Discriminant Analysis of Main Prognostic Factors Associated with Hemodynamically Significant PDA: Apgar Score, Silverman–Anderson Score, and NT-Pro-BNP Level
Hemodynamically significant patent ductus arteriosus (hsPDA) in premature newborns is associated with a risk of PDA-related morbidities. Classification into risk groups may have a clinical utility in cases of suspected hsPDA to decrease the need for echocardiograms and unnecessary treatment. This pr...
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description | Hemodynamically significant patent ductus arteriosus (hsPDA) in premature newborns is associated with a risk of PDA-related morbidities. Classification into risk groups may have a clinical utility in cases of suspected hsPDA to decrease the need for echocardiograms and unnecessary treatment. This prospective observational study included 99 premature newborns with extremely low body weight, who had an echocardiogram performed within the first three days of life. Discriminant analysis was utilized to find the best combination of prognostic factors for evaluation of hsPDA. We used binary logistic regression analysis to predict the relationship between parameters and hsPDA. The cohort’s mean and standard deviation gestational age was 27.6 ± 2.55 weeks, the mean birth weight was 1015 ± 274 g. Forty-six (46.4%) infants had a PDA with a mean diameter of 2.78 mm. Median NT-pro-BNP levels were 17,600 pg/mL for infants with a PDA and 2773 pg/mL in the non-hsPDA group. The combination of prognostic factors of hsPDA in newborns of extremely low body weight on the third day of life was determined: NT-pro-BNP, Apgar score, Silverman–Anderson score (Se = 82%, Sp = 88%). A cut-off value of NT-pro-BNP of more than 8500 pg/mL can predict hsPDA (Se = 84%, Sp = 86%). |
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Classification into risk groups may have a clinical utility in cases of suspected hsPDA to decrease the need for echocardiograms and unnecessary treatment. This prospective observational study included 99 premature newborns with extremely low body weight, who had an echocardiogram performed within the first three days of life. Discriminant analysis was utilized to find the best combination of prognostic factors for evaluation of hsPDA. We used binary logistic regression analysis to predict the relationship between parameters and hsPDA. The cohort’s mean and standard deviation gestational age was 27.6 ± 2.55 weeks, the mean birth weight was 1015 ± 274 g. Forty-six (46.4%) infants had a PDA with a mean diameter of 2.78 mm. Median NT-pro-BNP levels were 17,600 pg/mL for infants with a PDA and 2773 pg/mL in the non-hsPDA group. The combination of prognostic factors of hsPDA in newborns of extremely low body weight on the third day of life was determined: NT-pro-BNP, Apgar score, Silverman–Anderson score (Se = 82%, Sp = 88%). A cut-off value of NT-pro-BNP of more than 8500 pg/mL can predict hsPDA (Se = 84%, Sp = 86%).</description><identifier>ISSN: 2077-0383</identifier><identifier>EISSN: 2077-0383</identifier><identifier>DOI: 10.3390/jcm10163729</identifier><identifier>PMID: 34442025</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Apgar score ; Clinical medicine ; Congenital diseases ; Coronary vessels ; Discriminant analysis ; Gestational age ; Laboratories ; Lung diseases ; Mortality ; Newborn babies ; Normal distribution ; Premature babies ; Premature birth ; Variables</subject><ispartof>Journal of clinical medicine, 2021-08, Vol.10 (16), p.3729</ispartof><rights>2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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Classification into risk groups may have a clinical utility in cases of suspected hsPDA to decrease the need for echocardiograms and unnecessary treatment. This prospective observational study included 99 premature newborns with extremely low body weight, who had an echocardiogram performed within the first three days of life. Discriminant analysis was utilized to find the best combination of prognostic factors for evaluation of hsPDA. We used binary logistic regression analysis to predict the relationship between parameters and hsPDA. The cohort’s mean and standard deviation gestational age was 27.6 ± 2.55 weeks, the mean birth weight was 1015 ± 274 g. Forty-six (46.4%) infants had a PDA with a mean diameter of 2.78 mm. Median NT-pro-BNP levels were 17,600 pg/mL for infants with a PDA and 2773 pg/mL in the non-hsPDA group. The combination of prognostic factors of hsPDA in newborns of extremely low body weight on the third day of life was determined: NT-pro-BNP, Apgar score, Silverman–Anderson score (Se = 82%, Sp = 88%). A cut-off value of NT-pro-BNP of more than 8500 pg/mL can predict hsPDA (Se = 84%, Sp = 86%).