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Open Access Intelligent Medicine and Prediction Model Issue
Diagnostic efficacy of ultrasound combined with exhaled volatile organic compounds for epithelial ovarian carcinoma
Journal of Army Medical University 2026, 48(11): 1569-1576
Published: 15 June 2026
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Objective

Ovarian cancer (OC) has the highest case fatality rate among gynecological malignancies, among which epithelial ovarian carcinoma (EOC) represents the most common pathological subtype. Due to its atypical early symptoms, approximately 70% of patients are diagnosed at advanced stages (Stage Ⅲ or Ⅳ), resulting in an extremely poor prognosis. Conversely, the 5-year survival rate for early-stage patients may exceed 90%. Therefore, efficient early diagnostic methods are of critical clinical significance for improving patient outcomes. Ultrasound serves as the preferred imaging modality for ovarian tumors, and its non-invasiveness, favorable reproducibility and cost-effectiveness have rendered it widely applied in clinical practice. However, relying solely on ultrasound for diagnosing OC entails certain limitations in sensitivity and specificity. Exhaled volatile organic compounds (VOC) analysis, as a non-invasive metabolomic technique, has demonstrated potential application value in tumor screening and diagnosis. This study aims to investigate whether the integration of exhaled VOC characteristics with ultrasound could enhance the diagnostic efficacy for EOC, thereby exploring a more precise non-invasive diagnostic paradigm.

Methods

A single-center, cross-sectional study was carried out from July 30, 2024 to April 30, 2025, employing thermal desorption-gas chromatography-mass spectrometry (TD-GC-MS) to analyze exhaled breath samples obtained from 236 patients with ovarian tumors (162 benign ovarian tumors and 74 malignant ovarian tumors) admitted to our department between July 30, 2024 and April 30, 2025. Differential VOCs were identified and selected for model development. Two prediction models were constructed using random forests: an ultrasound-based model (incorporating tumor long-axis diameter and cystic-solid composition) and a combined ultrasound-VOC model. Subgroup analyses based on pathology and stage were performed. Diagnostic performance of both models for early-stage EOC was evaluated through sensitivity, specificity and area under the receiver operating characteristic curve (AUC).

Results

The ultrasound model achieved an AUC value of 0.865 (95%CI: 0.812 to 0.918), a sensitivity of 0.92 and a specificity of 0.82. The combined ultrasound-VOC model demonstrated superior performance with an AUC value of 0.896 (95%CI: 0.845 to 0.947), a sensitivity of 0.92, and a specificity of 0.84. Comparative analysis indicated that no change in sensitivity between the 2 models, and neither the AUC increase of 0.031 (95%CI: -0.008 to 0.070) nor the specificity improvement of 0.02 in the combined model reached statistical significance. Subgroup analysis revealed that the combination model improved the sensitivity of early-stage (Stage Ⅰ) ovarian cancer from 89% to 94%, yet the overall diagnostic efficacy gain remained modest across various pathological subtypes and stages.

Conclusion

The ultrasound-based model demonstrates favorable diagnostic efficacy for EOC. The ultrasound-VOC model exhibits some improvement in diagnostic efficacy, but the gain is modest and lacks statistical significance, which is insufficient to challenge the position of ultrasound as a first-line diagnostic tool. Notably, the combined model demonstrates high sensitivity for early-stage EOC, suggesting that it may be more suitable as a screening tool for high-risk populations rather than replacing ultrasound as a first-line diagnostic modality.

Issue
Innovation of LESS-OPEN concept and its application and prospect in ovarian cystectomy
Journal of Army Medical University 2024, 46(19): 2165-2170
Published: 15 October 2024
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Ovarian cysts are one of the most common gynecological diseases, and laparoscopic surgery has been considered as the main approach for treating benign ovarian tumors. Laparoendoscopic single site surgery (LESS) is favored by women due to its hidden scar in the umbilicus. Combining single-port laparoscopy with open surgery (OPEN) can enhance aesthetic outcomes, reduce surgical complexity, and preserve ovarian function better. The concept of LESS-OPEN pioneered by our team in China has shown significant efficacy in treating ovarian cysts. We also pioneered the construction of a feasibility prediction scoring system for laparoendoscopic single-site extracorporeal (LESS-E) ovarian cystectomy, and established an indication system for LESS-E surgery for ovarian cysts to guide surgeons in selecting surgical approaches. This paper aims to discuss the application of the LESS-OPEN technique in ovarian cystectomy and to explore its future prospects.

Issue
Comparison of laparoscopic single-site surgery and traditional laparoscopic surgery for endometrial cancer
Journal of Army Medical University 2022, 44(8): 818-823
Published: 30 April 2022
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Objective

To compare the perioperative outcomes of laparoscopic single-site surgery (LESS) versus traditional laparoscopic surgery (TLS) in the staging surgery of endometrial cancer, and to verify its safety, feasibility and effectiveness.

Methods

A total of 535 patients diagnosed with endometrial cancer and undergoing laparoscopic total staging surgery from August 2018 to August 2020 in our department were retrospectively recruited in this study. Among them, 26 patients underwent LESS, and 509 received TLS. A 1∶2 propensity score matching was performed to minimize the bias due to the imbalanced baseline features between the 2 groups. Finally, 26 cases in LESS group and 52 cases in TLS group were obtained. The operation time, volume of intraoperative blood loss, number of lymph nodes removed, time of postoperative exhaust, time of postoperative indwelling drainage, postoperative hospital stay, pain score of 24-hour after surgery and satisfactory with cosmetic results were analyzed and compared between the 2 groups.

Results

The operations in both groups were successfully completed without conversion to laparotomy. There were no statistical differences in the volume of intraoperative blood loss, number of lymph nodes removed, time of postoperative exhaust, time of postoperative indwelling drainage, and postoperative hospital stay between the 2 groups. Meanwhile, the LESS group has significantly longer operation time (197.3±55.7 vs 164.7±62.7 min), a lower pain score of 24-hour after surgery [1 (1, 2) vs 2 (2, 3)] and a more satisfactory postoperative cosmetic effect (5.73±0.53 vs 5.17±0.71) when compared with the TLS group (P<0.05).

Conclusion

Compared with TLS, LESS is safe and feasible for endometrial cancer, with advantages of less pain and good cosmetic effectiveness.

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