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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">101238455</journal-id>
<journal-title>International Journal of Environmental Research and Public Health</journal-title>
<issn pub-type="ppub">1661-7827</issn>
<issn pub-type="epub">1660-4601</issn>
<publisher>
<publisher-name>Molecular Diversity Preservation International (MDPI)</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3390/ijerph7020427</article-id>
<article-id pub-id-type="publisher-id">ijerph-07-00427</article-id>
<article-categories>
<subj-group>
<subject>Article</subject></subj-group></article-categories>
<title-group>
<article-title>Potential Risk Factors for Cutaneous Squamous Cell Carcinoma include Oral Contraceptives: Results of a Nested Case-Control Study</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Asgari</surname><given-names>Maryam M.</given-names></name><xref ref-type="aff" rid="af1-ijerph-07-00427">1</xref><xref ref-type="aff" rid="af2-ijerph-07-00427">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>Efird</surname><given-names>Jimmy T.</given-names></name><xref ref-type="aff" rid="af3-ijerph-07-00427">3</xref><xref ref-type="corresp" rid="c1-ijerph-07-00427">*</xref></contrib>
<contrib contrib-type="author">
<name><surname>Warton</surname><given-names>E. Margaret</given-names></name><xref ref-type="aff" rid="af1-ijerph-07-00427">1</xref></contrib>
<contrib contrib-type="author">
<name><surname>Friedman</surname><given-names>Gary D.</given-names></name><xref ref-type="aff" rid="af1-ijerph-07-00427">1</xref><xref ref-type="aff" rid="af4-ijerph-07-00427">4</xref></contrib></contrib-group>
<aff id="af1-ijerph-07-00427">
<label>1</label> Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA; E-Mails: 
<email>maryam.m.asgari@nsmtp.kp.org</email> (M.M.A.); 
<email>margaret.m.warton@nsmtp.kp.org</email> (E.M.W.); 
<email>gary.friedman@nsmtp.kp.org</email> (G.D.F.)</aff>
<aff id="af2-ijerph-07-00427">
<label>2</label> Department of Dermatology, University of California San Francisco, San Francisco, CA 94115, USA</aff>
<aff id="af3-ijerph-07-00427">
<label>3</label> Center for Health of Vulnerable Populations, Office of the Dean, School of Nursing, University of North Carolina, Greensboro, NC 27402, USA</aff>
<aff id="af4-ijerph-07-00427">
<label>4</label> Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA 94305, USA</aff>
<author-notes>
<corresp id="c1-ijerph-07-00427">
<label>*</label> Author to whom correspondence should be addressed; E-Mail: 
<email>jimmy.efird@stanfordalumni.org</email>; Tel.: +1-650-248-8282.</corresp></author-notes>
<pub-date pub-type="epub">
<day>3</day>
<month>2</month>
<year>2010</year></pub-date>
<pub-date pub-type="ppub">
<month>2</month>
<year>2010</year></pub-date>
<volume>7</volume>
<issue>2</issue>
<fpage>427</fpage>
<lpage>442</lpage>
<history>
<date date-type="received">
<day>31</day>
<month>12</month>
<year>2009</year></date>
<date date-type="accepted">
<day>1</day>
<month>2</month>
<year>2010</year></date></history>
<permissions>
<copyright-statement>© 2010 by the authors; licensee Molecular Diversity Preservation International, Basel, Switzerland.</copyright-statement>
<copyright-year>2010</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0">
<p>This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).</p></license></permissions>
<abstract>
<p>Recently, a population-based case-control study observed a 60% increased odds ratio (OR) for cutaneous squamous cell carcinoma (SCC) among women who had ever used oral contraceptives (OCs) compared with non users (95% confidence interval (CI) = 1.0–2.5). To further characterize the putative association between OC use and SCC risk, we conducted a nested case-control study using a large retrospective cohort of 111,521 Kaiser Permanente Northern California members. Multivariable conditional logistic regression was used to estimate ORs and CIs adjusting for known and hypothesized SCC risk factors. Pre-diagnostic OC use was associated with a statistically significant increased OR for SCC in univariate analysis (OR = 2.4, CI = 1.2–4.8), with borderline statistical significance in multivariable analysis (CI = 2.0, CI = 0.91–4.5). Given the high incidence of SCC in the general population and the prevalent use of OCs among women in the United States, there is a need for more large, carefully designed epidemiologic studies to determine whether the observed association between OC use and SCC can be replicated and to better understand the etiologic basis of an association if one exists.</p></abstract>
