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Xue-Ning Yang



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    P1.11 - Screening and Early Detection (Not CME Accredited Session) (ID 943)

    • Event: WCLC 2018
    • Type: Poster Viewing in the Exhibit Hall
    • Track:
    • Presentations: 1
    • Moderators:
    • Coordinates: 9/24/2018, 16:45 - 18:00, Exhibit Hall
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      P1.11-18 - A Classification-Based Machine Learning Method Reveals Exosomal miRNA Biomarkers for Patients with Pulmonary Ground Glass Nodule (ID 12462)

      16:45 - 18:00  |  Author(s): Xue-Ning Yang

      • Abstract

      Background

      Non-invasive detection of lung cancer is of critical importance but has proven challenging due to the rate of false-negative diagnosis with current tests. Plasma exosomes have been implicated as a non-invasive diagnostic source. However, little high throughput screening has been done in the early-stage lung cancer and problems such as bias of enrollment, less rigorous identification exists. This study aimed to reveal the plasma exosome-derived miRNA biomarkers for early-stage lung cancer patients, especially those with ground glass nodule (GGN).

      a9ded1e5ce5d75814730bb4caaf49419 Method

      Pre-operative and paired post-operative plasma samples from patients with solitary pulmonary nodule and healthy volunteers were prospectively collected. Finally 38 malignant nodules, 7 benign nodules and 5 healthy volunteers were enrolled. The malignant nodules included 9 pure GGNs, 11 mixed GGNs and 18 solid nodules. Exosomes were collected from 1mL plasma and were isolated with 3D Medicine EV isolation kit. Exosomal miRNA profiling was performed using miRNA-seq. And an exosomal miRNA diagnostic model for patients with malignant nodules was constructed by using support vector machine (SVM).

      4c3880bb027f159e801041b1021e88e8 Result

      In general, malignant nodules, benign nodules and healthy volunteers were indistinguishable based on overall clustering. Regarding to malignant nodules, pure GGNs and solid nodules could be separated under principal component analysis (PCA), and the mixed GGNs presented a transitional state between the pure GGNs and the solid nodules. Ultimately, a two-dimensional SVM diagnostic model for discriminating malignant and benign nodules was established. The optimal miRNA combination could reach an area under curve (AUC) of 0.96, with sensitivity and specificity of 94.7% and 91.7%, respectively.

      8eea62084ca7e541d918e823422bd82e Conclusion

      This preliminary analysis highlights the potential of exosomal miRNA based liquid biopsy for non-invasive detection of early-stage lung cancer. The SVM model seems could effectively distinguish pulmonary nodules, but needs further verified.

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    P2.17 - Treatment of Locoregional Disease - NSCLC (Not CME Accredited Session) (ID 966)

    • Event: WCLC 2018
    • Type: Poster Viewing in the Exhibit Hall
    • Track:
    • Presentations: 1
    • Moderators:
    • Coordinates: 9/25/2018, 16:45 - 18:00, Exhibit Hall
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      P2.17-32 - Dynamic Monitoring Before and After Neo-Adjuvant Crizotinib in Non-Small Cell Lung Cancer: A Brief Report (ID 11829)

      16:45 - 18:00  |  Author(s): Xue-Ning Yang

      • Abstract
      • Slides

      Background

      Neo-adjuvant therapy has been considered as an optional approach for locally advanced non-small-cell lung cancer (NSCLC) patients. While targeted therapy has been widely applied in advanced NSCLC, neo-adjuvant targeted therapy remains poorly explored.

      a9ded1e5ce5d75814730bb4caaf49419 Method

      We describe four ALK-positive patients with pathological confirmed locally advanced NSCLC receiving neo-adjuvant Crizotinib. All patients received Crizotinib at a starting dose of 250mg twice daily for 1-3 months before surgical resection. One patients provided dynamic monitoring before and after neo-adjuvant therapy through next generation sequencing of plasma and tissue.

      4c3880bb027f159e801041b1021e88e8 Result

      Three patients were partial response without apparent adverse event before surgery while one received pathological complete response to neo-adjuvant Crizotinib but suffering from grade 4 hepatic damage. One of them had disease recurrence but achieved long duration of response (PFS=15m) through first-line Crizotinib. Dynamic monitoring with both plasma and tissue indicated simultaneously decrease of sensitive ALK-signaling in a patient with partial response (-51%) and no ALK-dependent resistant variants were captured.

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      8eea62084ca7e541d918e823422bd82e Conclusion

      Neo-adjuvant Crizotinib may be feasible and well-tolerated in locally advanced disease for complete resection. Crizotinib prior to surgery may provide thorough elimination of circulating molecular residual disease and it did not influence the response of reusing Crizotinib in first-line setting.

      6f8b794f3246b0c1e1780bb4d4d5dc53

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