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. 2023 Jul 17;131(7):077007. doi: 10.1289/EHP12603

Table 2.

Least squares geometric mean concentrations of PFOS, PFOA, and PFHxS (ng/mL) in relation to subject and sample characteristics for samples collected after start of military service among active-duty U.S. Air Force servicemen (n=830).

First/only sample (n=830) Second sample (n=362)
PFOS PFOA PFHxS PFOS PFOA PFHxS
n GMa (95% CI) p-Value GMa (95% CI) p-Value GMa (95% CI) p-Value n GMa (95% CI) p-Value GMa (95% CI) p-Value GMa (95% CI) p-Value
Year serum collected
<1996 33 51.9 (37.5, 71.8) 0.11 7.4 (5.6, 10.0) 0.10 5.5 (3.1, 9.9) 0.008 3 50.2 (27.1, 92.9) 0.73 5.9 (3.6, 9.8) 0.25 4.4 (1.7, 11.5) 0.05
 1996–1998 313 60.5 (46.0, 79.6) 8.6 (6.7, 11.0) 9.8 (6.0, 15.9) 34 55.7 (41.0, 75.6) 7.9 (6.1, 10.1) 11.1 (6.9, 17.8)
 1999–2004 264 52.7 (39.9, 69.7) 0.002 9.6 (7.4, 12.3) 0.007 9.4 (5.7, 15.4) 0.64 136 43.4 (32.9, 57.3) 0.009 8.2 (6.6, 10.3) 0.56 9.0 (5.8, 13.8) 0.15
2005 220 23.0 (17.3, 30.5) <0.001 5.4 (4.2, 6.9) <0.001 7.6 (4.6, 12.6) 0.01 189 19.2 (14.7, 25.2) <0.001 5.3 (4.2, 6.6) <0.001 5.8 (3.8, 8.9) <0.001
Age (y) at serum collection
<20 173 37.7 (28.0, 50.7) 0.20 6.7 (5.1, 8.7) 0.02 5.7 (3.4, 9.7) 0.16 15 36.8 (25.2, 53.7) 0.72 5.7 (4.2, 7.8) 0.35 7.5 (4.1, 13.5) 0.37
 20–24 301 40.3 (30.4, 53.4) 7.4 (5.8, 9.6) 6.5 (3.9, 10.7) 114 34.8 (25.3, 47.8) 6.5 (5.0, 8.4) 6.0 (3.7, 9.9)
 25–29 160 44.2 (33.3, 58.8) 0.11 7.8 (6.0, 10.0) 0.40 8.1 (4.9, 13.4) 0.03 109 37.9 (27.5, 52.2) 0.32 7.3 (5.6, 9.5) 0.09 6.7 (4.0, 11.0) 0.46
 30–34 126 50.5 (37.7, 67.7) 0.004 8.3 (6.4, 10.8) 0.12 9.8 (5.8, 16.5) 0.003 87 38.5 (27.7, 53.5) 0.33 7.0 (5.3, 9.1) 0.39 6.6 (3.9, 11.0) 0.59
35 70 49.4 (36.5, 67.0) 0.03 7.8 (5.9, 10.2) 0.61 10.4 (6.0, 17.8) 0.005 37 48.9 (34.4, 69.6) 0.005 7.2 (5.4, 9.7) 0.26 9.1 (5.2, 15.8) 0.03
Race and ethnicity
 Non-Hispanic White 658 44.8 (34.0, 59.0) 8.0 (6.2, 10.2) 8.4 (5.2, 13.7) 284 42.2 (31.5, 56.5) 7.4 (5.8, 9.4) 8.3 (5.3, 13.2)
 Other 172 43.5 (32.8, 57.7) 0.49 7.2 (5.6, 9.3) 0.009 7.4 (4.5, 12.2) 0.08 78 36.2 (26.4, 49.6) 0.02 6.1 (4.7, 7.9) 0.0002 6.0 (3.7, 9.8) 0.001
Education
High school 387 44.1 (34.0, 57.1) 7.5 (6.0, 9.5) 10.2 (6.4, 16.1) 159 42.2 (30.3, 58.7) 7.1 (5.4, 9.3) 7.4 (4.4, 12.4)
 Some college 200 44.7 (34.5, 58.0) 0.76 7.2 (5.7, 9.1) 0.30 9.7 (6.1, 15.4) 0.61 105 38.5 (27.6, 53.8) 0.14 6.6 (5.0, 8.6) 0.12 6.9 (4.1, 11.7) 0.50
