AI-Assisted Euploid Embryo Selection for Single-Blastocyst Transfer in Women of Advanced Maternal Age
Effects of Multimodal AI-Assisted Noninvasive Euploid Embryo Selection on Clinical Outcomes After Single-Blastocyst Transfer in Women of Advanced Maternal Age: A Prospective Randomized Controlled Trial
This single-center prospective randomized controlled study will enroll 500 infertile women aged 35 years or older who meet the criteria for fresh day-5 single-blastocyst transfer. Participants will be allocated 1:1 to AI-assisted morphological assessment using EmbryoInsights™ or AI-assisted morphological assessment combined with euploidy prediction using EmbryoInsights™ Plus. The study evaluates whether adding euploidy prediction improves ongoing pregnancy after the first fresh transfer. Secondary outcomes are clinical pregnancy, early miscarriage and live birth. Maternal and infant safety will be monitored.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
After routine ovarian stimulation, oocyte retrieval and IVF/ICSI, embryos will undergo closed time-lapse culture. Patients will be recruited and provide informed consent on day 3. Eligible patients will be randomized by the random envelope method in a 1:1 ratio on day 5. The control group uses EmbryoInsights™ for morphological assessment. The experimental group uses EmbryoInsights™ Plus to predict euploidy probability and rank morphologically transferable blastocysts, prioritizing those classified as predicted euploid and then using morphology. Senior embryology professionals and study clinicians make the final transfer decision. If AI results are unavailable or the system fails, routine manual assessment is used. An AI result alone does not automatically cancel transfer. The investigational euploidy-prediction model has already been developed. No additional embryo biopsy or biological sampling is required. Follow-up includes hCG at 14 days after transfer, ultrasound at 35 days, assessment at 12 gestational weeks (±7 days), fetal anatomy assessment at 20-24 weeks, delivery, and 42 days postpartum. The primary analysis of ongoing pregnancy will use the intention-to-treat (ITT) population, with all randomized participants analyzed in their originally assigned groups. A per-protocol (PP) analysis will also be performed.
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Shanshan Wang
- Phone Number: +86-13814549922
- Email: wss_19860820@sina.com
Study Locations
-
-
Jiangsu
-
Nanjing, Jiangsu, China, 210028
- The Affliated Drum Tower Hospital of Nanjing University Medical School
-
Contact:
- Shanshan Wang
- Phone Number: +86-13814549922
- Email: wss_19860820@sina.com
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- (1) Infertile women aged ≥35 years. (2) Planned IVF or ICSI. (3) No more than two previous oocyte-retrieval cycles. (4) At least three usable day-3 embryos and eligibility for day-5 single-blastocyst transfer. (5) At least one day-5 blastocyst meeting transfer criteria, Gardner grade ≥3BB. (6) Voluntary written informed consent from both partners.
Exclusion Criteria:
- (1) PGT required because of chromosomal abnormalities. (2) Donor-oocyte, donor-sperm or thawed-oocyte cycles. (3) Severe uterine malformations, intrauterine adhesions, or infertility attributable solely to uterine factors. (4) Incomplete or unclear blastocyst images affecting AI assessment. (5) Other circumstances judged unsuitable by the investigator.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Other
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Sham Comparator: Control
EmbryoInsights™ for AI-assisted morphological assessment |
AI-assisted morphological assessment using EmbryoInsights™ |
|
Experimental: Experimental
EmbryoInsights™ Plus for morphological assessment combined with euploidy probability prediction |
AI-assisted morphological assessment combined with euploidy prediction using EmbryoInsights™ Plus |
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Ongoing pregnancy rate
Time Frame: From enrollment to 12 weeks of gestation ±7 days
|
Ongoing pregnancy is defined as pregnancy reaching 12 weeks of gestation after transfer, with fetal cardiac activity confirmed by ultrasound. The ongoing pregnancy rate is the proportion of transfer cycles in the group that achieve ongoing pregnancy. This outcome is the sole basis for sample size estimation in this study. Assessment: ultrasound at 12 weeks of gestation ±7 days. |
From enrollment to 12 weeks of gestation ±7 days
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Clinical pregnancy rate
Time Frame: From enrollment to 35 days after transfer.
|
Number of cycles with an intrauterine gestational sac detected by ultrasound at 6-8 weeks of gestation / total number of transfer cycles in the group ×100%. Assessment: ultrasound 35 days after transfer. |
From enrollment to 35 days after transfer.
|
|
Early miscarriage rate
Time Frame: From confirmation of clinical pregnancy to 12 weeks of gestation
|
Number of cycles with pregnancy loss after confirmation of clinical pregnancy and within 12 weeks of gestation / total number of clinical pregnancy cycles in the group ×100%. Assessment period: from confirmation of clinical pregnancy to 12 weeks of gestation. |
From confirmation of clinical pregnancy to 12 weeks of gestation
|
|
Live birth rate
Time Frame: At delivery
|
Number of cycles resulting in delivery of a live infant at ≥24 weeks of gestation / total number of transfer cycles in the group ×100%. Assessment: at delivery. |
At delivery
|
Collaborators and Investigators
Sponsor
Sponsor
Study record dates
Study Major Dates
Study Start (Estimated)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- NDTHNanjingUMS-820
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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