A Study on Combined Low-pass Whole-genome and Methylome Testing of Bloody Nipple Discharge Specimens for Benign-Malignant Differentiation.
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 发起方
- 入组人数
- 60
- 试验地点
- 1
- 主要终点
- AUC of the combined lcWGS-methylome model for distinguishing malignant vs benign lesions
研究概览
简要总结
This is a prospective, single-center diagnostic study testing whether a new, minimally invasive analysis of nipple fluid can distinguish benign from malignant causes of pathologic nipple discharge. Many patients with bloody or blood-tinged nipple discharge undergo surgery to make a diagnosis, yet most are ultimately found to have benign disease. The investigators aim to develop a laboratory test that analyzes DNA in nipple fluid to help avoid unnecessary operations while still identifying cancers.
Approximately 30 adults with spontaneous, single-duct, unilateral bloody or serosanguinous nipple discharge who are already scheduled for standard diagnostic surgery will be enrolled at Hubei Cancer Hospital. Before surgery, the investigators will collect a small sample of nipple fluid (or gently obtain nipple aspirate fluid using a soft suction cup if needed) and one tube of blood. The investigators will analyze the fluid's DNA using two approaches: low-pass whole-genome analysis to look for copy number changes and fragmentation patterns, and genome-wide DNA methylation profiling. Surgical pathology will serve as the reference standard. Using these data, the investigators will build and validate a model to classify lesions as benign or malignant.
The primary outcome is diagnostic accuracy (area under the ROC curve, sensitivity, and specificity). Secondary outcomes include positive and negative predictive values, model calibration, subgroup performance (e.g., ductal carcinoma in situ vs invasive cancer), and an estimate of potential clinical impact (for example, how many benign cases might safely avoid surgery at a high-sensitivity threshold). Study test results will not affect current clinical care; all participants will receive usual evaluation and surgery. Risks are minimal and may include brief nipple discomfort or skin irritation from gentle suction and routine blood-draw risks (bruising, lightheadedness). There is no direct benefit to participants, but the findings may support a future noninvasive test to guide care and reduce unnecessary surgery. Data will be de-identified and stored securely. Expected enrollment is from September 2025 to May 2026.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Age ≥18 years.
- •Spontaneous, unilateral, single-duct pathologic nipple discharge, predominantly bloody or serosanguinous, raising clinical suspicion of intraductal disease.
- •Planned diagnostic breast surgery/biopsy after specialist assessment (e.g., duct excision/microdochectomy, lumpectomy); patients who had ductoscopy but are still scheduled for surgery remain eligible.
- •Study sampling (nipple discharge and one peripheral blood tube) feasible before surgery/invasive diagnostics without delaying standard care.
- •Able and willing to provide written informed consent and allow access to surgical pathology and relevant clinical data.
排除标准
- •Physiologic or non-pathologic discharge (typically bilateral, multiduct, expressible only with manipulation; milky/clear/green) or galactorrhea due to endocrine/drug causes.
- •Active breast infection/inflammatory disease (e.g., abscess) as the source of discharge.
- •Prior diagnosis and treatment of breast cancer (surgery/radiation/systemic therapy).
- •Recent invasive ductal manipulation likely to confound analysis (e.g., ductoscopy, duct cannulation/irrigation), per investigator judgment.
- •Pregnant or lactating patients.
- •Significant hematologic disease/coagulopathy precluding safe sampling.
- •Inability to complete preoperative study sampling, refusal/withdrawal of consent, or poor compliance.
- •Any condition judged by investigators to compromise sample quality, data interpretation, or participant safety.
研究组 & 干预措施
Malignant Cohort - Pathologic Nipple Discharge (DCIS/IDC)
Adults (≥18 years) with unilateral, spontaneous, single-duct pathologic nipple discharge who undergo clinically indicated diagnostic surgery. Group assignment is based on postoperative breast pathology confirming malignant disease (e.g., ductal carcinoma in situ or invasive ductal carcinoma). Preoperative nipple discharge is collected for low-coverage whole-genome sequencing (fragmentomics/CNV) and genome-wide DNA methylation profiling. Usual care only; research testing does not alter management. Followed through surgery and receipt of final pathology; no protocol-mandated long-term follow-up.
Benign Cohort - Pathologic Nipple Discharge (Papilloma/Duct Ectasia)
Adults (≥18 years) with unilateral, spontaneous, single-duct pathologic nipple discharge who undergo clinically indicated diagnostic surgery. Group assignment is based on postoperative breast pathology confirming benign disease (e.g., intraductal papilloma, duct ectasia, other benign lesions). Preoperative nipple discharge is collected for low-coverage whole-genome sequencing (fragmentomics/CNV) and genome-wide DNA methylation profiling. Usual care only; research testing does not alter management. Followed through surgery and receipt of final pathology; no protocol-mandated long-term follow-up.
结局指标
主要结局
AUC of the combined lcWGS-methylome model for distinguishing malignant vs benign lesions
时间窗: From preoperative sampling to receipt of final surgical pathology (per participant); primary analysis at validation lock (≈0-3 months post-enrollment).
Area under the ROC curve (AUC) with 95% CI in the independent validation cohort. Reference standard is postoperative pathology. Model integrates preoperative nipple discharge features (CNV/fragmentomics from low-coverage WGS and genome-wide DNA methylation) with a locked threshold selected on training.
次要结局
- Sensitivity and specificity at a prespecified threshold (target sensitivity ≥95%)(Perioperative/Periprocedural: preoperative sampling (Day 0); outcome assessed at final surgical pathology report, up to 30 days postoperatively.)
- Positive and negative predictive values (PPV, NPV)(preoperative sampling (Day 0); outcome assessed at final surgical pathology, up to 30 days after surgery.)
- Model calibration (calibration slope, intercept, and Hosmer-Lemeshow test)(Perioperative/Periprocedural: preoperative sampling (Day 0); outcome assessed at final surgical pathology report, up to 30 days postoperatively.)
- Proportion of model-negative results in benign cases at a prespecified decision threshold (independent validation cohort)(Preoperative sampling (Day 0); outcome assessed at the time of the final surgical pathology report, up to 30 days postoperatively.)
- Subgroup performance by pathology subtype and imaging status(Perioperative/Periprocedural: preoperative sampling (Day 0); outcome assessed at final surgical pathology report, up to 30 days postoperatively.)
- Technical success rate and sample adequacy(Baseline (Day 0): sample collection; laboratory QC and adequacy assessed up to 14 days post-collection.)
研究者
Xinhong Wu, PhD
vice-president
Hubei Cancer Hospital