| Literature DB >> 24629046 |
Denise H E Maasland1, Piet A van den Brandt, Bernd Kremer, R Alexandra Sandra Goldbohm, Leo J Schouten.
Abstract
BACKGROUND: Prospective data on alcohol consumption, cigarette smoking and risk of head-neck cancer (HNC) subtypes, i.e. oral cavity cancer (OCC), oro-/hypopharyngeal cancer (OHPC), and laryngeal cancer (LC), are limited. We investigated these associations within the second largest prospective study on this topic so far, the Netherlands Cohort Study.Entities:
Mesh:
Year: 2014 PMID: 24629046 PMCID: PMC4004328 DOI: 10.1186/1471-2407-14-187
Source DB: PubMed Journal: BMC Cancer ISSN: 1471-2407 Impact factor: 4.430
Figure 1Flow diagram of the number of subcohort members and cases on whom the analyses were based. *PALGA: nationwide network and registry of histopathology and cytopathology in the Netherlands. aOral cavity cancer; oro-/hypopharyngeal cancer; oral cavity, pharynx unspecified or overlapping cancer; laryngeal cancer.
Characteristics of cases and subcohort members in the Netherlands Cohort Study (NLCS), 1986 - 2003
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| Age at baseline (years) | 61.3 (4.2)c | 61.8 (4.1) | 61.8 (4.3) | 61.5 (4.2) | 61.8 (4.0) |
| Sex: men (%) | 49.2 | 79.5 | 59.1 | 73.5 | 94.0 |
| Abstainer from alcohol (%) | 23.9 | 12.4 | 10.9 | 13.3 | 13.1 |
| Men (%) | 14.8 | 9.2 | 4.6 | 9.8 | 10.7 |
| Women (%) | 32.6 | 24.7 | 20.0 | 22.7d | 50.0e |
| Alcohol consumers: | | | | | |
| Ethanol intake (grams/day) | 13.4 (15.0) | 27.3 (25.6) | 28.7 (25.4) | 35.0 (31.6) | 23.2 (22.1) |
| Men | 17.5 | 29.1 | 34.3 | 40.2 | 23.5 |
| Women | 8.5 | 18.6 | 19.1 | 18.0 | 14.7 |
| Beer intake (glasses/week) | 2.2 (5.8) | 6.3 (12.5) | 4.4 (10.2) | 10.3 (18.3) | 5.8 (10.4) |
| Men | 3.7 | 6.9 | 6.1 | 11.1 | 5.8 |
| Women | 0.3 | 3.5 | 1.4 | 7.9 | 4.5 |
| Wine intake (glasses/week) | 3.7 (5.6) | 4.4 (9.1) | 5.5 (8.1) | 6.0 (11.5) | 3.1 (8.4) |
| Men | 3.1 | 4.0 | 4.2 | 6.7 | 3.1 |
| Women | 4.4 | 6.0 | 7.7 | 3.5 | 4.1 |
| Liquor intake (glasses/week) | 2.9 (5.7) | 7.3 (10.0) | 8.4 (11.2) | 7.7 (11.7) | 6.4 (8.3) |
| Men | 4.6 | 8.2 | 11.5 | 9.4 | 6.6 |
| Women | 0.9 | 3.0 | 3.1 | 1.9 | 1.9 |
| Cigarette smoking status | | | | | |
| Total | | | | | |
| Never smokers (%) | 36.9 | 11.1 | 26.4 | 7.2 | 4.5 |
| Former smokers (%) | 35.5 | 27.9 | 21.8 | 26.5 | 32.2 |
| Current smokers (%) | 27.6 | 61.0 | 51.8 | 66.3 | 63.3 |
| Men | | | | | |
| Never smokers (%) | 13.8 | 6.7 | 16.9 | 4.9 | 3.7 |
| Former smokers (%) | 51.4 | 31.5 | 27.7 | 29.5 | 33.7 |
| Current smokers (%) | 34.8 | 61.8 | 55.4 | 65.6 | 62.6 |
| Women | | | | | |
| Never smokers (%) | 59.4 | 28.4 | 40.0 | 13.6d | 16.7e |
