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Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program

OBJECTIVE: KPIs have been employed for internal quality control (IQC) in ART. However, clinical KPIs (C-KPIs) such as age, AMH and number of oocytes collected are never added to laboratory KPIs (L-KPIs), such as fertilization rate and morphological quality of the embryos for analysis, even though th...

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Autores principales: Franco Jr, José G., Petersen, Claudia G., Mauri, Ana L., Vagnini, Laura D., Renzi, Adriana, Petersen, Bruna, Mattila, M.C., Comar, Vanessa A., Ricci, Juliana, Dieamant, Felipe, Oliveira, João Batista A., Baruffi, Ricardo L.R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Brazilian Society of Assisted Reproduction 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5473694/
https://www.ncbi.nlm.nih.gov/pubmed/28609268
http://dx.doi.org/10.5935/1518-0557.20170016
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author Franco Jr, José G.
Petersen, Claudia G.
Mauri, Ana L.
Vagnini, Laura D.
Renzi, Adriana
Petersen, Bruna
Mattila, M.C.
Comar, Vanessa A.
Ricci, Juliana
Dieamant, Felipe
Oliveira, João Batista A.
Baruffi, Ricardo L.R.
author_facet Franco Jr, José G.
Petersen, Claudia G.
Mauri, Ana L.
Vagnini, Laura D.
Renzi, Adriana
Petersen, Bruna
Mattila, M.C.
Comar, Vanessa A.
Ricci, Juliana
Dieamant, Felipe
Oliveira, João Batista A.
Baruffi, Ricardo L.R.
author_sort Franco Jr, José G.
collection PubMed
description OBJECTIVE: KPIs have been employed for internal quality control (IQC) in ART. However, clinical KPIs (C-KPIs) such as age, AMH and number of oocytes collected are never added to laboratory KPIs (L-KPIs), such as fertilization rate and morphological quality of the embryos for analysis, even though the final endpoint is the evaluation of clinical pregnancy rates. This paper analyzed if a KPIs-score strategy with clinical and laboratorial parameters could be used to establish benchmarks for IQC in ART cycles. METHODS: In this prospective cohort study, 280 patients (36.4±4.3years) underwent ART. The total KPIs-score was obtained by the analysis of age, AMH (AMH Gen II ELISA/pre-mixing modified, Beckman Coulter Inc.), number of metaphase-II oocytes, fertilization rates and morphological quality of the embryonic lot. RESULTS: The total KPIs-score (C-KPIs+L-KPIs) was correlated with the presence or absence of clinical pregnancy. The relationship between the C-KPIs and L-KPIs scores was analyzed to establish quality standards, to increase the performance of clinical and laboratorial processes in ART. The logistic regression model (LRM), with respect to pregnancy and total KPIs-score (280 patients/102 clinical pregnancies), yielded an odds ratio of 1.24 (95%CI = 1.16-1.32). There was also a significant difference (p<0.0001) with respect to the total KPIs-score mean value between the group of patients with clinical pregnancies (total KPIs-score=20.4±3.7) and the group without clinical pregnancies (total KPIs-score=15.9±5). Clinical pregnancy probabilities (CPP) can be obtained using the LRM (prediction key) with the total KPIs-score as a predictor variable. The mean C-KPIs and L-KPIs scores obtained in the pregnancy group were 11.9±2.9 and 8.5±1.7, respectively. Routinely, in all cases where the C-KPIs score was ≥9, after the procedure, the L-KPIs score obtained was ≤6, a revision of the laboratory procedure was performed to assess quality standards. CONCLUSION: This total KPIs-score could set up benchmarks for clinical pregnancy. Moreover, IQC can use C-KPIs and L-KPIs scores to detect problems in the clinical-laboratorial interface.
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spelling pubmed-54736942017-06-27 Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program Franco Jr, José G. Petersen, Claudia G. Mauri, Ana L. Vagnini, Laura D. Renzi, Adriana Petersen, Bruna Mattila, M.C. Comar, Vanessa A. Ricci, Juliana Dieamant, Felipe Oliveira, João Batista A. Baruffi, Ricardo L.R. JBRA Assist Reprod Original Article OBJECTIVE: KPIs have been employed for internal quality control (IQC) in ART. However, clinical KPIs (C-KPIs) such as age, AMH and number of oocytes collected are never added to laboratory KPIs (L-KPIs), such as fertilization rate and morphological quality of the embryos for analysis, even though the final endpoint is the evaluation of clinical pregnancy rates. This paper analyzed if a KPIs-score strategy with clinical and laboratorial parameters could be used to establish benchmarks for IQC in ART cycles. METHODS: In this prospective cohort study, 280 patients (36.4±4.3years) underwent ART. The total KPIs-score was obtained by the analysis of age, AMH (AMH Gen II ELISA/pre-mixing modified, Beckman Coulter Inc.), number of metaphase-II oocytes, fertilization rates and morphological quality of the embryonic lot. RESULTS: The total KPIs-score (C-KPIs+L-KPIs) was correlated with the presence or absence of clinical pregnancy. The relationship between the C-KPIs and L-KPIs scores was analyzed to establish quality standards, to increase the performance of clinical and laboratorial processes in ART. The logistic regression model (LRM), with respect to pregnancy and total KPIs-score (280 patients/102 clinical pregnancies), yielded an odds ratio of 1.24 (95%CI = 1.16-1.32). There was also a significant difference (p<0.0001) with respect to the total KPIs-score mean value between the group of patients with clinical pregnancies (total KPIs-score=20.4±3.7) and the group without clinical pregnancies (total KPIs-score=15.9±5). Clinical pregnancy probabilities (CPP) can be obtained using the LRM (prediction key) with the total KPIs-score as a predictor variable. The mean C-KPIs and L-KPIs scores obtained in the pregnancy group were 11.9±2.9 and 8.5±1.7, respectively. Routinely, in all cases where the C-KPIs score was ≥9, after the procedure, the L-KPIs score obtained was ≤6, a revision of the laboratory procedure was performed to assess quality standards. CONCLUSION: This total KPIs-score could set up benchmarks for clinical pregnancy. Moreover, IQC can use C-KPIs and L-KPIs scores to detect problems in the clinical-laboratorial interface. Brazilian Society of Assisted Reproduction 2017 /pmc/articles/PMC5473694/ /pubmed/28609268 http://dx.doi.org/10.5935/1518-0557.20170016 Text en http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Franco Jr, José G.
Petersen, Claudia G.
Mauri, Ana L.
Vagnini, Laura D.
Renzi, Adriana
Petersen, Bruna
Mattila, M.C.
Comar, Vanessa A.
Ricci, Juliana
Dieamant, Felipe
Oliveira, João Batista A.
Baruffi, Ricardo L.R.
Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program
title Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program
title_full Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program
title_fullStr Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program
title_full_unstemmed Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program
title_short Key performance indicators score (KPIs-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an ART program
title_sort key performance indicators score (kpis-score) based on clinical and laboratorial parameters can establish benchmarks for internal quality control in an art program
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5473694/
https://www.ncbi.nlm.nih.gov/pubmed/28609268
http://dx.doi.org/10.5935/1518-0557.20170016
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