<kwd-group>
<kwd>squamous cell carcinoma</kwd>
<kwd>oral contraceptives</kwd>
<kwd>risk factors</kwd>
<kwd>epidemiology</kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Cutaneous squamous cell carcinoma (SCC) is the second most common malignancy in the United States [<xref ref-type="bibr" rid="b1-ijerph-07-00427">1</xref>] and its incidence is steadily rising [<xref ref-type="bibr" rid="b2-ijerph-07-00427">2</xref>,<xref ref-type="bibr" rid="b3-ijerph-07-00427">3</xref>]. Although surgical excision is often curative, cutaneous SCCs can metastasize and become fatal, especially in immunocompromised patients [<xref ref-type="bibr" rid="b4-ijerph-07-00427">4</xref>,<xref ref-type="bibr" rid="b5-ijerph-07-00427">5</xref>]. Treatment can cause significant disfigurement and morbidity and accounts for high health-care expenditure [<xref ref-type="bibr" rid="b6-ijerph-07-00427">6</xref>]. Known risk factors associated with SCC can be divided into host-related and environmental factors. Host-related factors include innate pigmentary characteristics [<xref ref-type="bibr" rid="b7-ijerph-07-00427">7</xref>,<xref ref-type="bibr" rid="b8-ijerph-07-00427">8</xref>], sun sensitivity [<xref ref-type="bibr" rid="b9-ijerph-07-00427">9</xref>], precursor lesions [<xref ref-type="bibr" rid="b10-ijerph-07-00427">10</xref>], genetic predisposition (xeroderma pigmentosa, epidermoplasia verruciformis) [<xref ref-type="bibr" rid="b11-ijerph-07-00427">11</xref>], and immunologic factors [<xref ref-type="bibr" rid="b12-ijerph-07-00427">12</xref>]. Environmental factors include exposure to physical agents, the best characterized of which is ultraviolet light [<xref ref-type="bibr" rid="b13-ijerph-07-00427">13</xref>–<xref ref-type="bibr" rid="b15-ijerph-07-00427">15</xref>]. Both UVA and UVB light initiate and promote carcinogenesis [<xref ref-type="bibr" rid="b16-ijerph-07-00427">16</xref>] and immunosuppression [<xref ref-type="bibr" rid="b17-ijerph-07-00427">17</xref>]. Chronic cumulative exposure to ultraviolet radiation has been established as a risk factor for SCC [<xref ref-type="bibr" rid="b7-ijerph-07-00427">7</xref>,<xref ref-type="bibr" rid="b9-ijerph-07-00427">9</xref>,<xref ref-type="bibr" rid="b18-ijerph-07-00427">18</xref>]. Other physical agents include ionizing radiation [<xref ref-type="bibr" rid="b18-ijerph-07-00427">18</xref>], chemical agents (polycyclic aromatic hydrocarbons, arsenic, and nitrosamines) [<xref ref-type="bibr" rid="b11-ijerph-07-00427">11</xref>], medications used for immunosuppression, chronic inflammation (ulcers, sinus tracts), trauma (burns and scars), and viruses (certain types of human papillomavirus) [<xref ref-type="bibr" rid="b20-ijerph-07-00427">20</xref>,<xref ref-type="bibr" rid="b21-ijerph-07-00427">21</xref>] also have been implicated.</p>
<p>Epidemiological studies suggest that individuals with cutaneous SCC are more likely to develop other malignancies compared with individuals who have no history of non-melanoma skin cancer (NMSC) [<xref ref-type="bibr" rid="b22-ijerph-07-00427">22</xref>–<xref ref-type="bibr" rid="b24-ijerph-07-00427">24</xref>]. Additionally, in patients who have a history of NMSC, there is an increased incidence of and mortality from leukemia, non-Hodgkin’s lymphoma, and cancers of the lung, bladder, breast, testis, salivary gland, small intestine, and pharynx [<xref ref-type="bibr" rid="b25-ijerph-07-00427">25</xref>]. According to several recent epidemiological studies, a history of NMSC may be associated with 20 to 30 percent increased mortality from another type of cancer [<xref ref-type="bibr" rid="b23-ijerph-07-00427">23</xref>,<xref