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Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis

Red cell overproduction is seen in polycythemia vera (PV), a bone marrow myeloproliferative neoplasm characterized by trilinear cell proliferation (WBC, platelets), as well as in secondary erythrocytosis (SE), a group of heterogeneous disorders characterized by elevated EPO gene transcription. We ai...

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Autores principales: Barrios-Ruiz, Alanna, Davila-Gonzalez, Daniel, Fountain, Eric, Cheng, Lee, Verstovsek, Srdan, Rojas-Hernandez, Cristhiam M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933419/
https://www.ncbi.nlm.nih.gov/pubmed/35304527
http://dx.doi.org/10.1038/s41598-022-08606-1
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author Barrios-Ruiz, Alanna
Davila-Gonzalez, Daniel
Fountain, Eric
Cheng, Lee
Verstovsek, Srdan
Rojas-Hernandez, Cristhiam M.
author_facet Barrios-Ruiz, Alanna
Davila-Gonzalez, Daniel
Fountain, Eric
Cheng, Lee
Verstovsek, Srdan
Rojas-Hernandez, Cristhiam M.
author_sort Barrios-Ruiz, Alanna
collection PubMed
description Red cell overproduction is seen in polycythemia vera (PV), a bone marrow myeloproliferative neoplasm characterized by trilinear cell proliferation (WBC, platelets), as well as in secondary erythrocytosis (SE), a group of heterogeneous disorders characterized by elevated EPO gene transcription. We aimed to verify the concordance of the International Classification of Diseases (ICD) code-based diagnosis of “polycythemia” or “erythrocytosis” with the true clinical diagnosis of these conditions. We retrospectively reviewed the electronic medical records (January 1, 2005, to December 31, 2016) of adult patients with ICD codes of polycythemia and/or erythrocytosis who had testing done for the presence of the JAK2V617F mutation. We verified the accuracy of the ICD code-based diagnoses by meticulous chart review and established whether these patients fulfilled the criteria by the evaluating physician for PV or SE and according to the World Health Organization 2016 diagnostic guidelines. The reliability of ICD coding was calculated using Cohen's kappa. We identified and chart reviewed a total of 578 patient records. Remarkably, 11% of the patients had concurrent diagnosis codes for PV and SE and were unable to be classified appropriately without individual chart review. The ICD code-based diagnostic system led to misidentification in an important fraction of cases. This represents a problem for the detection of PV or SE cases by ICD-based registries and their derived studies. Research based exclusively on ICD codes could have a potential impact on patient care and public health, and limitations must be weighed when research findings are conveyed.
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spelling pubmed-89334192022-03-28 Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis Barrios-Ruiz, Alanna Davila-Gonzalez, Daniel Fountain, Eric Cheng, Lee Verstovsek, Srdan Rojas-Hernandez, Cristhiam M. Sci Rep Article Red cell overproduction is seen in polycythemia vera (PV), a bone marrow myeloproliferative neoplasm characterized by trilinear cell proliferation (WBC, platelets), as well as in secondary erythrocytosis (SE), a group of heterogeneous disorders characterized by elevated EPO gene transcription. We aimed to verify the concordance of the International Classification of Diseases (ICD) code-based diagnosis of “polycythemia” or “erythrocytosis” with the true clinical diagnosis of these conditions. We retrospectively reviewed the electronic medical records (January 1, 2005, to December 31, 2016) of adult patients with ICD codes of polycythemia and/or erythrocytosis who had testing done for the presence of the JAK2V617F mutation. We verified the accuracy of the ICD code-based diagnoses by meticulous chart review and established whether these patients fulfilled the criteria by the evaluating physician for PV or SE and according to the World Health Organization 2016 diagnostic guidelines. The reliability of ICD coding was calculated using Cohen's kappa. We identified and chart reviewed a total of 578 patient records. Remarkably, 11% of the patients had concurrent diagnosis codes for PV and SE and were unable to be classified appropriately without individual chart review. The ICD code-based diagnostic system led to misidentification in an important fraction of cases. This represents a problem for the detection of PV or SE cases by ICD-based registries and their derived studies. Research based exclusively on ICD codes could have a potential impact on patient care and public health, and limitations must be weighed when research findings are conveyed. Nature Publishing Group UK 2022-03-18 /pmc/articles/PMC8933419/ /pubmed/35304527 http://dx.doi.org/10.1038/s41598-022-08606-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Barrios-Ruiz, Alanna
Davila-Gonzalez, Daniel
Fountain, Eric
Cheng, Lee
Verstovsek, Srdan
Rojas-Hernandez, Cristhiam M.
Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis
title Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis
title_full Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis
title_fullStr Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis
title_full_unstemmed Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis
title_short Potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis
title_sort potential limitations of diagnostic standard codes to distinguish polycythemia vera and secondary erythrocytosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933419/
https://www.ncbi.nlm.nih.gov/pubmed/35304527
http://dx.doi.org/10.1038/s41598-022-08606-1
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