| Former smokers (%) | 20.0 | 13.6 | 13.3 | 18.2 | 8.3 |
| Current smokers (%) | 20.6 | 58.0 | 46.7 | 68.2 | 75.0 |
| Ever cigarette smokers: | | | | | |
| Frequency of cigarette smoking ( | 15.3 (10.2) | 19.5 (10.9) | 19.9 (11.9) | 21.4 (12.7) | 18.6 (9.6) |
| Men | 17.1 | 19.9 | 21.6 | 22.9 | 18.4 |
| Women | 11.6 | 17.4 | 16.5 | 16.7 | 22 |
| Duration of cigarette smoking (years) | 31.7 (12.1) | 39.1 (9.5) | 37.8 (9.2) | 38.5 (9.8) | 39.9 (9.4) |
| Men | 33.6 | 39.8 | 38.9 | 39.8 | 40.0 |
| Women | 27.8 | 35.8 | 35.4 | 34.5 | 38.2 |
| Pack-years of cigarette smoking ( | 22.8 (17.7) | 34.4 (20.9) | 34.5 (23.5) | 37.0 (23.2) | 33.5 (18.9) |
| Men | 26.2 | 35.7 | 38.5 | 40.5 | 33.2 |
| Women | 16.0 | 28.3 | 26.4 | 26.3 | 38.5 |
| Level of education (%) | | | | | |
| Primary | 29.5 | 27.6 | 20.9 | 25.6 | 31.5 |
| Lower vocational | 22.0 | 18.9 | 17.3 | 17.1 | 20.8 |
| Secondary and medium vocational | 34.8 | 35.7 | 41.8 | 36.6 | 32.5 |
| University and higher vocational | 13.8 | 17.9 | 20.0 | 20.7 | 15.2 |
aOCC: oral cavity cancer; OHPC: oro-/hypopharyngeal cancer; LC: laryngeal cancer.
bThe number of subcohort members or cases used in age- and sex-adjusted, multivariate analyses of alcohol consumption and cigarette smoking.
cValues are given as mean (SD); for categorical variables, N (%) is presented.
dBased on only 22 female OHPC cases.
eBased on only 12 female LC cases.
Associations (multivariableadjusted incidence RRs) between alcohol consumption and risk of subtypes of head-neck cancer; Netherlands Cohort Study (NLCS), 1986 – 2003
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| Abstainers | 0 | 15 255 | 49 | 1 (reference) | 12 | 1 (reference) | 11 | 1 (reference) | 26 | 1 (reference) | 0.86 |
| >0 to <5 | 2 | 19 008 | 67 | 1.11 (0.75-1.65) | 17 | 1.25 (0.59-2.65) | 14 | 1.06 (0.47-2.40) | 36 | 1.03 (0.60-1.77) | |
| 5 to <15 | 9 | 14 468 | 72 | 1.15 (0.77-1.71) | 19 | 1.91 (0.91-4.03) | 12 | 0.90 (0.38-2.13) | 40 | 0.94 (0.56-1.58) | |
| 15 to <30 | 22 | 9 961 | 92 | 1.52 (1.02-2.27) | 30 | 3.88 (1.86-8.12) | 13 | 0.99 (0.41-2.38) | 49 | 1.10 (0.66-1.83) | |
| ≥30 | 40 | 5 659 | 115 | 2.74 (1.85-4.06) | 32 | 6.39 (3.13-13.03) | 33 | 3.52 (1.69-7.36) | 48 | 1.54 (0.91-2.60) | |
| | | | <0.001 | | <0.001 | | <0.001 | | 0.05 | | |
| Continuous, 10 gram | | | | | | | | | | | |
| ethanol/day increments | | | | | | | | | | | |
| Overall | | 64 352 | 395 | 1.20 (1.12-1.27) | 110 | 1.28 (1.18-1.39) | 83 | 1.27 (1.16-1.38) | 199 | 1.10 (1.02-1.18) | 0.18 |
| Men | | 30 169 | 314 | 1.19 (1.12-1.27) | 65 | 1.27 (1.17-1.38) | 61 | 1.27 (1.16-1.39) | 187 | 1.10 (1.03-1.19) | |
| Women | | 34 183 | 81 | 1.40 (1.18-1.65) | 45 | 1.58 (1.33-1.87) | 22 | 1.31 (0.91-1.87) | 12 | 0.85 (0.46-1.59) | |
