Introduction
Materials and methods
Farm and subjects selection
PBMC samples
Standardization method
Comet assay
Comet scoring
Standardization
Statistical analysis
Results
Study population and sample selection
Socio-demographic characteristics associated to DNA damage
Variable | Females analyzed through the comet assay (n = 245) | Median comet score (IQR) | Β coefficient ± SD | p value |
---|---|---|---|---|
Age | Mean ± SD | |||
45.74 ± 10.63 | 13.19 (13.94) | 0.009 ± 0.01 | 0.80 | |
BMI (classes) | n, (%) | |||
18.5 | 5 (2.05) | 15.08 (12.60) | −0.32 ± 0.50 | 0.52 |
[18.5–25] | 142 (58.20) | 12.99 (16.07) | Ref | |
≥25 | 97 (39.75) | 13.72 (12.69) | 0.21 ± 0.14 | 0.15 |
Missing | 1 | 1 | ||
Smoking status | n, (%) | |||
Current smoker | 23 (9.39) | 10.36 (6.48) | −0.63 ± 0.24 | 0.01* |
Former smoker | 27 (11.02) | 12.40 (13.04) | −0.38 ± 0.22 | 0.09† |
Never smoker | 195 (79.59) | 14.07 (15.98) | Ref | |
Missing | 0 | 0 | ||
Current smokers: cigarettes/day, n = 20, median (IQR) | 9 (16.5) | 10.39 (6.05) | −0.037 ± 0.0207 | 0.09† |
Current and ex−smokers: Cigarettes/day, n = 45 | 6 (12) | 10.87 (11.08) | −0.020 ± 0.018 | 0.27 |
Alcohol consumption | n, (%) | |||
None | 51 (20.82) | 15.03 (17.22) | Ref | |
Occasional | 110 (44.89) | 11.58 (12.20) | −0.08 ± 0.19 | 0.68 |
Daily | 82 (33.74) | 13.70 (13.91) | −0.12 ± 0.20 | 0.53 |
Missing | 2 | 2 |
Occupational exposure associated to DNA damage
Exposure variable | Median comet score (IQR) | β coefficient ± SD | p value | |
---|---|---|---|---|
Crops | ||||
Plowing work, n (%) | 9 (3.67) | 19.15 (19.96) | −0.01 ± 0.38 | 0.99 |
Sewing work, n (%) | 7 (2.86) | 9.33 (20.91) | 0.20 ± 0.42 | 0.64 |
Harvest work, n (%) | 34 (13.88) | 13.39 (11.77) | −0.06 ± 0.21 | 0.77 |
Seed treatment, n (%) | 5 (2.04) | 6.12 (8.11) | 0.06 ± 0.50 | 0.90 |
Storage silo treatment, n (%) | 6 (2.45) | 10.90 (13.14) | −0.04 ± 0.46 | 0.93 |
Use of herbicides on meadows, n (%) | 5 (2.04) | 8.72 (5.59) | 0.21 ± 0.50 | 0.68 |
Duration of use, median (IQR), n = 5 | 4 (7) | 0.07 ± 0.02 | 0.05* | |
Livestock | ||||
Care of livestock, n (%) | 159 (64.90) | 13.19 (13.31) | −0.12 ± 0.16 | 0.43 |
Use of hormones, n (%) | 19 (7.76) | 15.08 (13.47) | −0.10 ± 0.27 | 0.69 |
Use of antiparasites and insecticides on livestock, n (%) | 138 (56.33) | 13.07 (13.11) | −0.16 ± 0.14 | 0.24 |
Duration of use, median (IQR), n = 126 | 22 (15) | 13.03 (12.94) | −0.005 ± 0.01 | 0.56 |
Milking, n (%) | 109 (44.49) | 14.58 (17.11) | 0.20 ± 0.15 | 0.16† |
Disinfection of milking equipment, n (%) | 117 (47.76) | 14.07 (14.54) | 0.09 ± 0.14 | 0.50 |
Duration of use, median (IQR), n = 112 | 21.5 (11) | 14.33 (14.95) | 0.002 ± 0.01 | 0.87 |
Other | ||||
Driving of other machinery, n (%) | 7 (2.86) | 15.08 (17.45) | −0.49 ± 0.42 | 0.25 |
Use of rodent poison (raticide, etc.), n (%) | 92 (37.55) | 13.12 (14.55) | −0.07 ± 0.15 | 0.65 |
Use of herbicides on courtyards, n (%) | 113 (46.12) | 12.87 (13.15) | 0.004 ± 0.14 | 0.98 |
Duration of use, median (IQR), n = 103 | 19 (14) | 12.92 (13.69) | 0.01 ± 0.01 | 0.44 |
Use of herbicides on embankments, n (%) | 32 (13.06) | 12.93 (13.32) | 0.04 ± 0.21 | 0.83 |
Duration of use, median (IQR), n = 32 | 15.5 (11.5) | −0.01 ± 0.02 | 0.58 | |
Disinfection of premises and facilities, n (%) | 94 (38.37) | 13.76 (15.03) | 0.03 ± 0.14 | 0.83 |
Duration of use, median (IQR), n = 80 | 21 (14) | 13.68 (15.03) | 0.007 ± 0.01 | 0.54 |
Cleaning and upkeep of agricultural equipment, n (%) | 18 (7.35) | 13.42 (15.16) | 0.12 ± 0.27 | 0.65 |