ref-type="bibr" rid="b25-ijerph-07-00427">25</xref>]. Understanding exposures that predispose individuals to cutaneous SCCs also may shed light on risk factors for these other types of malignancies. Recently, a population-based case-control study reported a statistically significant increased risk estimate for SCC among oral contraceptive (OC) users than non users [<xref ref-type="bibr" rid="b26-ijerph-07-00427">26</xref>]. Using an established cohort of Kaiser Permanente Northern California (KPNC) members with data on self-reported pre-diagnostic characteristics, we performed a nested case-control study to further examine the putative association between OC use and SCC in the context of other environmental and host-related risk factors.</p></sec>
<sec sec-type="methods">
<label>2.</label>
<title>Methods</title>
<sec sec-type="methods">
<label>2.1.</label>
<title>Study Population</title>
<p>The source population consisted of members of KPNC who had completed at least one Multiphasic Health Checkup (MHC) between July 1964 and August 1973. The MHC, initiated in 1964, was a voluntary, comprehensive health evaluation that included a detailed self-administered MHC questionnaire (MHCQ), a standardized physical examination, and a group of specialty examinations [<xref ref-type="bibr" rid="b27-ijerph-07-00427">27</xref>]. The MHC has been used for numerous risk factor studies [<xref ref-type="bibr" rid="b28-ijerph-07-00427">28</xref>–<xref ref-type="bibr" rid="b30-ijerph-07-00427">30</xref>].</p>
<p>This study focused on the program’s medical center in Oakland, which provided health care to many of the area’s adult subscribers [<xref ref-type="bibr" rid="b31-ijerph-07-00427">31</xref>] and had computer-stored surgical pathology records starting in 1974. These pathology records were coded by histology using Systematized Nomenclature of Human and Veterinary Medicine (SNOMED) codes [<xref ref-type="bibr" rid="b32-ijerph-07-00427">32</xref>]. Tumor registry records, mostly complete from 1969, allowed us to identify patients with prior histologically confirmed cancers (other than NMSCs) within at least five years of their initial SCC diagnosis. These patients (~19%) were not included in the selection of patients with SCC in order to minimize the immediate effects of surveillance bias, treatment effects, disease-induced immunosuppression, and the possibility of residual cancer. However, patients with more distant self-reported physician diagnosed cancers, ascertained from their earliest MHCQ, were included in the selection of SCC cases and analyzed as a covariate in our statistical model.</p>
<p>We examined the histology codes of the 111,521 MHC cohort members enrolled in Oakland between 1964 and 1973 and identified individuals who had a histology code for a cutaneous SCC during follow-up from 1974 through 1995. For each case, we randomly selected up to five controls who were members at the time of case diagnosis and who were matched for age at the time of examination (±2 years), gender, residential postal zip code, and year of health checkup (±5 years). Excluded from the analysis (cases and controls) were 157 (4.5%) non-Caucasians, 12 (0.34%) participants diagnosed with genital SCCs and 82 (2.4%) participants with missing values on the MHCQ for smoking status, occupational exposures, history of cancer, birth control pill use (if female), eye color, or aspirin use. A total of 392 (76%) SCC cases had two or more matched controls. The final analysis dataset consisted of 516 cases and 1,690 controls. This study was approved by the Institutional Review Board of KPNC.</p></sec>
<sec>
<label>2.2.</label>
<title>Risk Factors</title>
