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Letter to the Editor
Reply
Réplica
Pau Llàcera,b,
Corresponding author
paullacer@hotmail.com

Corresponding author.
, Luis Manzanoa,b, Julio Núñezc,d
a Servicio de Medicina Interna, Hospital Universitario Ramón y Cajal, Madrid, Spain
b Departamento de Medicina y Especialidades Médicas, Facultad de Medicina y Ciencias de la Salud, Universidad de Alcalá, IRYCIS, Madrid, Spain
c Servicio de Cardiología, Hospital Clínico Universitario, Universitat de València, INCLIVA, Valencia, Spain
d CIBER Cardiovascular, Madrid, Spain
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    "textoCompleto" => "<span class="elsevierStyleSections"><p id="par0005" class="elsevierStylePara elsevierViewall">We would like to thank the authors of the letter entitled &#8220;Comparison Between CA125 and NT-proBNP for Evaluating Congestion in Acute Heart Failure&#8221; in reference to the paper with the same title&#46;<a class="elsevierStyleCrossRef" href="#bib0005"><span class="elsevierStyleSup">1</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">We wish to clarify that&#44; in said study&#44; we aimed to examine the relationship between plasma NT-proBNP and carbohydrate antigen 125 &#40;CA125&#41; levels with subrogated clinical and ultrasound parameters of congestion&#44; such as the presence of pleural effusion &#40;yes&#47;no&#41;&#44; tibiomalleolar edemas &#40;yes&#47;no&#41;&#44; and the diameter of the inferior vena cava &#40;IVC&#41; assessed by ultrasonography in 191 patients hospitalized for acute heart failure&#46;<a class="elsevierStyleCrossRef" href="#bib0005"><span class="elsevierStyleSup">1</span></a> As reflected in the original articles&#44; factors independently associated with the presence of pleural effusion and peripheral edemas were evaluated through a logistic regression analysis&#46;<a class="elsevierStyleCrossRef" href="#bib0005"><span class="elsevierStyleSup">1</span></a> To evaluate factors related to the IVC diameter&#44; we carried out a multiple linear regression analysis assuming that there is a linear relationship between a larger IVC diameter and a greater severity of intravascular congestion&#46; The authors of the cited letter suggest that the use of a multiple linear regression model was not appropriate in this scenario considering that the relationship between the IVC diameter and CA125 levels did not follow a linear pattern&#46; Although the linear model requires the relationship between the dependent and independent variable to be linear&#44; we can occasionally observe phenomena in which this does not apply&#44; and the use of fractional polynomials is a mathematical strategy whereby linearity is restored by transforming the independent variable&#44; which in this case is CA125&#46; However&#44; it would be very confusing for the reader to appreciate the correlation using the variable transformed into its polynomial &#40;it would look like a straight line between the IVC variable with CA125 values raised to a power of 0&#46;5&#41;&#46; In this case&#44; the statistical package back-transforms the CA125 values into the original values&#44; but the relationship curve defined by the polynomial used previously remains&#46;<a class="elsevierStyleCrossRef" href="#bib0010"><span class="elsevierStyleSup">2</span></a></p><p id="par0015" class="elsevierStylePara elsevierViewall">As a result&#44; whenever these associations had a non-linear nature&#44; they were modeled using non-linear terms &#40;e&#46;g&#46;&#44; quadratic&#44; cubic&#44; etc&#46;&#41; applying the fractional polynomial method&#46;<a class="elsevierStyleCrossRefs" href="#bib0010"><span class="elsevierStyleSup">2&#44;3</span></a> Once such polynomial was identified &#40;CA125 was included as fp-&#46;5 specifically in this study&#41;&#44; it was included in the regression model instead of the original variable&#46; Thus&#44; the non-linear relationship between both variables &#40;Y&#124;X&#41; was modeled by means of the fractional polynomial&#44; which in the regression model is included as a new variable &#40;X&#8217;<span class="elsevierStyleHsp" style=""></span>&#61;<span class="elsevierStyleHsp" style=""></span>X<span class="elsevierStyleSup">2</span>&#41; that meets the linearity principle&#46; Figure 3a depicts such non-linear relationship between variables IVC diameter and CA125 to facilitate its interpretation&#46;</p></span>"
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Original language: English
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