| | | | 0.02 | | 0.004 | | 0.68 | | 0.67 | | |
| Abstainers | 0 | 11 810 | 38 | 1 (reference) | 9 | 1 (reference) | 9 | 1 (reference) | 20 | 1 (reference) | 1.00 |
| >0 to <5 | 2 | 11 813 | 36 | 0.98 (0.60-1.61) | 12 | 1.65 (0.68-4.01) | 7 | 0.86 (0.30-2.41) | 17 | 0.72 (0.35-1.46) | |
| 5 to <15 | 9 | 8 749 | 38 | 0.96 (0.58-1.59) | 9 | 1.68 (0.63-4.47) | 8 | 0.89 (0.32-2.47) | 21 | 0.72 (0.37-1.40) | |
| 15 to <30 | 22 | 5 293 | 45 | 1.27 (0.76-2.11) | 12 | 3.20 (1.25-8.19) | 6 | 0.72 (0.23-2.26) | 27 | 0.96 (0.50-1.83) | |
| ≥30 | 42 | 3 047 | 69 | 2.90 (1.78-4.73) | 17 | 7.50 (3.15-17.88) | 20 | 3.46 (1.46-8.20) | 31 | 1.57 (0.82-3.02) | |
| | | | <0.001 | | <0.001 | | 0.001 | | 0.03 | | |
| Continuous, 10 grams | | 39712 | 226 | 1.26 (1.16-1.36) | 59 | 1.37 (1.24-1.52) | 50 | 1.35 (1.20-1.52) | 116 | 1.16 (1.04-1.28) | 0.72 |
| ethanol/day increments | | | | | | | | | | | |
| | | | | | | | | | | | |
| No beer | 0 | 43 519 | 183 | 1 (reference) | 59 | 1 (reference) | 36 | 1 (reference) | 87 | 1 (reference) | 0.84 |
| >0- < 1 | 0.2 | 16 408 | 129 | 0.94 (0.71-1.24) | 34 | 1.10 (0.65-1.86) | 24 | 0.98 (0.54-1.76) | 69 | 0.85 (0.60-1.22) | |
| 1- < 2 | 1.4 | 2 853 | 37 | 1.12 (0.72-1.74) | 8 | 1.17 (0.49-2.77) | 6 | 1.04 (0.41-2.66) | 23 | 1.19 (0.71-2.01) | |
| ≥2 | 3.4 | 1 554 | 46 | 1.39 (0.83-2.34) | 9 | 0.99 (0.34-2.82) | 17 | 2.48 (1.03-5.98) | 20 | 1.30 (0.69-2.46) | |
| | | | 0.14 | | 0.95 | | 0.03 | | 0.20 | | |
| Continuous, 1 | | 64 335 | 395 | 1.07 (0.97-1.19) | 110 | 0.97 (0.80-1.16)g | 83 | 1.19 (1.01-1.40) | 199 | 1.08 (0.96-1.23) | 0.07 |
| glass/day increments | | | | | | | | | | | |
| | | | | | | | | | | | |
| No wine | 0 | 30 263 | 197 | 1 (reference) | 44 | 1 (reference) | 38 | 1 (reference) | 114 | 1 (reference) | 0.93 |
| >0- < 1 | 0.2 | 25 975 | 132 | 0.88 (0.67-1.14) | 40 | 1.07 (0.67-1.71) | 33 | 1.01 (0.59-1.75) | 57 | 0.74 (0.52-1.05) | |
| 1- < 2 | 1.4 | 5 277 | 39 | 0.95 (0.63-1.44) | 14 | 1.31 (0.67-2.55) | 5 | 0.52 (0.19-1.39) | 20 | 1.07 (0.63-1.83) | |
| ≥2 | 2.6 | 2 751 | 24 | 0.56 (0.29-1.07) | 11 | 0.93 (0.34-2.57) | 7 | 0.52 (0.15-1.81)g | 6 | 0.39 (0.15-0.99) | |
| | | | 0.15 | | 0.93 | | 0.16 | | 0.21 | | |
| Continuous, 1 | | 64 265 | 392 | 0.88 (0.74-1.05) | 109 | 0.89 (0.69-1.16) | 83 | 0.86 (0.64-1.17) | 197 | 0.88 (0.68-1.14) | 0.26 |
| glass/day increments | | | | | | | | | | | |
| | | | | | | | | | | | |
| No liquor | 0 | 33 299 | 137 | 1 (reference) | 40 | 1 (reference) | 34 | 1 (reference) | 63 | 1 (reference) | 0.44 |
| >0- < 1 | 0.2 | 23 492 | 133 | 1.09 (0.84-1.43) | 31 | 1.10 (0.67-1.80) | 23 | 0.86 (0.48-1.53) | 78 | 1.17 (0.81-1.67) | |
