RNA-Sequencing of Tumor-Educated Platelets, a Novel Biomarker for Blood-Based Sarcoma Diagnostics
Abstract
:1. Introduction
2. Results
3. Discussion
4. Materials and Methods
4.1. Inclusion of Patients
4.2. Particle-Swarm Optimization-Enhanced ThromboSeq Analysis
5. Conclusions
6. Patents
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Characteristics | Training | Evaluation | Validation | |||
---|---|---|---|---|---|---|
Sarcoma cohort N | 21 | 19 | 17 | |||
Median age (IQR) in years | 56 (19) | 60 (18) | 60 (19) | |||
F/M % | 33/67 | 74/26 | 35/65 | |||
Localized N (%) | 5 (24%) | 7 (37%) | 5 (29%) | |||
Metastasized N (%) | 16 (76%) | 12 (63%) | 12 (71%) | |||
Controls cohort N | 34 | 33 | 36 | |||
Median age (IQR) in years | 61 (20.5) | 59 (18) | 54 (26.5) | |||
F/M % | 55/45 | 85/15 | 58/42 | |||
Former sarcoma /healthy donors N | 11 | 23 | 10 | 23 | 12 | 24 |
Median age (IQR) in years | 72 (13.5) | 57 (23) | 59.5 (17) | 59 (17) | 64 (11.5) | 48 (22.5) |
F/M % | 55/45 | 100/0 | 50/50 | 100/0 | 58/42 | 100/0 |
Histologic Subtype | Training | Evaluation | Validation |
---|---|---|---|
Dedifferentiated liposarcoma | 3 | 1 | 2 |
Myxoid liposarcoma | 3 | 2 | 1 |
Pleomorphic liposarcoma | 1 | 1 | 0 |
Leiomyosarcoma | 3 | 3 | 5 |
Gastrointestinal Stromal Tumor | 5 | 5 | 6 |
Myxofibrosarcoma | 1 | 2 | 0 |
Undifferentiated pleomorphic sarcoma | 1 | 1 | 1 |
Others | 1 | 1 | 0 |
Angiosarcoma | 1 | 0 | 1 |
Ewing sarcoma | 0 | 0 | 1 |
Extraskeletal chondrosarcoma | 1 | 1 | 0 |
Malignant peripheral nerve sheath tumor | |||
Synovial sarcoma | 1 | 2 | 0 |
Total | 21 | 19 | 17 |
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Heinhuis, K.M.; In ’t Veld, S.G.J.G.; Dwarshuis, G.; van den Broek, D.; Sol, N.; Best, M.G.; van Coevorden, F.; Haas, R.L.; Beijnen, J.H.; van Houdt, W.J.; et al. RNA-Sequencing of Tumor-Educated Platelets, a Novel Biomarker for Blood-Based Sarcoma Diagnostics. Cancers 2020, 12, 1372. https://doi.org/10.3390/cancers12061372
Heinhuis KM, In ’t Veld SGJG, Dwarshuis G, van den Broek D, Sol N, Best MG, van Coevorden F, Haas RL, Beijnen JH, van Houdt WJ, et al. RNA-Sequencing of Tumor-Educated Platelets, a Novel Biomarker for Blood-Based Sarcoma Diagnostics. Cancers. 2020; 12(6):1372. https://doi.org/10.3390/cancers12061372
Chicago/Turabian StyleHeinhuis, Kimberley M., Sjors G. J. G. In ’t Veld, Govert Dwarshuis, Daan van den Broek, Nik Sol, Myron G. Best, Frits van Coevorden, Rick L. Haas, Jos H. Beijnen, Winan J. van Houdt, and et al. 2020. "RNA-Sequencing of Tumor-Educated Platelets, a Novel Biomarker for Blood-Based Sarcoma Diagnostics" Cancers 12, no. 6: 1372. https://doi.org/10.3390/cancers12061372
APA StyleHeinhuis, K. M., In ’t Veld, S. G. J. G., Dwarshuis, G., van den Broek, D., Sol, N., Best, M. G., van Coevorden, F., Haas, R. L., Beijnen, J. H., van Houdt, W. J., Würdinger, T., & Steeghs, N. (2020). RNA-Sequencing of Tumor-Educated Platelets, a Novel Biomarker for Blood-Based Sarcoma Diagnostics. Cancers, 12(6), 1372. https://doi.org/10.3390/cancers12061372