IVF Outcomes and Oxytocin Levels in 680 Patients, 2024-2025

A prospective cohort study of 680 infertile patients undergoing IVF cycles between October 2024 and January 2025. The dataset includes serum and follicular fluid oxytocin measurements, live birth outcomes, and clinical parameters like lipid profiles and ovarian response markers. It was authored by Ruiqiong Zhou and shared under a CC-BY-4.0 license.

Use Cases

• Modeling the association between serum oxytocin levels and live birth rate based on the described negative linear relationship.
• Analyzing the correlation between follicular fluid oxytocin and ovarian response markers like hCG-trigger day estradiol and oocytes retrieved.
• Investigating the relationship between oxytocin levels and metabolic parameters such as triglycerides, LDL-C, HDL-C, and insulin.
• Developing predictive models for IVF success using the described oxytocin biomarkers and clinical covariates.

Strengths

• Includes data from 680 patients, providing a substantial cohort for analysis.
• Measures oxytocin in two distinct biological compartments (serum and follicular fluid) for comparative analysis.
• Employs multiple statistical approaches (multivariable logistic regression, inverse probability weighting, double robust model) as described, suggesting analytical rigor.
• Reports specific correlation coefficients (e.g., r=0.294 for serum oxytocin and triglycerides) and effect sizes (e.g., 37% decrease in live birth likelihood per 100 pg/mL serum increase).

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for specific modeling tasks.
• The dataset is small (41.3 KB), indicating limited scope and likely a summarized or document-based format rather than raw patient-level data.

Provenance

Source

figshare, author Ruiqiong Zhou.

Collection Method

Prospective cohort study with serum and follicular fluid oxytocin measurement.

Time Range

October 2024 to January 2025.

Freshness

Last updated 2026-06-02 04:21:27; freshness should be verified.