"Determinants of Plasma Retinol and Beta-Carotene Levels Summary: Observational studies have suggested that low dietary intake or low plasma concentrations of retinol, beta-carotene, or other carotenoids might be associated with increased risk of developing certain types of cancer. However, relatively few studies have investigated the determinants of plasma concentrations of these micronutrients. We designed a cross-sectional study to investigate the relationship between personal characteristics and dietary factors, and plasma concentrations of retinol, beta-carotene and other carotenoids. Study subjects (N = 315) were patients who had an elective surgical procedure during a three-year period to biopsy or remove a lesion of the lung, colon, breast, skin, ovary or uterus that was found to be non-cancerous. We display the data for only two of the analytes. Plasma concentrations of the micronutrients varied widely from subject to subject. While plasma retinol levels varied by age and sex, the only dietary predictor was alcohol consumption (R^2 = .38). Plasma beta-carotene levels were log-transformed prior to the analyses due to severe asymmetry of the residuals on the original scale. For log beta-carotene, dietary intake, regular use of vitamins, and intake of fiber were associated with higher plasma concentrations, while Quetelet Index (defined as weight/height^2 in the units kg/m^2) and cholesterol intake were associated with lower plasma levels, adjusting for the other factors (R^2 = .50). There was one extremely high leverage point in alcohol consumption that was deleted prior to the analyses. Plasma concentrations of retinol and beta-carotene were not correlated. We conclude that there is wide variability in plasma concentrations of these micronutrients in humans, and that much of this variability is associated with dietary habits and personal characteristics. A better understanding of the physiological relationship between some personal characteristics and plasma concentrations of these micronutrients will require further study. Authorization: Contact Authors Reference: These data have not been published yet but a related reference is Nierenberg DW, Stukel TA, Baron JA, Dain BJ, Greenberg ER. Determinants of plasma levels of beta-carotene and retinol. American Journal of Epidemiology 1989;130:511-521. Description: This datafile contains 315 observations on 14 variables. This data set can be used to demonstrate multiple regression, transformations, categorical variables, outliers, pooled tests of significance and model building strategies. Variable Names in order from left to right: AGE: Age (years) SEX: Sex (1=Male, 2=Female). SMOKSTAT: Smoking status (1=Never, 2=Former, 3=Current Smoker) QUETELET: Quetelet (weight/(height^2)) VITUSE: Vitamin Use (1=Yes, fairly often, 2=Yes, not often, 3=No) CALORIES: Number of calories consumed per day. FAT: Grams of fat consumed per day. FIBER: Grams of fiber consumed per day. ALCOHOL: Number of alcoholic drinks consumed per week. CHOLESTEROL: Cholesterol consumed (mg per day). BETADIET: Dietary beta-carotene consumed (mcg per day). RETDIET: Dietary retinol consumed (mcg per day) BETAPLASMA: Plasma beta-carotene (ng/ml) RETPLASMA: Plasma Retinol (ng/ml) Therese Stukel Dartmouth Hitchcock Medical Center One Medical Center Dr. Lebanon, NH 03756 e-mail: stukel@dartmouth.edu Information about the dataset