Cargando…

The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease

OBJECTIVES: To establish a possible relation of dependency between pulmonary hypertension (PHT) and several factors, with the evaluation of their predictive potential, in Graves’ disease. METHODS: For identifying the factors implied in producing PHT and for evaluating its reversibility, we made echo...

Descripción completa

Detalles Bibliográficos
Autores principales: Scarneciu, Camelia C., Sangeorzan, Livia, Popescu, Mihaela, Scarneciu, Vlad D., Scarneciu, Ioan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Professional Medical Publications 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6041524/
https://www.ncbi.nlm.nih.gov/pubmed/30034420
http://dx.doi.org/10.12669/pjms.343.14500
_version_ 1783339012332716032
author Scarneciu, Camelia C.
Sangeorzan, Livia
Popescu, Mihaela
Scarneciu, Vlad D.
Scarneciu, Ioan
author_facet Scarneciu, Camelia C.
Sangeorzan, Livia
Popescu, Mihaela
Scarneciu, Vlad D.
Scarneciu, Ioan
author_sort Scarneciu, Camelia C.
collection PubMed
description OBJECTIVES: To establish a possible relation of dependency between pulmonary hypertension (PHT) and several factors, with the evaluation of their predictive potential, in Graves’ disease. METHODS: For identifying the factors implied in producing PHT and for evaluating its reversibility, we made echocardiography exams, sessions of monitoring the blood pressure during 24 hours and biological test in a group of 42 patients with Graves’ disease (group H), comparing them with themselves in a euthyroid status (group E, n=25) and with a control group (group C, n=25). In order to analyse the relation of dependency between pulmonary hypertension (PHT) and the factors identified in the H group, we used both the simple linear regression method (polynomial of degree 1) and the non-linear regression method (polynomial of degree 2, 3) for establishing one model of functional dependency. We used the values of the coefficients of correlation r (degree of dependency) and of determination R(2) (the type of dependency). The statistical test (F-test, AIC criterion, test t) was applied by choosing the most appropriate model of determination, with a higher predictive potential. RESULTS: We identified PHT at 47.6% of the patients with Graves’ disease. Once the euthyroidism status is obtained, PHT is normalized. While inducing PHT, we identified a strong relationship of dependency on several possible new factors such as: pre-treatment period, age, level of the thyroid stimulating hormone receptor antibody and values of systolic blood pressure, besides the already known ones (high level of thyroids hormones, cardiac output, pulmonary vascular resistance). CONCLUSIONS: The non-linear model best explains the relation of determination between pulmonary pressure and those factors having a better predictive potential (from 51% to 90%), compared with the linear model, the only exception being the age factor and the systolic blood pressure, where both models seems to be appropriate.
format Online
Article
Text
id pubmed-6041524
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Professional Medical Publications
record_format MEDLINE/PubMed
spelling pubmed-60415242018-07-20 The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease Scarneciu, Camelia C. Sangeorzan, Livia Popescu, Mihaela Scarneciu, Vlad D. Scarneciu, Ioan Pak J Med Sci Original Article OBJECTIVES: To establish a possible relation of dependency between pulmonary hypertension (PHT) and several factors, with the evaluation of their predictive potential, in Graves’ disease. METHODS: For identifying the factors implied in producing PHT and for evaluating its reversibility, we made echocardiography exams, sessions of monitoring the blood pressure during 24 hours and biological test in a group of 42 patients with Graves’ disease (group H), comparing them with themselves in a euthyroid status (group E, n=25) and with a control group (group C, n=25). In order to analyse the relation of dependency between pulmonary hypertension (PHT) and the factors identified in the H group, we used both the simple linear regression method (polynomial of degree 1) and the non-linear regression method (polynomial of degree 2, 3) for establishing one model of functional dependency. We used the values of the coefficients of correlation r (degree of dependency) and of determination R(2) (the type of dependency). The statistical test (F-test, AIC criterion, test t) was applied by choosing the most appropriate model of determination, with a higher predictive potential. RESULTS: We identified PHT at 47.6% of the patients with Graves’ disease. Once the euthyroidism status is obtained, PHT is normalized. While inducing PHT, we identified a strong relationship of dependency on several possible new factors such as: pre-treatment period, age, level of the thyroid stimulating hormone receptor antibody and values of systolic blood pressure, besides the already known ones (high level of thyroids hormones, cardiac output, pulmonary vascular resistance). CONCLUSIONS: The non-linear model best explains the relation of determination between pulmonary pressure and those factors having a better predictive potential (from 51% to 90%), compared with the linear model, the only exception being the age factor and the systolic blood pressure, where both models seems to be appropriate. Professional Medical Publications 2018 /pmc/articles/PMC6041524/ /pubmed/30034420 http://dx.doi.org/10.12669/pjms.343.14500 Text en Copyright: © Pakistan Journal of Medical Sciences http://creativecommons.org/licenses/by/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Scarneciu, Camelia C.
Sangeorzan, Livia
Popescu, Mihaela
Scarneciu, Vlad D.
Scarneciu, Ioan
The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease
title The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease
title_full The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease
title_fullStr The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease
title_full_unstemmed The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease
title_short The Relation of Dependency and the Predictive Potential of Several Factors Possibly Involved in Determining Pulmonary Hypertension in Graves’ Disease
title_sort relation of dependency and the predictive potential of several factors possibly involved in determining pulmonary hypertension in graves’ disease
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6041524/
https://www.ncbi.nlm.nih.gov/pubmed/30034420
http://dx.doi.org/10.12669/pjms.343.14500
work_keys_str_mv AT scarneciucameliac therelationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT sangeorzanlivia therelationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT popescumihaela therelationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT scarneciuvladd therelationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT scarneciuioan therelationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT scarneciucameliac relationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT sangeorzanlivia relationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT popescumihaela relationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT scarneciuvladd relationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease
AT scarneciuioan relationofdependencyandthepredictivepotentialofseveralfactorspossiblyinvolvedindeterminingpulmonaryhypertensioningravesdisease