| Literature DB >> 24932237 |
Marília Bueno Santiago1, Fernando Augusto DE Lima Marson2, Rodrigo Secolin1, José Dirceu Ribeiro3, Carmen Sílvia Passos Lima4, Carmen Silvia Bertuzzo1.
Abstract
Cancer is a genetic disease that is highly influenced by environmental factors. To determine the risk factors of squamous cell carcinoma of the head and neck, two polymorphisms, solute carrier family 23 member 2 (SLC23A2-05 [rs4987219]) and v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog (KRAS)-LCS6 (rs61764370), and environmental factors, including smoking and alcohol consumption, were studied in a population. The present study included 165 males diagnosed with squamous cell carcinoma of the head and neck. The control group consisted of 230 healthy male subjects without cancer or a family history of cancer. The SLC23A2-05 and KRAS-LCS6 polymorphisms were analyzed by polymerase chain reaction followed by enzymatic digestion. All patients and healthy subjects were assessed with regard to their smoking habit and alcohol consumption as these are considered to be risk factors for cancer. The statistical analysis was performed using logistic regression, Fisher's exact and χ2 tests. Additional analyses were performed using the programs, multi-factor dimensionality reduction (MDR; version 2.0) and MDR permutation test (version 0.4.7), which consider all variables as risk factors simultaneously. The results of the present study demonstrate that the SLC23A2-05 and KRAS-LCS6 polymorphisms are not a risk factor for squamous cell carcinoma of the head and neck. In the same samples, the association of alcohol consumption (P<0.001) and smoking habit (P<0.001) with cancer presence was positive when each variable was considered individually. Concerning the environmental factors, a positive association of smoking habit and alcohol consumption with cancer, although not with ethnicity (ratio, 1.0244; testing balance accuracy, 0.8733; P<0.001) was identified using the MDR tool, which analyzed the variables and polymorphism genotypes simultaneously. In conclusion, in the present study, squamous cell carcinoma of the head and neck was highly affected by environmental factors when compared with the affect of SLC23A2-05 and KRAS-LCS6 polymorphisms.Entities:
Keywords: head and neck cancer; modifier genes; multifactor dimensionality reduction; permutation test; polymorphisms; solute carrier family 23 member 2; v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog
Year: 2014 PMID: 24932237 PMCID: PMC4049758 DOI: 10.3892/ol.2014.2029
Source DB: PubMed Journal: Oncol Lett ISSN: 1792-1074 Impact factor: 2.967
Association between the cancer and control groups with environmental factors; smoking, alcohol consumption and ethnicity.
| Group | ||||||
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| Environmental factor | Cancer | Control | Total | P-value | OR | CI (5–95%) |
| Smoker | ||||||
| EXS | 35 | 83 | 118 | <0.0001 | 0.377 | 0.334–0.600 |
| NS | 3 | 73 | 76 | 0.032 | 0.008–0.093 | |
| S | 127 | 43 | 170 | 12.02 | 7.374–19.93 | |
| Total | 165 | 199 | 364 | |||
| Alcohol consumption | ||||||
| EXA | 49 | 55 | 104 | <0.0001 | 1.115 | 0.705–1.763 |
| NA | 24 | 125 | 149 | 0.102 | 0.06–0.1702 | |
| A | 91 | 19 | 110 | 11.72 | 6.748–21.030 | |
| Total | 164 | 199 | 363 | |||
| Ethnicity | ||||||
| C | 143 | 185 | 328 | 0.1337 | 1.579 | 0.911–2.790 |
| NC | 22 | 45 | 67 | 1.000 | ||
| Total | 165 | 230 | 395 | |||
χ2 test;
positive P-values and ORs;
Fisher’s Exact test.
OR, odds ratio; CI, confidence interval; EXS, ex-smoker; NS, non-smoker; S, smoker; EXA, ex-alcoholic; NA, teetotal; A, alcoholic; C, caucasian; NC, not caucasian. With regard to all analyses, α=0.05 was considered to indicate significance.
Association of the KRAS-LCS6 and SLC23A2-05 polymorphisms with location and differentiation degree in patients with squamous cell carcinoma of the head and neck identified by the χ2 test.