CLASSTYPE: numeric CLASSINDEX: none specific " "0" "plasma_retinol" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Male" "Female" "Male" "Male" "Male" "Male" "Female" "Male" "Male" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Male" "Male" "Female" "Female" "Female" "Female" "Male" "Female" "Female" "Female" "Male" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Male" "Female" "Female" "Female" "Female" "Male" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Male" "Female" "Male" "Female" "Male" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Female" "Male" "Female" "Female" 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21.0778 35.9753 26.9429 21.6784 27.2655 32.6718 28.7254 20.769 21.2065 20.7176 26.3117 20.5412 20.1613 26.3675 28.402 50.4033 21.6784 20.056 23.8763 37.1113 36.5973 28.5795 40.2953 24.804 36.4737 45.8581 30.4824 19.7039 21.9638 23.3459 31.8216 23.3459 21.0113 19.781 21.1364 24.3272 21.1781 18.6003 44.9106 23.9642 21.2065 42.8886 20.4172 25.6599 20.7029 28.4015 31.2422 37.94 24.9883 23.4316 18.9209 24.2613 21.6784 35.1907 22.544 31.9972 22.5121 22.6438 26.3475 24.9412 25.7501 29.9774 22.8771 23.827 25.4573 23.269 22.5064 44.2062 20.7173 34.0818 20.0895 18.3432 28.047 29.8494 20.125 41.6857 30.7309 24.9082 26.6874 25.7393 18.5769 25.4258 24.955 39.562 26.7596 41.6495 40.6953 25.8473 21.8109 37.2776 29.5855 21.3291 34.6149 18.5769 20.7112 26.9429 33.1076 23.2772 24.7434 24.6147 25.8967 23.827 24.2613 23.4525 26.5081 57 50.1 83.6 97.5 82.6 56 52 63.4 57.8 39.6 58 49.3 106.7 35.6 75 128.8 80.7 35 78.6 48.5 127.6 61.5 81.1 50.1 77.6 32.8 60.8 84.2 111.8 55.4 93.9 155 53.1 122.7 145.3 95.3 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54.5 72.2 113.1 77.7 52.7 78.9 74.8 73.8 34.3 98.8 76.6 55 79 45.4 101.2 77.4 35.4 30.6 134.9 114.4 129.8 86.4 165.7 55.6 66.5 122.1 70.8 58.3 92.3 38.5 49.4 171 63.1 72.3 172.8 46.1 75.1 92.2 94.5 51.7 95.1 114.6 50.4 109.6 83.7 41.7 64.9 38.8 61.5 84.1 68 30.9 25.4 105.8 121.1 112.4 62.4 111 47.8 114.7 60.5 133.1 64.8 29.8 43.8 92.5 112.6 124.7 103 74.1 82.3 44.6 72.9 119.4 88.5 72.2 98.2 84.2 44.8 144.4 77.4 6.3 15.8 19.1 26.5 16.2 9.6 28.7 10.9 20.3 15.5 18.2 14.9 9.6 10.3 7.1 15 8.4 20.8 11.6 8.5 19.9 8.8 13.6 9 14.9 12.9 11.4 33.8 15.9 10.6 10.6 17.6 10.8 16.2 13.4 17.5 10.8 7.3 4.7 22.1 8.2 16.8 14.2 8.5 13.3 13.2 7.4 6.5 8.7 11.3 35.4 10.2 16.9 9.3 12.2 22.6 9.5 16.4 17.7 9.6 9.4 11.3 18.8 17.7 5.4 16.5 10.2 8.5 6.6 19.3 7.7 10.2 17.4 13.2 17.5 12.5 26.2 14.6 13.4 11.2 10.9 7 10 12.3 4.7 20.6 6 17.7 23.3 11.4 9.6 10.4 9.8 13.3 14.9 12.9 5.1 13.6 17.9 10.1 5.9 10.8 8.8 14.9 21.4 13.3 12.5 22.5 14.6 16.1 11.1 13.8 5.3 14.6 8.2 8.3 13.9 14.1 13.2 14.7 10.6 21.8 17.8 10.3 6.6 17.3 12 7.6 8.8 15 9.1 9.5 13.6 15.7 26.3 8.5 11.6 10.8 3.1 16.8 10.3 12.7 14.4 14.4 7.5 14 9.9 6.1 15.1 5.2 6 22.9 11.2 11.5 12.3 9.2 10.2 14.7 12.5 11.6 17.1 18.4 19.5 13.1 10.4 13.6 8.3 14.8 12.9 14.9 14.3 12.9 15.1 8.6 7 9.4 16.1 13.3 5.2 7.4 14.3 8 12.9 11.1 6.8 6.8 5 13.8 12.9 10.8 12.1 5.9 7.1 14.4 5.6 12.2 6.3 25.2 19.2 22.3 10.6 4.9 17.1 6.2 12.1 6.9 16.8 9 13.5 4.9 13.2 20 10.6 16.3 8.9 8.8 10.4 10.9 16.6 5.3 5.9 9.8 7.6 7.9 5.9 10.2 13.7 11.4 8.7 17.6 11.2 20.1 13.7 14.2 13.5 7.9 10.5 11.2 6.1 17.3 12.1 8.7 8.2 9.2 20.4 11.2 15.6 6 16 17 5.6 7.9 19 13 21.1 10.4 14.4 13.8 9.6 13.4 15.1 7.8 36.8 5.3 10.4 11.4 16.1 16 20.5 10.5 18.2 7.7 10.9 14.2 15.2 10.4 12.1 19.7 8.4 9.8 30.2 5.5 10.5 