| 1- < 2 | 1.9 | 5 370 | 67 | 1.09 (0.76-1.57) | 18 | 1.65 (0.87-3.15) | 12 | 0.79 (0.39-1.62) | 37 | 1.08 (0.67-1.74) | |
| ≥2 | 2.8 | 2 115 | 56 | 1.18 (0.71-1.95) | 20 | 2.26 (1.02-4.99) | 14 | 0.83 (0.33-2.13) | 20 | 0.95 (0.47-1.93) | |
| | | | 0.61 | | 0.03 | | 0.64 | | 0.83 | | |
| Continuous, 1 | | 64 275 | 393 | 1.01 (0.86-1.18) | 109 | 1.18 (0.89-1.56) | 83 | 0.89 (0.68-1.15) | 198 | 0.98 (0.80-1.21) | 0.25 |
| glass/day increments | |||||||||||
aAdjusted for age (years), sex, cigarette smoking (status (never/former/current), frequency (continuous; centered), and duration (continuous; centered)).
bOCC: oral cavity cancer; OHPC: oro-/hypopharyngeal cancer; LC: laryngeal cancer.
cTests for dose-response trends were assessed by fitting ordinal variables as continuous terms in the Cox proportional hazards model.
dP Value for interaction between sex and alcohol consumption, based on cross-product terms in the Cox proportional hazards model and Wald test.
eSubjects who had not changed their continuous alcohol consumption habits in the 5 years before baseline: for “beer” and “other alcoholic beverages”, participants could indicate whether 5 years before baseline they drunk (1) more than, (2) equal amounts of or (3) less than at baseline; the fourth answer option was (4) “I never use this”.
fAdditionally adjusted for continuous ethanol intake (g ethanol/day).
gProportional hazards assumption was possibly violated for the exposure variable, and there was a statistically significant interaction with time.
Associations (multivariableadjusted incidence RRs) between cigarette smoking and risk of subtypes of head-neck cancer; Netherlands Cohort Study (NLCS), 1986 - 2003
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| Never smokers | | 25051 | 44 | 1 (reference) | 29 | 1 (reference) | 6 | 1 (reference) | 9 | 1 (reference) | 0.97 |
| Former smokers | | 22644 | 110 | 1.44 (0.97-2.14) | 24 | 0.70 (0.37-1.33) | 22 | 2.68 (1.00-7.14)i | 64 | 2.63 (1.26-5.47) | |
| Current smokers | | 16657 | 241 | 4.49 (3.11-6.48) | 57 | 2.11 (1.23-3.62) | 55 | 8.53 (3.38-21.55) | 126 | 8.07 (3.94-16.54) | |
| | | | <0.001 | | 0.001 | | <0.001 | | <0.001 | | |
| | | | 0.25 | | 0.08 | | 0.44 | | 0.46 | | |
| Never smokers | | 25051 | 44 | 1 (reference) | 29 | 1 (reference) | 6 | 1 (reference) | 9 | 1 (reference) | 0.97 |
| Former smokers | | 22644 | 110 | 1.64 (1.08-2.49) | 24 | 0.79 (0.40-1.58) | 22 | 3.03 (1.09-8.45) | 64 | 2.87 (1.34-6.13) | |
| Current smokers | | 16657 | 241 | 3.51 (2.36-5.23) | 57 | 1.91 (1.06-3.42) | 55 | 7.49 (2.87-19.54) | 126 | 5.26 (2.45-11.28) | |
| | | | <0.001 | | 0.03 | | <0.001 | | <0.001 | | |
| Never smokers | 0 | 25051 | 44 | 1 (reference) | 29 | 1 (reference) | 6 | 1 (reference) | 9 | 1 (reference) | 0.99 |
