Guilherme Grossi Lopes Cançado, Nathalia Mota de Faria Gomes, Cláudia Alves Couto, Eduardo Luiz Rachid Cançado, Debora Raquel Benedita Terrabuio, Cristiane Alves Villela-Nogueira, Michelle Harriz Braga, Mateus Jorge Nardelli, Luciana Costa Faria, Elze Maria Gomes Oliveira, Vivian Rotman, Maria Beatriz Oliveira, Simone Muniz Carvalho Fernandes da Cunha, Daniel Ferraz de Campos Mazo, Liliana Sampaio Costa Mendes, Claudia Alexandra Pontes Ivantes, Liana Codes, Valéria Ferreira de Almeida E Borges, Fabio Heleno de Lima Pace, Mário Guimarães Pessôa, Izabelle Venturini Signorelli, Gabriela Perdomo Coral, Paulo Lisboa Bittencourt, Patrícia Fucuta, Roberto José de Carvalho Filho, Maria Lucia Gomes Ferraz
{"title":"预测原发性胆汁性胆管炎患者对熊去氧胆酸的充分和深度反应的新的简单评分:ALP-A 评分。","authors":"Guilherme Grossi Lopes Cançado, Nathalia Mota de Faria Gomes, Cláudia Alves Couto, Eduardo Luiz Rachid Cançado, Debora Raquel Benedita Terrabuio, Cristiane Alves Villela-Nogueira, Michelle Harriz Braga, Mateus Jorge Nardelli, Luciana Costa Faria, Elze Maria Gomes Oliveira, Vivian Rotman, Maria Beatriz Oliveira, Simone Muniz Carvalho Fernandes da Cunha, Daniel Ferraz de Campos Mazo, Liliana Sampaio Costa Mendes, Claudia Alexandra Pontes Ivantes, Liana Codes, Valéria Ferreira de Almeida E Borges, Fabio Heleno de Lima Pace, Mário Guimarães Pessôa, Izabelle Venturini Signorelli, Gabriela Perdomo Coral, Paulo Lisboa Bittencourt, Patrícia Fucuta, Roberto José de Carvalho Filho, Maria Lucia Gomes Ferraz","doi":"10.1097/MEG.0000000000002744","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Ursodeoxycholic acid (UDCA) is the standard treatment for primary biliary cholangitis (PBC), but a significant proportion of patients do not respond adequately, leading to increased risk of adverse outcomes. This study aims to develop a new and straightforward predictive score to identify PBC patients likely to achieve a complete response to UDCA.</p><p><strong>Methods: </strong>A logistic regression analysis was conducted using a derivation cohort of PBC patients to identify pre-treatment variables associated with response to UDCA. This analysis led to the development of the ALP-A score, calculated as: Age at diagnosis divided by (alkaline phosphatase at diagnosis/upper limit of normal). ALP-A score accuracy was evaluated using the area under the ROC curve, validated with a large external cohort from Brazil. Additionally, the correlation between the ALP-A score and the previously validated UDCA response score (URS) was assessed.</p><p><strong>Results: </strong>ALP-A score had good predictive power for adequate (AUC 0.794; 95% CI, 0.737-0.852) and deep (0.76; 95% CI, 0.69-0.83) UDCA response at 1 year of treatment. A cutoff score of 17 and 23 points was determined to be the optimal threshold for distinguishing adequate and deep responders, respectively, from non-responders. ALP-A score demonstrated a sensitivity of 73%, specificity of 71%, positive predictive value of 65%, negative predictive value of 78%, and overall accuracy of 72% for biochemical response. The URS displayed similar discriminative ability (AUC 0.798; 95% CI, 0.741-0.855).</p><p><strong>Conclusion: </strong>ALP-A score performs comparably to URS but offers the great advantage of simplicity for routine clinical use. It serves as a valuable tool to identify PBC patients less likely to respond to UDCA treatment, facilitating early consideration of alternative therapeutic approaches.</p>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A new and simple score to predict adequate and deep response to ursodeoxycholic acid in patients with primary biliary cholangitis: the ALP-A score.\",\"authors\":\"Guilherme Grossi Lopes Cançado, Nathalia Mota de Faria Gomes, Cláudia Alves Couto, Eduardo Luiz Rachid Cançado, Debora Raquel Benedita Terrabuio, Cristiane Alves Villela-Nogueira, Michelle Harriz Braga, Mateus Jorge Nardelli, Luciana Costa Faria, Elze Maria Gomes Oliveira, Vivian Rotman, Maria Beatriz Oliveira, Simone Muniz Carvalho Fernandes da Cunha, Daniel Ferraz de Campos Mazo, Liliana Sampaio Costa Mendes, Claudia Alexandra Pontes Ivantes, Liana Codes, Valéria Ferreira de Almeida E Borges, Fabio Heleno de Lima Pace, Mário Guimarães Pessôa, Izabelle Venturini Signorelli, Gabriela Perdomo Coral, Paulo Lisboa Bittencourt, Patrícia Fucuta, Roberto José de Carvalho Filho, Maria Lucia Gomes Ferraz\",\"doi\":\"10.1097/MEG.0000000000002744\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Ursodeoxycholic acid (UDCA) is the standard treatment for primary biliary cholangitis (PBC), but a significant proportion of patients do not respond adequately, leading to increased risk of adverse outcomes. This study aims to develop a new and straightforward predictive score to identify PBC patients likely to achieve a complete response to UDCA.