<p>Information on possible SCC risk factors was obtained from each subject’s earliest MHCQ and from information recorded by the MHC staff (eye color). If data were missing from the earliest MHCQ, they were obtained from later pre-diagnostic MHCQs, if available. Maximum follow-up was 22 years, with a mean of 19.2 years. Host-related factors were defined as those that are inherent to participants. Environmental factors were defined as those derived from external exposures such as OC use, smoking, drug exposure and sun-exposure proxies, including leisure time activities and occupational exposure. These risk factors are shown in <xref ref-type="table" rid="t1-ijerph-07-00427">Table 1</xref>. To assess education levels, participants were asked to check the highest grade completed in school, and these responses were grouped into those who had completed education up to high school, and those who had completed some college or trade school. As a marker for pigmentation, eye color was divided into four categories: brown, blue/gray, green, and other. Participants also were asked about the number of hours they spent each day in the past year in leisure time activities, as well as exercise.</p>
<p>The MHCQ inquired about occupational exposure by asking, “In the past year, have you worked in a place where you were often or daily around:” followed by a list of 11 categories: (1) chemicals, cleaning fluids, or solvents, (2) insect or plant sprays, (3) ammonia, chlorine, ozone, or nitrous gases, (4) engine exhaust fumes, (5) plastic or resin fumes, (6) lead fumes or metal fumes, (7) silica, sandblasting, grinding, or rock drilling, (8) X-ray or radioactivity, (9) extreme heat, (10) asbestos, cement, or grain dusts, or (11) ultraviolet radiation (UV). All 11 categories of occupational exposures were examined for possible association with SCC risk.</p>
<p>Finally, we ascertained self-reported regular use of three classes of medications postulated <italic>a priori</italic> to be associated with SCC: (1) aspirin (“six tablets or more of aspirin including Empirin, Anacin, or Bufferin almost every day”) hypothesized to decrease SCC risk [<xref ref-type="bibr" rid="b33-ijerph-07-00427">33</xref>,<xref ref-type="bibr" rid="b34-ijerph-07-00427">34</xref>]; (2) “cortisone type medication,” hypothesized to increase SCC risk due to immunosuppression [<xref ref-type="bibr" rid="b35-ijerph-07-00427">35</xref>] and (3) oral contraceptives (birth control pills), hypothesized to increase SCC risk due to its association with anogenital SCCs [<xref ref-type="bibr" rid="b36-ijerph-07-00427">36</xref>].</p></sec>
<sec sec-type="methods">
<label>2.3.</label>
<title>Statistical Analysis</title>
<p>Odds ratios (ORs) were used as the measure of association for binary outcome variables and were computed using conditional logistic regression [<xref ref-type="bibr" rid="b37-ijerph-07-00427">37</xref>]. Normal theory approximation using Wald’s method was used to determine the 95% confidence intervals (CI) for the OR estimates (ORs, hereafter referred to as risk) [<xref ref-type="bibr" rid="b38-ijerph-07-00427">38</xref>]. All variables were included in the multivariable model except for occupational exposures not associated with SCC risk in the univariate model. Analyses for oral contraceptive use were limited to women. Statistical analyses were performed using SAS, version 9.1 (SAS Institute Inc., Cary, NC).</p></sec></sec>
<sec sec-type="results">
<label>3.</label>
<title>Results</title>
<p>A total of 516 participants with SCC included 321 men and 195 women. The mean age was 71.4 years (standard deviation 11.3, range 33–97). The majority (62%) of SCCs were diagnosed on the head and neck consistent with previous reports [<xref ref-type="bibr" rid="b3-ijerph-07-00427">3</xref>,<xref ref-type="bibr" rid="b39-ijerph-07-00427">39</xref>]. The remaining tumors were located on the upper extremities (11%), trunk (9%), lower extremities (9%), and other non-genital skin (10%).</p>
<sec>
<label>3.1.</label>
<title>Host Factors Associated with SCC</title>
<p><underline>Marital Status.</underline> Risk for SCC was increased among women who were currently or ever married, but CIs spanned unity.</p>
<p><underline>Education.</underline> Women who completed education beyond high school were at increased risk for SCC than those less educated. Although positive in direction, the effect was diminished among men.</p>
<p><underline>Body Mass Index.</underline> Risk for SCC was not increased for any category of body mass index.</p>