| A, Association of the KRAS-LCS6 and SLC23A2-05 polymorphisms with location | ||||||||||||||
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| KRAS-LCS6 | SLC23A2-05 | |||||||||||||
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| Location | GG + TG | TT | Total | P-value | OR | 95% CI | CC | OR (95% CI) | CG | OR (95% CI) | GG | OR (95% CI) | Total | P-value |
| Oral cavity | 1 | 0 | 1 | 0.140 | - | - | 0 | - | 1 | - | 0 | - | 1 | 0.186 |
| Larynx | 16 | 84 | 100 | 0.695 | 0.310–1.568 | 16 | 0.463 (0.214–0.992) | 56 | 1.676 (0.892–3.173) | 28 | 1.015 (0.505–2.067) | 100 | ||
| Opharynx | 13 | 51 | 64 | 1.258 | 0.553–2.821 | 19 | 2.232 (1.042–4.829) | 27 | 0.565 (0.298–1.065) | 18 | 1.02 (0.501–2.052) | 64 | ||
| Total | 30 | 135 | 165 | 35 | 84 | 46 | 165 | |||||||
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| B, Association of the KRAS-LCS6 and SLC23A2-05 polymorphisms with degree of differentiation | ||||||||||||||
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| KRAS-LCS6 | SLC23A2-05 | |||||||||||||
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| Degree of differentiation | GG + TG | TT | Total | P-value | OR | 95% CI | CC | OR (95% CI) | CG | OR (95% CI) | GG | OR (95% CI) | Total | P-value |
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| Well-differentiated | 4 | 16 | 20 | 0.640 | 1.282 | 0.340–4.052 | 2 | 0.345 (0.052–1.381) | 10 | 0.985 (0.376–2.581) | 8 | 1.971 (0.712–5.267) | 20 | |
| Moderately-differentiated | 19 | 105 | 124 | 0.623 | 0.238–1.751 | 29 | 1.27 (0.488–3.687) | 63 | 1.101 (0.496–2.453) | 32 | 0.732 (0.313–1.781) | 124 | ||
| Non-keratinizing | 0 | 1 | 1 | - | - | 1 | - | 0 | - | 0 | - | 1 | 0.447 | |
| Poorly-differentiated | 3 | 6 | 9 | 2.652 | 0.51–11.46 | 3 | 1.774 (0.346–7.537) | 4 | 0.780 (0.180–3.197) | 2 | 0.758 (0.104–3.573) | 9 | ||
| Superficially invasive | 0 | 1 | 1 | - | - | 0 | - | 1 | - | 0 | - | 1 | ||
| Total | 26 | 129 | 155 | 35 | 78 | 42 | 155 | |||||||
Positive P-values and ORs.
To all analyses, α=0.05 was considered. OR, odds ratio; CI, confidence interval; G, guanine; T, thymine; C, cytosine; SLC23A2, solute carrier family 23 member 2; KRAS, v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog.
Association between the KRAS-LCS6 and SLC23A2-05 polymorphisms as a risk factor for squamous cell carcinoma of the head and neck as identified by regression analysis.
| A, KRAS-LCS6 polymorphism | ||||||
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| Patients, n | Frequency | |||||
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| Feature | Case group | Control group | Case group (%) | Control group (%) | P-value | OR (95% CI) |
| Genotype | ||||||
| GG | 1 | 2 | 0.61 | 0.87 | 0.8597 | 0.83 (0.08–8.70) |
| TG | 29 | 41 | 17.57 | 17.83 | 0.9603 | 0.99 (0.58–1.67) |
| TT | 135 | 187 | 81.81 | 81.30 | 0.9080 | 1.03 (0.62–1.73) |
| Allele | ||||||
| G | 31 | 45 | 9.39 | 9.78 | 0.9080 | 0.97 (0.58–1.63) |
| T | 299 | 415 | 90.61 | 90.22 | 0.8597 | 1.20 (0.11–12.53) |
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| B, SLC23A2-05 polymorphism | ||||||
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| Patients, n | Frequency | |||||
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| Feature | Case group | Control group | Case group (%) | Control group (%) | P-value | OR (95% CI) |
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| Genotype | ||||||
| CC | 35 | 43 | 21.21 | 18.69 | 0.5304 | 1.17 (0.71–1.93) |
| CG | 84 | 132 | 50.90 | 57.39 | 0.2026 | 0.77 (0.52–1.15) |
| GG | 46 | 55 | 27.88 | 23.91 | 0.3711 | 1.23 (0.78–1.94) |
| Allele | ||||||
| C | 154 | 218 | 46.67 | 47.39 | 0.3711 | 0.81 (0.52–1.28) |
| G | 176 | 242 | 53.33 | 52.61 | 0.5304 | 0.85 (0.52–1.40) |
KRAS, v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog; SLC23A2, solute carrier family 23 member 2; OR, odds ratio; CI, confidence interval; G, guanine; T, thymine; C, cytosine. With regard to all analyses, α=0.05 was considered to indicate significance.
TNM staging and correlation with the KRAS-LCS6 and SLC23A2-05 polymorphisms in patients with squamous cell carcinoma of the head and neck as identified by regression analysis.