| >0 to <20 | 10 | 24787 | 155 | 1.30 (0.84-2.01) | 38 | 0.63 (0.30-1.32) | 30 | 2.08 (0.73-5.94) | 85 | 2.32 (1.07-5.04) | |
| ≥20 | 20 | 14514 | 196 | 2.23 (1.45-3.44) | 43 | 1.06 (0.52-2.16) | 47 | 4.67 (1.64-13.34) | 105 | 3.75 (1.73-8.14) | |
| | | | <0.001 | | 0.33 | | <0.001 | | <0.001 | | |
| Continuous, 10 cigarettes/day increments | | 64352 | 395 | 1.25 (1.13-1.38) | 110 | 1.20 (1.00-1.44)j | 83 | 1.42 (1.20-1.69) | 199 | 1.21 (1.08-1.36) | 0.71 |
| Never smokers | 0 | 25051 | 44 | 1 (reference) | 29 | 1 (reference) | 6 | 1 (reference) | 9 | 1 (reference) | <0.001 |
| >0 to <20 | 13 | 7433 | 20 | 1.00 (0.56-1.77) | 4 | 0.38 (0.13-1.17) | 5 | 2.11 (0.59-7.51) | 11 | 1.88 (0.75-4.69) | |
| 20 to <40 | 30 | 18999 | 105 | 1.44 (0.95-2.21) | 30 | 0.80 (0.41-1.59) | 25 | 2.74 (0.98-7.68) | 50 | 2.35 (1.09-5.06) | |
| ≥40 | 43 | 12868 | 226 | 2.45 (1.49-4.02) | 47 | 0.98 (0.39-2.46) | 47 | 3.89 (1.22-12.40) | 129 | 4.81 (2.11-11.00) | |
| | | | <0.001 | | 0.87 | | 0.02 | | <0.001 | | |
| Continuous, 10 years increments | | 64352 | 395 | 1.28 (1.14-1.42) | 110 | 1.03 (0.85-1.24) | 83 | 1.36 (1.09-1.70) | 199 | 1.49 (1.25-1.78) | 0.25 |
| Never smokers | 0 | 25051 | 44 | 1 (reference) | 29 | 1 (reference) | 6 | 1 (reference) | 9 | 1 (reference) | 1.00 |
| >0 to <20 | 9 | 20832 | 96 | 1.16 (0.77-1.76) | 24 | 0.58 (0.30-1.14) | 20 | 2.12 (0.77-5.80) | 51 | 2.07 (0.97-4.41) | |
| 20 to <40 | 28 | 12732 | 132 | 1.65 (1.04- 2.60) | 32 | 0.84 (0.39-1.83) | 26 | 2.87 (0.94-8.79) | 73 | 2.93 (1.33-6.48) | |
| ≥40 | 48 | 5736 | 123 | 2.82 (1.76-4.50) | 25 | 1.28 (0.58-2.82) | 31 | 6.49 (2.11-19.95) | 66 | 4.79 (2.15-10.64) | |
| | | | <0.001 | | 0.07 | | <0.001 | | <0.001 | | |
| Continuous, 10 pack-years increments | | 64352 | 395 | 1.18 (1.11-1.25) | 110 | 1.16 (1.04-1.28) | 83 | 1.24 (1.12-1.36) | 199 | 1.16 (1.09-1.24) | 0.77 |
| Never smokers | 25 | 25051 | 44 | 1 (reference) | 29 | 1 (reference) | 6 | 1 (reference) | 9 | 1 (reference) | <0.001 |
| Stopped ≥20 years | 14 | 6953 | 24 | 1.25 (0.72-2.19) | 5 | 0.63 (0.22-1.81) | 6 | 3.35 (0.97-11.55) | 13 | 1.92 (0.79-4.70) | |
| Stopped 10 to <20 years | 5 | 7717 | 36 | 1.49 (0.91-2.43) | 8 | 0.78 (0.32-1.86) | 8 | 3.29 (1.04-10.39) | 20 | 2.45 (1.07-5.61)k | |
| Stopped >0 to <10 years | 0 | 7918 | 50 | 1.73 (1.09-2.76) | 11 | 0.84 (0.39-1.83) | 8 | 2.48 (0.77-7.93) | 31 | 3.45 (1.56-7.62) | |
| Current smokers | | 16657 | 241 | 4.26 (2.93-6.20) | 57 | 2.03 (1.16-3.56) | 55 | 8.10 (3.14-20.87) | 126 | 7.53 (3.65-15.51) | |
| <0.001 | 0.004 | <0.001 | <0.001 | ||||||||
aAll analyses were adjusted for age (years), sex, and alcohol consumption (g ethanol/day; continuous).