23.9 14.2 3.7 10.9 15.6 14.3 6.7 17.7 18.4 12.9 13.9 12 11.1 9.3 6.3 12.3 10.7 9.6 18.1 13.1 23 6.3 9.6 16.5 6.9 24 16.6 19.4 14.1 11.9 13.2 9.9 0 0 14.1 0.5 0 1.3 0 0 0.6 0 1 0 0.9 0 0 20 14.1 7 0 5 7.1 2.3 18 4.7 0.5 3 0 0 0 2 0 4.1 0.1 0.3 8 0 0.5 0.1 0 0.7 0 0.2 0.9 1 0.1 3.2 0 7.2 0 14 7.3 0.2 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866 1666 3711 1055 2733 1660 1952 2667 1517 1711 1756 2186 2075 2021 1653 1076 1506 1511 1933 1830 1256 1823 1902 958 2328 1574 1646 1828 1288 1084 2431 2453 1645 2075 1563 1663 1601 1718 1010 1372 1837 1662 1534 2005 1187 1446 976 2706 1546 1324 1368 3228 2825 1220 1174 828 1708 1182 928 4373 1387 1555 1581 1397 1305 1249 2347 1207 1688 1719 2501 2219 1827 1282 1427 2000 1622 3114 2012 2106 1546 1149 659 1580 1850 1242 1099 1127 2919 1049 1366 1884 1494 1444 445 1849 1678 1390 1749 742 1148 1730 1162 1738 1432 3098 2342 2319 1292 784 2038 1366 1550 1240 2814 1612 1576 1197 2045 3328 2513 1737 1034 2083 1481 1051 1730 1102 1496 1987 2017 1525 1342 1511 1570 2703 1200 1891 1434 2118 1414 2192 1380 1626 2210 1600 1076 2094 1823 1512 840 1996 2171 1481 1829 1041 2010 2120 1008 798 3099 2055 2585 1906 3014 1631 1399 2319 1655 1422 2511 740 1292 3021 1918 2086 3449 1186 1724 1877 2272 1514 2170 2271 1469 2332 1619 1148 2512 833 1808 2115 1600 647 849 2166 2476 1959 1695 2307 1392 3511 1276 2685 1327 853 1215 1927 2466 3103 2046 1835 1678 1049 1762 3183 2838 2021 2263 1841 1125 2729 1627 1945 2653 6321 1061 2863 1729 5371 823 2895 3307 1714 2031 1982 2120 1388 3888 2194 3470 2108 1157 1739 1008 606 1380 4916 4451 5983 2413 3087 521 2431 3141 1668 4366 494 7026 1529 241 998 6082 2741 2100 2359 603 1625 2888 1099 2103 2260 452 3549 2204 4964 1052 3572 2902 1788 5111 1378 1431 1727 2893 2524 2533 982 1535 326 1487 1114 1080 2492 1349 6948 1086 2629 1307 1306 3465 1846 1334 4848 1734 1120 1498 330 5909 3326 2110 2719 2309 1153 1432 2493 3054 1861 4268 1652 1802 2308 1210 214 1370 2354 2446 3473 3359 1062 1489 3982 1656 768 1496 683 885 1662 1552 2144 3567 1423 1293 2111 2874 1699 954 1368 3318 2247 910 1171 2077 1210 1826 2628 561 1893 1312 1913 924 728 4387 1976 2422 1407 1301 1112 1052 1008 1054 1484 657 604 2912 869 1578 1210 1554 3445 3014 1666 1462 1272 5296 5605 2430 2375 3753 695 1649 2317 1702 1007 2308 4694 2749 1497 1171 3054 1488 829 1037 846 1382 3407 758 599 1073 862 4291 1668 2809 2373 1850 1352 2315 1417 4504 998 4430 3201 3686 2131 852 2781 1151 3970 808 843 2537 2205 587 3591 3434 2869 2515 807 766 720 516 3785 1436 613 1460 2251 2029 8046 1074 3556 1218 2199 5810 1214 2215 1678 2579 925 404 2008 2469 755 1718 2133 1167 619 908 3690 3425 2787 675 2142 2299 544 604 6558 2661 7362 2583 1028 3435 1527 2047 2897 1987 4271 868 578 953 1048 1439 3324 921 1192 1665 3610 3317 3313 1270 1915 4013 902 2247 4832 577 1884 3172 3102 1186 1237 4098 2889 1097 570 2627 849 2174 1456 3728 1987 1022 2079 406 621 2652 1745 2121 1078 2672 4935 1118 9642 1392 2572 1665 6943 741 1242 890 451 660 864 1209 1439 802 2571 944 493 535 492 1105 1047 980 1545 242 479 921 445 926 695 944 708 1150 554 320 656 1199 975 914 1579 1618 1759 608 508 517 314 588 674 419 1083 834 473 707 323 651 855 264 550 969 239 374 605 809 1065 677 1359 685 724 898 1364 1250 592 854 493 407 1120 453 724 1310 860 417 464 1470 178 1163 743 760 486 1005 1215 619 1066 394 1702 928 1458 1323 578 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