| Literature DB >> 35626014 |
Annette Pflugfelder1,2, Xuan Ling Hilary Yong1,3,4, Kasturee Jagirdar1,5, Thomas K Eigentler6, H Peter Soyer1,7, Richard A Sturm1, Lukas Flatz2, David L Duffy1,8.
Abstract
Melanoma incidence rates are high among individuals with fair skin and multiple naevi. Established prognostic factors are tumour specific, and less is known about prognostic host factors. A total of 556 stage I to stage IV melanoma patients from Germany with phenotypic and disease-specific data were analysed; 64 of these patients died of melanoma after a median follow-up time of 8 years. Germline DNA was assessed by the HumanCoreExome BeadChip and data of 356,384 common polymorphisms distributed over all 23 chromosomes were used for a genome-wide analysis. A suggestive genome-wide significant association of the intronic allele rs7551288*A with diminished melanoma-specific survival was detected (p = 2 × 10-6). The frequency of rs7551288*A was 0.43 and was not associated with melanoma risk, hair and eye colour, tanning and total naevus count. Cox regression multivariate analyses revealed a 5.31-fold increased risk of melanoma-specific death for patients with the rs7551288 A/A genotype, independent of tumour thickness, ulceration and stage of disease at diagnoses. The variant rs7551288 belongs to the DHCR24 gene, which encodes Seladin-1, an enzyme involved in the biosynthesis of cholesterol. Further investigations are needed to confirm this genetic variant as a novel prognostic biomarker and to explore whether specific treatment strategies for melanoma patients might be derived from it.Entities:
Keywords: DHCR24; GWAS; cholesterol; genome-wide association study; melanoma; seladin-1; survival
Year: 2022 PMID: 35626014 PMCID: PMC9139953 DOI: 10.3390/cancers14102410
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.575
Figure 1Manhattan plot illustrating the genome-wide association results of survival analyses in 556 melanoma patients from Germany. Each dot represents the −log10 p-value of the log rank test of the genotyped polymorphisms in association to the survival time of the patients. The dots are displayed on the x-axis according to the position of the polymorphisms on the 23 chromosomes. The SNP rs7551288 reached suggestive genome-wide significance with a p-value of 2 × 10−6.
Figure 2Kaplan–Meier curves stratified for the three different genotypes at rs7551288, patients homozygous for the rs7551288*A allele (A/A), heterozygous (A/G) and homozygous for the rs7551288*G allele (G/G). Survival probabilities were calculated from (a) date of primary diagnoses and (b) date of stage IV diagnoses until last date of follow up, time is given in months.
Figure 3Details of the 92 patients who entered stage IV disease: (a) percentage of patients with positive, negative or unknown BRAF status; (b) percentage of patients receiving chemotherapy, BRAF inhibitor treatment*, immunotherapy** and systemic treatment within a clinical trial in stage IV. The share of the different genotypes is presented in green G/G, red A/G and blue A/A. * the unselective inhibitor Sorafenib was not considered as BRAF inhibitor treatment. ** this included RNA vaccination, L19-IL2 treatment, anti CTLA4 and PD1 antibodies.
Patients characteristics and rs7551288 genotype.
| Characteristics | All Patients | rs7551288 Genotype | ||||
|---|---|---|---|---|---|---|
| A/A | A/G | G/G | ||||
| Gender | Male | 308 (55.4) | 54 (56.3) | 156 (54.9) | 98 (55.7) | 0.971 |
| Female | 248 (44.6) | 42 (43.7) | 128 (45.1) | 78 (44.3) | ||
| Age | 0–30 | 32 (5.7) | 3 (3.1) | 21 (7.4) | 8 (4.5) | 0.502 |
| 31–50 | 154 (27.7) | 28 (29.2) | 81 (28.5) | 45 (25.6) | ||
| 51–70 | 249 (44.8) | 46 (47.9) | 125 (44.0) | 78 (44.3) | ||
| >70 | 121 (21.8) | 19 (19.8) | 57 (20.1) | 45 (25.6) | ||
| Hair colour | red | 33 (5.9) | 9 (9.4) | 18 (6.3) | 6 (3.4) | 0.568 |
| blonde | 239 (43.0) | 38 (39.6) | 125 44.0() | 76 (43.2) | ||
| brown | 242 (43.5 | 41 (42.7) | 119 (41.9) | 82 (46.6) | ||
| black | 32 (5.8) | 6 (6.3) | 16 (5.6) | 10 (5.7) | ||