bOCC: oral cavity cancer; OHPC: oro-/hypopharyngeal cancer; LC: laryngeal cancer.
cTests for dose-response trends were assessed by fitting ordinal variables as continuous terms in the Cox proportional hazards model.
dP Value for interaction between sex and cigarette smoking status, based on cross-product terms in the Cox proportional hazards model and Wald test.
eAdditionally adjusted for frequency (N/day; continuous; centered) and duration of cigarette smoking (years; continuous; centered).
fAnalyses of cigarette smoking frequency were additionally adjusted for current cigarette smoking and duration of cigarette smoking (years; continuous; centered).
gAnalyses of cigarette smoking duration were additionally adjusted for current cigarette smoking and frequency of cigarette smoking (N/day; continuous; centered).
hAnalyses of cigarette smoking pack-years were additionally adjusted for current cigarette smoking.
iCigarette smoking cessation was additionally adjusted for the no. of cigarette pack-years (continuous; centered).
jP < 0.05.
kProportional hazards assumption was possibly violated for the exposure variable, and there was a statistically significant interaction with time.
Combinations of categories of alcohol consumption and cigarette smoking and risk (multivariableadjusted incidence RRs) of subtypes of head-neck cancer; Netherlands Cohort Study (NLCS), 1986 - 2003
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| Cases/person time at riskd | 10/8959 | 13/9729 | 7/4245 | 11/1499 | 3/619 | 21/22933 | 8/2118 | 3/22933 | 3/2118 | 6/22933 | 3/2118 |
| RR | 1 (ref) | 1.20 | 1.23 | 5.53 | 2.97 | 1 (ref) | 4.16 | 1 (ref) | 10.18 | 1 (ref) | 3.05 |
| 95% CI | | 0.52 – 2.75 | 0.46 – 3.29 | 2.27 – 13.49 | 0.78 – 11.40 | | 1.82 – 9.52 | | 2.03 – 51.06 | | 0.72 – 12.92 |
| | | | | | | | | | | | |
| Cases/person time at risk | 21/4194 | 25/6534 | 37/7061 | 40/4814 | 32/2184 | 20/17789 | 18/6998 | 18/17789 | 12/6998 | 44/17789 | 41/6998 |
| RR | 1.89 | 1.56 | 2.04 | 2.63 | 3.81 | 0.76 | 1.55 | 4.02 | 5.63 | 2.66 | 4.19 |
| 95% CI | 0.83 – 4.34 | 0.71 – 3.41 | 0.95 – 4.40 | 1.22 – 5.67 | 1.71 – 8.51 | 0.34 – 1.71 | 0.66 – 3.62 | 1.07 – 15.14 | 1.44 – 22.00 | 1.03 – 6.86 | 1.60 – 11.02 |
| | | | | | | | | | | | |
| Cases/person time at risk | 18/2102 | 29/2745 | 28/3162 | 41/3648 | 80/2856 | 7/8010 | 36/6504 | 16/8010 | 31/6504 | 52/8010 | 53/6504 |
| RR | 2.78 | 3.88 | 2.85 | 3.32 | 8.28 | 0.58 | 3.54 | 7.26 | 16.12 | 5.42 | 5.54 |
| 95% CI | 1.18 – 6.54 | 1.77 – 8.49 | 1.28 – 6.34 | 1.52 – 7.25 | 3.98 – 17.22 | 0.21 – 1.58 | 1.66 – 7.52 | 1.86 – 28.44 | 4.31 – 60.27 | 2.10 – 13.98 | 2.15 – 14.27 |
| 0.03 | 0.10 | 0.09 | 0.19 | ||||||||
aAdjusted for age, sex, current cigarette smoking, and duration of cigarette smoking (years; continuous; centered).
bOCC: oral cavity cancer; OHPC: oro-/hypopharyngeal cancer; LC: laryngeal cancer.
cFor the categorical interaction analyses in HNC-subtypes, it was necessary to aggregate categories of alcohol consumption (grams ethanol/day) in order to obtain sufficient numbers in strata.
dPerson time at risk in years.
eP Value for interaction between categories of alcohol consumption and cigarette smoking, based on cross-product terms in the Cox proportional hazards model and Wald test.