. The step-wise logistic regression model selected situs inversus, atelectasis, rhinorrea, chronic productive cough, bronchiectasis, recurrent pneumonias, and otitis as PCD predictive variables (82% sensitivity, 88% specificity, and 0.92 Area Under the Curve (AUC)). A decision tree was designed in order to classify new individuals based on pansinusitis, situs inversus, periodicity, rhinorrea, bronchiectasis, and chronic wet cough.

Sections du résumé

BACKGROUND BACKGROUND
Due to the lack of a gold standard diagnostic test, reference centres with experienced personnel and costly procedures are needed for primary ciliary dyskinesia (PCD) diagnostics. Diagnostic flowcharts always start with clinical symptoms. Therefore, the aim of this work is to define differential clinical criteria so that only patients clinically compatible with PCD are referred to reference centres.
MATERIALS AND METHODS METHODS
18 variables from 476 Mediterranean patients with clinically suspicious PCD were collected. After analysing cilia function and ultrastructure, 89 individuals were diagnosed with PCD and 387 had a negative diagnosis. Simple logistic regression analysis, considering PCD as a dependent variable and the others as independent variables, was done. In order to define the variables that best explain PCD, a step-wise logistic regression model was defined. Aiming to classify individuals as PCD or PCD-like patients, based on variables included in the study, a classification and regression tree (CART) was designed.
RESULTS AND CONCLUSIONS CONCLUSIONS
Simple logistic regression analysis shows statistically significant association between age at the beginning of their symptomatology, periodicity, fertility, situs inversus, recurrent otitis, atelectasis, bronchiectasis, chronic productive cough, rhinorrea, rhinusinusitis and recurrent pneumonias, and PCD. The step-wise logistic regression model selected situs inversus, atelectasis, rhinorrea, chronic productive cough, bronchiectasis, recurrent pneumonias, and otitis as PCD predictive variables (82% sensitivity, 88% specificity, and 0.92 Area Under the Curve (AUC)). A decision tree was designed in order to classify new individuals based on pansinusitis, situs inversus, periodicity, rhinorrea, bronchiectasis, and chronic wet cough.

Identifiants

pubmed: 32188167
pii: jcm9030810
doi: 10.3390/jcm9030810
pmc: PMC7141270
pii:
doi:

Types de publication

Journal Article

Langues

eng

Références

J Clin Med. 2019 May 07;8(5):
pubmed: 31067752
Arch Bronconeumol. 2019 Aug;55(8):439-441
pubmed: 30850195
Cent Eur J Oper Res. 2018;26(1):135-159
pubmed: 29375266
Eur Respir J. 2016 Apr;47(4):1103-12
pubmed: 26917608
Rhinology. 2012 Mar;50(1):1-12
pubmed: 22469599
Chest. 2019 May;155(5):1008-1017
pubmed: 30826306
Multidiscip Respir Med. 2018 Aug 9;13(Suppl 1):26
pubmed: 30151188
Eur Respir J. 2017 Jan 4;49(1):
pubmed: 27836958
Eur Respir J. 2017 Nov 9;50(5):
pubmed: 29122913
AJR Am J Roentgenol. 2007 May;188(5):1232-8
pubmed: 17449765
Arch Dis Child Educ Pract Ed. 2019 Oct;104(5):265-269
pubmed: 30076157
Ann Am Thorac Soc. 2016 Aug;13(8):1305-13
pubmed: 27070726
Eur Respir J. 2019 Oct 24;54(4):
pubmed: 31273043
Indian Pediatr. 2011 Apr;48(4):277-87
pubmed: 21532099
Ultrastruct Pathol. 2005 Jan-Feb;29(1):3-8
pubmed: 15931775
Am J Rhinol Allergy. 2010 May-Jun;24(3):175-80
pubmed: 20537282
Am J Respir Crit Care Med. 2017 Jul 1;196(1):94-101
pubmed: 28199173
Am J Respir Crit Care Med. 2013 Oct 15;188(8):913-22
pubmed: 23796196
Arch Dis Child. 2007 Dec;92(12):1136-40
pubmed: 17634184

Auteurs

Miguel Armengot-Carceller (M)

Surgery Department, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain.
ENT Service, University and Polytechnic Hospital La Fe, 46026 Valencia, Spain.
Grupo de Biomedicina Molecular, Celular y Genómica IIS La Fe, 46026 Valencia, Spain.

Ana Reula (A)

Grupo de Biomedicina Molecular, Celular y Genómica IIS La Fe, 46026 Valencia, Spain.
Pathology Department, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain.

Manuel Mata-Roig (M)

Pathology Department, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain.

Jordi Pérez-Panadés (J)

Subdirección General de Epidemiología, Vigilancia de la Salud y Sanidad Ambiental, Conselleria de Sanitat Universal i Salut Pública, Generalitat Valenciana, 46010 Valencia, Spain.

Lara Milian-Medina (L)

Pathology Department, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain.

Carmen Carda-Batalla (C)

Pathology Department, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain.

Classifications MeSH