 Bachelor’s degree 117 39.0 (30.4, 50.1) 0.12 6.6 (5.3, 8.3) 0.07 8.0 (5.1, 12.5) 0.09 35 39.5 (28.5, 54.8) 0.58 6.9 (5.3, 9.0) 0.74 7.2 (4.3, 12.0) 0.87
 Advanced degree 124 40.1 (31.1, 51.7) 0.32 7.0 (5.5, 8.8) 0.37 7.3 (4.6, 11.4) 0.05 63 36.4 (26.5, 49.9) 0.25 6.3 (4.9, 8.2) 0.27 6.8 (4.2, 11.2) 0.69
Grade
 E01–10 (Enlisted) 633 44.2 (33.6, 58.3) 7.6 (6.0, 9.8) 7.4 (4.6, 12.2) 284 40.7 (29.9, 55.3) 7.0 (5.4, 8.9) 7.3 (4.5, 11.7)
 O1–O10 (Officer) 197 44.1 (32.7, 59.4) 0.96 7.5 (5.7, 9.8) 0.82 8.4 (4.9, 14.2) 0.43 78 37.6 (27.1, 52.2) 0.50 6.5 (5.0, 8.5) 0.46 6.9 (4.1, 11.6) 0.79
Years of service at serum collection
<1 403 40.3 (30.3, 53.5) 7.6 (5.9, 9.8) 7.2 (4.4, 12.0) 17 37.3 (25.1, 55.4) 6.7 (4.8, 9.2) 5.6 (3.0, 10.4)
1 to<5 171 43.7 (32.8, 58.1) 0.13 7.5 (5.8, 9.7) 0.78 7.0 (4.2, 11.6) 0.69 137 39.7 (29.6, 53.2) 0.67 6.9 (5.4, 8.8) 0.77 7.6 (4.8, 12.0) 0.19
5 256 49.0 (36.8, 65.2) 0.01 7.6 (5.9, 9.9) 0.90 9.7 (5.9, 16.2) 0.03 208 40.4 (29.8, 54.7) 0.63 6.5 (5.1, 8.4) 0.87 8.3 (5.2, 13.4) 0.12
Military occupation: fire protection
 No 825 30.1 (25.2, 36.0) 5.8 (4.9, 6.8) 4.3 (3.1, 5.9) 357 26.6 (21.8, 32.6) 5.3 (4.5, 6.2) 4.3 (3.1, 5.8)
 Yes 5 64.8 (40.7, 103.1) 0.0006 9.9 (6.5, 15.0) 0.009 14.4 (6.3, 32.9) 0.002 5 57.4 (35.6, 92.7) 0.0005 8.5 (5.7, 12.6) 0.009 11.8 (5.6, 24.9) 0.003
Stationed at facility with elevated PFAS in drinking water
 No 804 43.5 (33.4, 56.8) 7.5 (5.9, 9.6) 6.8 (4.2, 10.9) 342 39.3 (29.8, 51.7) 6.4 (5.1, 8.0) 5.4 (3.5, 8.3)
 Yes 26 44.8 (32.6, 61.5) 0.77 7.6 (5.7, 10.1) 0.90 9.2 (5.2, 16.1) 0.10 20 38.9 (27.3, 55.6) 0.94 7.0 (5.2, 9.4) 0.35 9.3 (5.3, 16.2) 0.003
Stationed at facility with elevated PFAS in groundwater
 No 235 46.0 (34.8, 60.7) 7.8 (6.1, 10.0) 8.5 (5.2, 14.0) 50 38.3 (27.9, 52.6) 6.8 (5.2, 8.8) 7.0 (4.3, 11.5)
 Yes 595 42.4 (32.1, 56.1) 0.06 7.4 (5.7, 9.5) 0.15 7.3 (4.4, 12.0) 0.04 312 39.9 (29.6, 53.9) 0.61 6.6 (5.2, 8.5) 0.77 7.1 (4.5, 11.4) 0.91

Note: —, no data; CI, confidence interval; GM, geometric mean; PFAS, per- and polyfluoroalkyl substances; PFHxS, perfluorohexanesulfonic acid; PFOA, perfluorooctanoic acid; PFOS, perfluorooctanesulfonic acid.

a

Least-squares geometric means computed from multiple linear regression models adjusting for all variables listed in the table and case–control status.