Duration of use, median (IQR), n = 18 | 13.5 (13) | 0.06 ± 0.03 | 0.06† |
Environmental farmland exposure associated to DNA damage
Variable | Median comet score (IQR) | β coefficient ± SD | p value | |
---|---|---|---|---|
Utilized agricultural area (ha), median (IQR) | 68 (65) | 13.19 (13.94) | −0.003 ± 0.001 | 0.01* |
Wheat | ||||
Presence, n (%) | 172 (70.20) | 13.43 (14.46) | −0.09 ± 0.15 | 0.56 |
Area (ha) (n = 172), median (IQR) | 15.5 (23.25) | −0.006 ± 0.003 | 0.07† | |
Barley | ||||
Presence n (%) | 102 (41.63) | 14.07 (13.34) | 0.05 ± 0.14 | 0.71 |
Area (ha) (n = 102), median (IQR) | 5.25 (7.50) | −0.002 ± 0.01 | 0.91 | |
Corn | ||||
Presence n (%) | 153 (62.45) | 13.60 (14.67) | 0.01 ± 0.15 | 0.92 |
Area (ha) (n = 153), median (IQR) | 15 (10.5) | −0.01 ± 0.01 | 0.53 | |
Peas | ||||
Presence n (%) | 69 (28.16) | 12.84 (14.39) | −0.21 ± 0.16 | 0.18† |
Area (ha) (n = 69), median (IQR) | 12 (17) | −0.01 ± 0.01 | 0.33 | |
Beets | ||||
Presence n (%) | 50 (20.41) | 11.88 (17.27) | −0.05 ± 0.17 | 0.78 |
Area (ha) (n = 50), median (IQR) | 4.25 (6) | −0.005 ± 0.03 | 0.86 | |
Flax | ||||
Presence n (%) | 21 (8.57) | 13.37 (14.71) | −0.36 ± 0.25 | 0.15† |
Area (ha) (n = 21), median (IQR) | 6 (5) | 0.02 ± 0.02 | 0.34 | |
Rape | ||||
Presence n (%) | 37 (15.10) | 15.05 (12.67) | −0.02 ± 0.20 | 0.93 |
Area (ha) (n = 37), median (IQR) | 5 (7) | −0.06 ± 0.03 | 0.04* | |
Potato | ||||
Presence n (%) | 9 (3.67) | 8.73 (5.21) | −0.29 ± 0.37 | 0.44 |
Area (ha) (n = 9), median (IQR) | 5 (13) | −0.01 ± 0.06 | 0.82 | |
Orchard | ||||
Presence n (%) | 13 (5.31) | 13.37 (12.69) | 0.01 ± 0.31 | 0.98 |
Area (ha) (n = 13), median (IQR) | 10 (14) | 0.02 ± 0.02 | 0.19† | |
Meadows | ||||
Presence n (%) | 220 (89.80) | 13.06 (13.87) | −0.11 ± 0.23 | 0.64 |
Area (ha) (n = 220), median (IQR) | 25 (27) | −0.007 ± 0.003 | 0.03* | |
Livestock farming | ||||
Presence n (%) | 239 (97.55) | 13.19 (13.90) | −0.12 ± 0.45 | 0.78 |
Dairy | ||||
Presence n (%) | 149 (60.82) | 13.60 (14.45) | 0.07 ± 0.15 | 0.64 |
Cattle | ||||
Presence n (%) | 207 (84.49) | 13.19 (13.78) | −0.05 ± 0.19 | 0.82 |
Number of animals (n = 207), median (IQR) | 100 (85) | −0.001 ± 0.001 | 0.17† | |
Sheep | ||||
Presence n (%) | 57 (23.27) | 13.40 (12.85) | −0.08 ± 0.17 | 0.62 |
Number of animals (n = 57), median (IQR) | 5 (7) | −0.006 ± 0.003 | 0.04* | |
Pig | ||||
Presence n (%) | 41 (16.73) | 14.07 (16.96) | 0.38 ± 0.19 | 0.04* |
Number of animals (n = 41), median (IQR) | 2 (2) | −0.00003 ± 0.0005 | 0.95 | |
Horse | ||||
Presence n (%) | 49 (20.00) | 14.63 (10.54) | −0.05 ± 0.18 | 0.77 |
Number of animals (n = 49), median (IQR) | 3 (9) | 0.006 ± 0.01 | 0.54 | |
Goat | ||||
Presence n (%) | 17 (6.94) | 12.40 (10.93) | 0.18 ± 0.28 | 0.53 |
Number of animals (n = 17), median (IQR) | 1 (1) | −0.30 ± 0.15 | 0.06† | |
Rabbit | ||||
Presence n (%) | 98 (40.00) | 13.53 (12.74) | 0.14 ± 0.14 | 0.33 |
Number of animals (n = 98), median (IQR) | 10 (11) | −0.0002 ± 0.0003 | 0.56 | |
Poultry | ||||
Presence n (%) | 183 (74.69) | 13.04 (14.05) | −0.23 ± 0.16 | 0.15† |
Number of animals (n = 183), median (IQR) | 30 (35) | 0.000006 ± 0.00001 | 0.56 |
Multivariable analysis of parameters associated with DNA damage
Variable | β coefficient ± SD | p value |
---|---|---|
Smoking status | ||
Current smoker | −0.80 ± 0.24 | 0.0008** |
Former smoker | −0.48 ± 0.22 | 0.03* |
Never smoker | Ref | |
Pig farming (Y/N) | 0.45 ± 0.18 | 0.01* |
Poultry farming (Y/N) | −0.35 ± 0.16 | 0.03* |
Meadows (surface) | −0.008 ± 0.003 | 0.006* |