</description><subject>Apgar score</subject><subject>Clinical medicine</subject><subject>Congenital diseases</subject><subject>Coronary vessels</subject><subject>Discriminant analysis</subject><subject>Gestational age</subject><subject>Laboratories</subject><subject>Lung diseases</subject><subject>Mortality</subject><subject>Newborn babies</subject><subject>Normal distribution</subject><subject>Premature babies</subject><subject>Premature birth</subject><subject>Variables</subject><issn>2077-0383</issn><issn>2077-0383</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpdkc1u3CAUhVHVqonSrPICSN1Uat1iwMbuopKbnybSNBkpyRoxcD1hhGECnolml3fIA_Td-iQlP43SsgF0Dh_3novQXkk-M9aSLws9lKSsmaDtK7RNiRAFYQ17_eK8hXZTWpC8mobTUrxFW4xzTgmtttGvA5t0tIP1yo-488ptkk049Pinsh5PY5j7kEar8ZHSY4gJdykFbdUIBt_Y8QofwxDMxqvBauXcBp_bubd9vmTe9KD7irvlXEV8rkOET1l1a4iD8r9v7zpvIKbg_2rKG3x6UeQ_i--nUzyBNbh36E2vXILdp30HXR4dXuwfF5OzHyf73aTQrKnHosqdKdOKiorWAAUGs0rUTM16XTLDakIF57NKV7xpuemNKbOnzk84rTXte7aDvj1yl6vZAEaDH6NycpmjUXEjg7LyX8XbKzkPa9mwVpRtkwEfngAxXK8gjXLIyYJzykNYJUmruiZMtIJn6_v_rIuwijn6B1dFGyb4PfDjo0vHkFKE_rmYksj72csXs2d_AI6zoqU</recordid><startdate>20210822</startdate><enddate>20210822</enddate><creator>Permyakova, Anna V.</creator><creator>Porodikov, Artem</creator><creator>Kuchumov, Alex G.</creator><creator>Biyanov, Alexey</creator><creator>Arutunyan, Vagram</creator><creator>Furman, Evgeniy G.</creator><creator>Sinelnkov, Yuriy S.</creator><general>MDPI AG</general><general>MDPI</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-0466-175X</orcidid><orcidid>https://orcid.org/0000-0001-5189-0347</orcidid></search><sort><creationdate>20210822</creationdate><title>Discriminant Analysis of Main Prognostic Factors Associated with Hemodynamically Significant PDA: Apgar Score, Silverman–Anderson Score, and NT-Pro-BNP Level</title><author>Permyakova, Anna V. ; 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Classification into risk groups may have a clinical utility in cases of suspected hsPDA to decrease the need for echocardiograms and unnecessary treatment. This prospective observational study included 99 premature newborns with extremely low body weight, who had an echocardiogram performed within the first three days of life. Discriminant analysis was utilized to find the best combination of prognostic factors for evaluation of hsPDA. We used binary logistic regression analysis to predict the relationship between parameters and hsPDA. The cohort’s mean and standard deviation gestational age was 27.6 ± 2.55 weeks, the mean birth weight was 1015 ± 274 g. Forty-six (46.4%) infants had a PDA with a mean diameter of 2.78 mm. Median NT-pro-BNP levels were 17,600 pg/mL for infants with a PDA and 2773 pg/mL in the non-hsPDA group. The combination of prognostic factors of hsPDA in newborns of extremely low body weight on the third day of life was determined: NT-pro-BNP, Apgar score, Silverman–Anderson score (Se = 82%, Sp = 88%). A cut-off value of NT-pro-BNP of more than 8500 pg/mL can predict hsPDA (Se = 84%, Sp = 86%).</abstract><cop>Basel</cop><pub>MDPI AG</pub><pmid>34442025</pmid><doi>10.3390/jcm10163729</doi><orcidid>https://orcid.org/0000-0002-0466-175X</orcidid><orcidid>https://orcid.org/0000-0001-5189-0347</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Apgar score Clinical medicine Congenital diseases Coronary vessels Discriminant analysis Gestational age Laboratories Lung diseases Mortality Newborn babies Normal distribution Premature babies Premature birth Variables |
title | Discriminant Analysis of Main Prognostic Factors Associated with Hemodynamically Significant PDA: Apgar Score, Silverman–Anderson Score, and NT-Pro-BNP Level |
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