</p><p><strong>Methods: </strong>A logistic regression analysis was conducted using a derivation cohort of PBC patients to identify pre-treatment variables associated with response to UDCA. This analysis led to the development of the ALP-A score, calculated as: Age at diagnosis divided by (alkaline phosphatase at diagnosis/upper limit of normal). ALP-A score accuracy was evaluated using the area under the ROC curve, validated with a large external cohort from Brazil. Additionally, the correlation between the ALP-A score and the previously validated UDCA response score (URS) was assessed.</p><p><strong>Results: </strong>ALP-A score had good predictive power for adequate (AUC 0.794; 95% CI, 0.737-0.852) and deep (0.76; 95% CI, 0.69-0.83) UDCA response at 1 year of treatment. A cutoff score of 17 and 23 points was determined to be the optimal threshold for distinguishing adequate and deep responders, respectively, from non-responders. ALP-A score demonstrated a sensitivity of 73%, specificity of 71%, positive predictive value of 65%, negative predictive value of 78%, and overall accuracy of 72% for biochemical response. The URS displayed similar discriminative ability (AUC 0.798; 95% CI, 0.741-0.855).</p><p><strong>Conclusion: </strong>ALP-A score performs comparably to URS but offers the great advantage of simplicity for routine clinical use. It serves as a valuable tool to identify PBC patients less likely to respond to UDCA treatment, facilitating early consideration of alternative therapeutic approaches.</p>\",\"PeriodicalId\":2,\"journal\":{\"name\":\"ACS Applied Bio Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2024-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Bio Materials\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1097/MEG.0000000000002744\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/3/25 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, BIOMATERIALS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/MEG.0000000000002744","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/3/25 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
A new and simple score to predict adequate and deep response to ursodeoxycholic acid in patients with primary biliary cholangitis: the ALP-A score.
Background: Ursodeoxycholic acid (UDCA) is the standard treatment for primary biliary cholangitis (PBC), but a significant proportion of patients do not respond adequately, leading to increased risk of adverse outcomes. This study aims to develop a new and straightforward predictive score to identify PBC patients likely to achieve a complete response to UDCA.
Methods: A logistic regression analysis was conducted using a derivation cohort of PBC patients to identify pre-treatment variables associated with response to UDCA. This analysis led to the development of the ALP-A score, calculated as: Age at diagnosis divided by (alkaline phosphatase at diagnosis/upper limit of normal). ALP-A score accuracy was evaluated using the area under the ROC curve, validated with a large external cohort from Brazil. Additionally, the correlation between the ALP-A score and the previously validated UDCA response score (URS) was assessed.
Results: ALP-A score had good predictive power for adequate (AUC 0.794; 95% CI, 0.737-0.852) and deep (0.76; 95% CI, 0.69-0.83) UDCA response at 1 year of treatment. A cutoff score of 17 and 23 points was determined to be the optimal threshold for distinguishing adequate and deep responders, respectively, from non-responders. ALP-A score demonstrated a sensitivity of 73%, specificity of 71%, positive predictive value of 65%, negative predictive value of 78%, and overall accuracy of 72% for biochemical response. The URS displayed similar discriminative ability (AUC 0.798; 95% CI, 0.741-0.855).
Conclusion: ALP-A score performs comparably to URS but offers the great advantage of simplicity for routine clinical use. It serves as a valuable tool to identify PBC patients less likely to respond to UDCA treatment, facilitating early consideration of alternative therapeutic approaches.