Association of TNFRSF10D DNA-Methylation with the Survival of Melanoma Patients
Abstract
1. Introduction
2. Results and Discussion
2.1. Training Set for Selection of Relevant Genes
2.2. Test Set for the Validation of Relevant Genes
| (A) Training Set | ||||
|---|---|---|---|---|
| Variable | Overall Survival | Relapse-Free Survival | ||
| No. Patients (Died/Total) | p-Value (Log-Rank-Test) | No. Patients (Relapsed/Total) | p-Value (Log-Rank-Test) | |
| Sex | ||||
| Male | 12/24 | 0.712 | 11/24 | 0.717 |
| Female | 5/12 | 5/12 | ||
| Age | ||||
| <60 | 9/24 | 0.049 | 10/24 | 0.239 |
| ≥60 | 8/12 | 6/12 | ||
| Clark level | ||||
| 2/3 | 4/11 | 0.001 | 3/11 | <0.001 |
| 4 | 9/21 | 9/21 | ||
| 5 | 4/4 | 4/4 | ||
| Ulceration | ||||
| No | 7/22 | 0.015 | 7/22 | 0.046 |
| Yes | 10/14 | 9/14 | ||
| Tumor thickness | ||||
| ≤2 mm (T1/T2) | 5/13 | 0.008 | 6/13 | 0.008 |
| 2.01–4 mm (T3) | 2/8 | 1/8 | ||
| ≥4.01 mm (T4) | 10/15 | 9/15 | ||
| Mitotic rate | ||||
| ≤1/mm2 | 3/12 | 0.026 | 3/12 | 0.052 |
| >1/mm2 | 14/24 | 13/24 | ||
| Interferon alpha therapy | ||||
| No | 15/28 | 0.302 | 14/28 | 0.374 |
| Yes | 2/8 | 2/8 | ||
| TNFRSF10D | ||||
| Unmethylated | 11/29 | 0.001 | 11/29 | 0.008 |
| Methylated | 6/7 | 5/7 | ||
| (B) Test Set | ||||
| Sex | ||||
| Male | 5/12 | 0.929 | 5/12 | 0.98 |
| Female | 10/20 | 9/20 | ||
| Age | ||||
| <60 | 7/22 | 0.003 | 7/22 | 0.031 |
| ≥60 | 8/10 | 7/10 | ||
| Clark level | ||||
| 2/3 | 3/7 | <0.001 | 3/7 | <0.001 |
| 4 | 6/18 | 5/18 | ||
| 5 | 6/6 | 6/6 | ||
| Ulceration | ||||
| No | 11/23 | 0.887 | 10/23 | 0.942 |
| Yes | 4/9 | 4/9 | ||
| Tumor thickness | ||||
| ≤2 mm (T1/T2) | 5/12 | 0.919 | 5/12 | 0.992 |
| 2.01–4 mm (T3) | 7/13 | 6/13 | ||
| ≥4.01 mm (T4) | 2/5 | 2/5 | ||
| Mitotic rate | ||||
| ≤1/mm2 | 6/18 | 0.077 | 6/18 | 0.141 |
| >1/mm2 | 9/14 | 8/14 | ||
| Interferon alpha therapy | ||||
| No | 9/24 | 0.003 | 8/24 | 0.002 |
| Yes | 6/8 | 6/8 | ||
| TNFRSF10D | ||||
| Unmethylated | 11/28 | 0.041 | 10/28 | 0.012 |
| Methylated | 4/4 | 4/4 | ||
| Sex | ||||
| Male | 17/36 | 0.683 | 16/36 | 0.734 |
| Female | 15/32 | 14/32 | ||
| Age | ||||
| <60 | 16/46 | <0.001 | 13/22 | 0.013 |
| ≥60 | 16/22 | 23/74 | ||
| Clark level | ||||
| 2/3 | 7/18 | <0.001 | 6/18 | 0.011 |
| 4 | 15/39 | 14/39 | ||
| 5 | 10/10 | 10/10 | ||
| Ulceration | ||||
| No | 18/45 | 0.085 | 17/45 | 0.116 |
| Yes | 14/23 | 13/23 | ||
| Tumor thickness | ||||
| ≤2 mm (T1/T2) | 10/25 | 0.084 | 11/25 | 0.113 |
| 2.01–4 mm (T3) | 9/21 | 7/21 | ||
| ≥4.01 mm (T4) | 12/20 | 11/20 | ||
| Mitotic rate | ||||
| ≤1/mm2 | 9/30 | 0.005 | 9/30 | 0.012 |
| >1/mm2 | 23/38 | 21/38 | ||
| Interferon alpha therapy | ||||
| No | 24/52 | 0.261 | 22/52 | 0.24 |
| Yes | 8/16 | 8/16 | ||
| TNFRSF10D | ||||
| Unmethylated | 22/57 | <0.001 | 21/57 | <0.001 |