| A, | ||||||||
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| Stage I | Stage II | Stage III | Stage IV | |||||
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| Feature | P-value | OR (95% CI) | P-value | OR (95% CI) | P-value | OR (95% CI) | P-value | OR (95% CI) |
| Genotype | ||||||||
| GG | 0.7263 | 1.79 (0.04–75.55) | 0.5613 | 2.77 (0.06–118.05) | 0.9512 | 1.10 (0.03–46.06) | 0.6419 | 1.64 (0.16–17.23) |
| TG | 0.2017 | 1.85 (0.74–4.65) | 0.4044 | 1.64 (0.53–5.13) | 0.2259 | 0.55 (0.19–1.56) | 0.9559 | 1.02 (0.53–1.95) |
| TT | 0.2445 | 0.57 (0.23–1.43) | 0.4586 | 0.64 (0.21–2.01) | 0.1810 | 1.93 (0.68–5.48) | 0.9073 | 0.96 (0.51–1.82) |
| Allele | ||||||||
| G | 0.2445 | 1.75 (0.70–4.37) | 0.4586 | 1.55 (0.50–4.83) | 0.1810 | 0.52 (0.18–1.47) | 0.9073 | 1.04 (0.55–1.96) |
| T | 0.7263 | 0.56 (0.01–23.52) | 0.5613 | 0.36 (0.01–15.39) | 0.9512 | 0.91 (0.02–37.98) | 0.6419 | 0.61 (0.06–6.39) |
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| B, | ||||||||
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| Stage I | Stage II | Stage III | Stage IV | |||||
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| Feature | P-value | OR (95% CI) | P-value | OR (95% CI) | P-value | OR (95% CI) | P-value | OR (95% CI) |
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| Genotype | ||||||||
| CC | 0.0627 | 0.26 (0.05–1.44) | 0.8598 | 1.12 (0.33–3.83) | 0.3675 | 1.44 (0.66–3.13) | 0.2147 | 1.46 (0.81–2.64) |
| CG | 0.5475 | 1.29 (0.56–3.00) | 0.9055 | 0.94 (0.35–2.55) | 0.6492 | 0.86 (0.44–1.66) | 0.0566 | 0.62 (0.37–1.02) |
| GG | 0.3456 | 1.54 (0.64–3.70) | 0.8220 | 1.14 (0.37–3.51) | 0.8431 | 0.92 (0.42–2.03) | 0.2859 | 1.36 (0.78–2.36) |
| Allele | ||||||||
| C | 0.3456 | 0.65 (0.27–1.57) | 0.8220 | 0.88 (0.28–2.71) | 0.8431 | 1.08 (0.49–2.38) | 0.2859 | 0.74 (0.42–1.29) |
| G | 0.0627 | 3.79 (0.69–20.73) | 0.8598 | 0.89 (0.26–3.07) | 0.3675 | 0.70 (0.32–1.52) | 0.2147 | 0.69 (0.38–1.24) |
TNM, tumor-node-metastasis; KRAS, v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog; SLC23A2, solute carrier family 23 member 2; OR, odds ratio; CI, confidence interval; G, guanine; T, thymine; C, cytosine. With regard to all analyses, α=0.05 was considered to indicate significance.
Combination of the KRAS-LCS6 and SLC23A2-05 polymorphisms and the associated risk of squamous cell carcinoma of the head and neck as determined by the χ2 test.
| KRAS-LCS6 and SLC23A2-05 polymorphisms | Cancer group | Control group | Total | P-value | OR | 95% CI |
|---|---|---|---|---|---|---|
| Combination code | ||||||
| 1 | 6 | 6 | 12 | 0.826 | 1.408 | 0.422–4.693 |
| 2 | 15 | 28 | 43 | 0.722 | 0.364–1.392 | |
| 3 | 9 | 9 | 18 | 1.415 | 0.534–3.754 | |
| 4 | 28 | 37 | 65 | 1.066 | 0.618–1.826 | |
| 5 | 70 | 104 | 174 | 0.893 | 0.595–1.337 | |
| 6 | 37 | 46 | 83 | 1.156 | 0.796–1.885 | |
| Total | 165 | 230 | 395 | |||
P-value for haplotype analysis.
Combination code: 1, GG+GT/CC; 2, GG+GT/CG; 3, GG+GT/GG; 4, TT/CC; 5, TT/CG; 6, TT/GG; where KRAS-LCS6 genotype/SLC23A2-05 genotype, respectively. KRAS, v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog; SLC23A2, solute carrier family 23 member 2; OR, odds ratio; CI, confidence interval; G, guanine; T, thymine; C, cytosine.
Figure 1Interaction of the environmental factors (ethnicity, smoking habit and alcohol consumption) and squamous cell carcinoma of the head and neck using multi-factor dimensionality reduction (MDR) and MDR permutation tests. (A) Percentage of the association between the environmental factors. (B) Data distribution. The squares in the figure represent the environmental combination; left bar, controls; right bar, patients. Smoking habit: EX, ex-smoker; N, non-smoker; S, smoker. Alcohol consumption: EX, ex-alcoholic; N, teetotal; S, alcoholic.
Figure 2Genotype distribution of KRAS-LCS6 and SLC23A2-05 polymorphisms, and the combination between the polymorphisms. χ2 test was performed. 1. OR, 1.408 (CI, 0.422–4.693); 2. OR, 0.722 (CI, 0.364–1.392); 3. OR, 1.415 (CI, 0.534–3.754); 4. OR, 1.066 (CI, 0.618–1.826); 5. OR, 0.893 (CI, 0.595–1.337); 6. OR, 1.156 (CI, 0.796–1.885). SLC23A2, solute carrier family 23 member 2; KRAS, v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog; G, guanine; T, thymine; C, cytosine; OR, odds ratio, CI, confidence interval.