| na | 10 (1.8) | 2 (2.1) | 6 (2.1) | 2 (1.1) | ||
| Eye colour | blue | 218 (39.2) | 37 (38.5) | 114 (40.1) | 67 (38.1) | 0.863 |
| grey | 110 (19.8) | 22 (22.9) | 55 (19.4) | 33 (18.8) | ||
| green | 91 (16.4) | 18 (18.8) | 42 (14.8) | 31 (17.6) | ||
| brown | 133 (23.9) | 19 (19.8) | 72 (25.4) | 42 (23.9) | ||
| na | 4 (0.7) | - | 1 (0.4) | 3 (1.7) | ||
| UV tanning | no tan | 97 (17.4) | 20 (20.8) | 52 (18.3) | 25 (14.2) | 0.400 |
| light tan | 271 (48.7) | 49 (51.0) | 141 (49.6) | 81 (46.0) | ||
| strong tan | 130 (23.4) | 20 (20.8) | 59 (20.8) | 51 (29.0) | ||
| always tan | 52 (9.4) | 7 (7.3) | 27 (9.5) | 18 (10.2) | ||
| na | 6 (1.1) | - | 5 (1.8) | 1 (0.6) | ||
| Total naevus | 0–10 | 134 (24.1) | 18 (18.8) | 77 (27.1) | 39 (22.2) | 0.326 |
| 11–30 | 198 (35.6) | 43 (44.8) | 92 (32.4) | 63 (35.8) | ||
| 31–50 | 105 (18.9) | 18 (18.8) | 49 (17.3) | 38 (21.6) | ||
| 51–100 | 79 (14.2) | 13 (13.5) | 45 (15.8) | 21 (11.9) | ||
| >100 | 38 (6.8) | 4 (4.2) | 20 (7.0) | 14 (8.0) | ||
| na | 2 (0.4) | - | 1 (0.4) | 1 (0.6) | ||
| Obesity | BMI ≤ 30 | 426 (76.6) | 77 (80.2) | 220 (77.5) | 129 (73.3) | 0.606 |
| BMI > 30 | 100 (18.0) | 14 (14.6) | 53 (18.7) | 33 (18.8) | ||
| na | 30 (5.4) | 5 (5.2) | 11 (3.9) | 14 (8.0) | ||
| Second cancer | yes | 37 (6.7) | 7 (7.3) | 14 (4.9) | 16 (9.1) | 0.212 |
| no | 519 (93.3) | 89 (92.7) | 270 (95.1) | 160 (90.9) | ||
| Family history | yes | 29 (5.2) | 7 (7.3) | 9 (3.2) | 13 (7.4) | 0.094 |
| no | 508 (91.4) | 88 (91.7) | 263 (92.6) | 157 (89.2) | ||
| na | 19 (3.4) | 1 (1.0) | 12 (4.2) | 6 (3.4) | ||
* Pearson Chi-Square Asymp.Sig (2-sided).
Tumour characteristics and rs7551288 genotype.
| Characteristics | All Patients | rs7551288 Genotype | ||||
|---|---|---|---|---|---|---|
| A/A | A/G | G/G | ||||
| Tumour thickness | <1.0 mm | 127 (22.8) | 20 (20.8) | 69 (24.3) | 38 (21.6) |
|
| 1.01–2.0 mm | 213 (38.3) | 31 (32.3) | 100 (35.2) | 82 (46.6) | ||
| 2.01–4 mm | 126 (22.7) | 22 (22.9) | 73 (25.7) | 31 (17.6) | ||
| >4 mm | 53 (9.5) | 15 (15.6) | 26 (9.2) | 12 (6.8) | ||
| na | 37 (6.7) | 8 (8.3) | 16 (5.6) | 13 (7.4) | ||
| Histology | SSM | 307 (55.2) | 57 (59.4) | 149 (52.5) | 101 (57.4) | 0.287 |
| NM | 90 (16.2) | 12 (12.5) | 53 (18.7) | 25 (14.2) | ||
| LMM | 26 (4.7) | 5 (5.2) | 18 (6.3) | 3 (1.7) | ||
| ALM | 28 (5.0) | 6 (6.3) | 11 (3.9) | 11 (6.3) | ||
| others | 51 (9.2) | 9 (9.4) | 26 (9.2) | 16 (9.1) | ||
| na | 54 (9.7) | 7 (7.3) | 27 (9.5) | 20 (11.4) | ||
| Ulceration | no | 322 (57.9) | 58 (60.4) | 165 (58.1) | 99 (56.3) | 0.914 |
| yes | 122 (21.9) | 24 (25.0) | 62 (21.8) | 36 (20.5) | ||
| na | 112 (20.1) | 14 (14.6) | 57 (20.1) | 41 (23.3) | ||
| Stage at Diagnoses | Stage I | 289 (52.0) | 39 (40.6) | 147 (51.8) | 103 (58.5) |
|
| Stage II | 169 (30.4) | 31 (32.3) | 93 (32.7) | 45 (25.6) | ||
| Stage III | 81 (14.6) | 22 (22.9) | 36 (12.7) | 23 (13.1) | ||
| Stage IV | 6 (1.1) | 0 (0) | 3 (1.1) | 3 (1.7) | ||
| na | 11 (2.0) | 4 (4.2) | 5 (1.8) | 2 (1.1) | ||
| Melanoma Death | yes | 64 (11.5) | 23 (24.0) | 28 (9.9) | 13 (7.4) |
|
| no | 492 (88.5) | 73 (76.0) | 256 (90.1) | 163 (92.6) | ||
* Pearson Chi-Square Asymp.Sig (2-sided). Significant p-values shown in bold.
Cox regression analyses for melanoma-specific survival.
| Overall Survival | |||||
|---|---|---|---|---|---|
| Definition | Univariate | Multivariate | |||
| Tumour thickness | ≤2.0 mm | 1 | 1 | ||
| >2.0 mm | 1.84 (1.08–3.12) |
| 1.5 (0.84–2.74) | 0.164 | |
| Ulceration | no | 1 | 1 | ||
| yes | 2.49 (1.44–4.31) |
| 2.07 (1.15–3.73) |
| |
| Stage at Diagnoses | Stage I + II | 1 | 1 | ||
| Stage III + IV | 3.62 (2.16–6.08) |
| 2.37 (1.25–4.49) |
| |
| rs7551288 Genotype | G/G | 1 | 1 | ||
| G/A | 1.46 (0.76–2.83) | 0.26 | 2.13 (0.93–4.86) | 0.07 | |
| A/A | 3.95 (1.99–7.83) |
| 5.31 (2.30–12.25) |
| |
HR hazard ratio, CI confidence interval. Significant p-values shown in bold.
Figure 4Bulk expression analyses of DHCR24 in different tissues with an accentuated expression in skin. Data from the GTex online database.