| Methylated | 10/11 | 9/11 | ||
2.3. Overall Prognostic Significance Merging the Training and the Test Set

| Variable | Overall Survival | Relapse-Free Survival | ||
|---|---|---|---|---|
| RR of Death (95% CI) | p-Value | RR of Relapse or Progression (95% CI) | p-Value | |
| Sex | ||||
| Male | 0.5 (0.2–1.6) | 0.11 | 0.4 (0.2–0.9) | 0.03 |
| Female | ||||
| Age | ||||
| <60 | 2.1 (0.9–4.6) | 0.07 | 1.6 (0.75–4.1) | 0.20 |
| ≥60 | ||||
| Clark level | ||||
| 2/3 | 3.0 (1.6–5.9) | 0.001 | 4.9 (2.4–10.1) | <0.001 |
| 4 | ||||
| 5 | ||||
| Ulceration | ||||
| No | 1.4 (0.6–3.5) | 0.47 | 1.1 (0.5–2.8) | 0.78 |
| Yes | ||||
| Tumor thickness | ||||
| ≤2 mm (T1/T2) | 0.9 (0.6–1.6) | 0.82 | 0.8 (0.5–1.3) | 0.39 |
| 2.01–4 mm (T3) | ||||
| ≥4.01 mm (T4) | ||||
| Mitotic rate | ||||
| ≤1/mm2 | 1.4 (0.5–3.9) | 0.49 | 1.6 (0.6–4.5) | 0.37 |
| >1/mm2 | ||||
| Interferon alpha therapy | ||||
| No | 2.2 (0.8–5.9) | 0.11 | 2.7 (1.1–7.5) | 0.03 |
| Yes | ||||
| TNFRSF10D | ||||
| Unmethylated | 4.6 (2.0–11.0) | <0.001 | 7.2 (2.8–18.3) | <0.001 |
| Methylated | ||||
2.4. Discussion
3. Experimental Section
3.1. The Patient Study Cohort and Study Design
3.2. DNA Extraction and Bisulfite Conversion from Formalin-Fixed Paraffin-Embedded (FFPE) Tissues
3.3. DNA Methylation Analysis
3.4. Mitotic Rate
3.5. Statistical Analysis
4. Conclusions
Supplementary Files
Supplementary File 1Acknowledgments
Author Contributions
Conflicts of Interest
References
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Ratzinger, G.; Mitteregger, S.; Wolf, B.; Berger, R.; Zelger, B.; Weinlich, G.; Fritsch, P.; Goebel, G.; Fiegl, H. Association of TNFRSF10D DNA-Methylation with the Survival of Melanoma Patients. Int. J. Mol. Sci. 2014, 15, 11984-11995. https://doi.org/10.3390/ijms150711984
Ratzinger G, Mitteregger S, Wolf B, Berger R, Zelger B, Weinlich G, Fritsch P, Goebel G, Fiegl H. Association of TNFRSF10D DNA-Methylation with the Survival of Melanoma Patients. International Journal of Molecular Sciences. 2014; 15(7):11984-11995. https://doi.org/10.3390/ijms150711984
Chicago/Turabian StyleRatzinger, Gudrun, Simone Mitteregger, Barbara Wolf, Regina Berger, Bernhard Zelger, Georg Weinlich, Peter Fritsch, Georg Goebel, and Heidelinde Fiegl. 2014. "Association of TNFRSF10D DNA-Methylation with the Survival of Melanoma Patients" International Journal of Molecular Sciences 15, no. 7: 11984-11995. https://doi.org/10.3390/ijms150711984
APA StyleRatzinger, G., Mitteregger, S., Wolf, B., Berger, R., Zelger, B., Weinlich, G., Fritsch, P., Goebel, G., & Fiegl, H. (2014). Association of TNFRSF10D DNA-Methylation with the Survival of Melanoma Patients. International Journal of Molecular Sciences, 15(7), 11984-11995. https://doi.org/10.3390/ijms150711984
