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ORIGINAL RESEARCH article

Front. Physiol.

Sec. Reproductive and Mating Physiology

Volume 16 - 2025 | doi: 10.3389/fphys.2025.1632623

Adjusting Key Performance Indicators in ART Laboratories According to Controlled Ovarian Stimulation Protocol

Provisionally accepted
Wei  ChenWei Chen1,2Shiyuan  ChengShiyuan Cheng1,2Yan  LiuYan Liu1,2Zhaoting  WuZhaoting Wu1,2Fuli  ZhangFuli Zhang1,2Xianju  HuangXianju Huang1,2Guidong  YaoGuidong Yao1,2Wenyan  SongWenyan Song1,2Haixia  JinHaixia Jin2,3*
  • 1Center for Reproductive Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou Henan Province, China
  • 2Henan Key Laboratory of Reproduction and Genetics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou Henan Province, China
  • 3Center for Reproductive Medicine, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China

The final, formatted version of the article will be published soon.

Background: Reliable key performance indicators (KPIs) have been proposed to facilitate the quality management of embryo laboratories. However, the effects of controlled ovarian stimulation (COS) protocols on KPIs have not been adequately explored. This study aims to assess the variation in KPIs across four different COS protocols. Methods: We retrospectively analyzed 51728 IVF/ICSI cycles in our center between 2014 and 2022. They were divided into four groups based on COS protocols: follicular phase long-acting (FPL) GnRH-a long, luteal phase short-acting (LPS) GnRH-a long, GnRH-ant, and micro-stimulation protocol groups. Several KPIs were compared across the four groups, and the results were validated in three age bands (<35 years, 35-38 years, and >38 years). Multivariable regression analysis was conducted to assess the effect of COS protocols on KPIs. Results: 1) Significant differences were observed among the four groups in total blastocyst development rate (BLR) (56.2%, 54.1%, 49.7%, 29.5%, p < 0.001), total good blastocyst development rate (GBLR) (26.8%, 30.4%, 21.1%, 13.1%, p < 0.001), and implantation rate (46.6%, 30.7%, 24.2%, 13.1%, p < 0.001). 2) The LPS GnRH-a group showed a higher total GBLR (30.4%, 26.8%, p < 0.001) but a lower implantation rate compared to the FPL GnRH-a group (30.7%, 46.6%, p < 0.001). 3) Significant differences in KPIs were observed across all age groups, with the largest differences seen in women under 35 years. 4) Multivariate logistic regression analysis revealed that these KPIs were significantly associated with the COS protocol. Conclusions: COS protocols significantly impact KPIs, suggesting that explore reliable KPIs according to treatment protocols could better evaluate the laboratory efficacy and provide a theoretical basis for personalized strategies for patients.

Keywords: embryo laboratory, Quality control, key performance indicators (KPIs), controlled ovarian stimulation (COS) protocol, blastocyst development

Received: 21 May 2025; Accepted: 29 Jul 2025.

Copyright: © 2025 Chen, Cheng, Liu, Wu, Zhang, Huang, Yao, Song and Jin. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Haixia Jin, Center for Reproductive Medicine, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China

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