<p><underline>Eye Color.</underline> Blue/gray eye color was associated with an increased risk for SCC. Participants that were classified as having “other” eye color also had a higher risk for SCC. We assumed that the “other” category was more likely to represent light color eyes, such as hazel. Also, among women, but not men, green eye color was associated with an increased risk for SCC.</p>
<p><underline>Personal History of Cancer.</underline> Men, but not women, who self-reported a history of cancer had an increased risk of SCC.</p></sec>
<sec>
<label>3.2.</label>
<title>Environmental Factors Associated with SCC</title>
<p><underline>Cigarettes.</underline> There was no significant association of SCC with cigarette smoking history among men, whether comparing never smokers to former or current smokers. A borderline increased risk for SCC was observed for women who were former but not current smokers.</p>
<p><underline>UV Exposure.</underline> Although the MHCQ did not specifically inquire about sun exposure habits, it obtained information on occupational UV exposure and time spent in leisure activities or exercise, which we reasoned would be the majority of exposure to UV. Men who spent two or more hours a day in leisure activities had a higher risk for SCC than those who spent less than two hours, and the risk estimate increased with increasing time spent in leisure activities. An increased risk for SCC was observed among women who spent 5–7 hours a day in leisure activities but the effect was not statistically significant for other levels of exposure. Except for a borderline significant effect for women who exercised 2–4 hours a day, this variable was not associated with an increased risk for SCC when controlling for other variables in the model. Among men, occupational exposure to UV radiation was the strongest predictor of SCC risk in our multivariable model.</p>
<p><underline>Oral Contraceptive Use.</underline> We found a statistically significant risk for SCC in regular users of OC in the univariate model (<xref ref-type="table" rid="t1-ijerph-07-00427">Table 1</xref>). In the multivariable model, the OR changed little, although the confidence interval widened yielding an association that was no longer statistically significant.</p>
<p><underline>Aspirin and Cortisone.</underline> Women who consumed &gt;six aspirin tablets a day had a decreased risk for SCC but CIs were wide. Cortisone type medications were not associated with SCC risk.</p>
<p><underline>Other Occupational Exposures.</underline> Exposure to dust (asbestos, cement or grains) was associated with decreased SCC risk among men. Only two women in our study reported this exposure and neither were diagnosed with SCC. The remaining nine occupational exposure categories were not associated with future SCC.</p></sec></sec>
<sec sec-type="discussion">
<label>4.</label>
<title>Discussion</title>
<p>We observed a borderline statistically significant association between oral contraceptive use and subsequent SCC risk among women in our cohort. If not merely due to chance or study bias, a possible explanation is that oral contraceptives, which contain estrogen (ethinylestradiol) and/or progesterone (progestin or synthetic progesterone-like compounds), alter the serum estradiol/progesterone ratio, which may influence the oncogenic potential of cutaneous squamous cells [<xref ref-type="bibr" rid="b40-ijerph-07-00427">40</xref>,<xref ref-type="bibr" rid="b41-ijerph-07-00427">41</xref>]. Estrogen receptors are present in normal skin [<xref ref-type="bibr" rid="b42-ijerph-07-00427">42</xref>]. However, SCCs are not believed to express significant amounts of sex hormones, suggesting that an association between OC use and SCC may be mediated through non-sex hormone pathways [<xref ref-type="bibr" rid="b43-ijerph-07-00427">43</xref>]. One possible pathway is <italic>p53</italic>, as estrogen appears to inhibit the actions of this tumor suppressor [<xref ref-type="bibr" rid="b44-ijerph-07-00427">44</xref>]. Inactivation of the <italic>p53</italic> gene is believed to play a pivotal gatekeeper role in SCC carcinogenesis [<xref ref-type="bibr" rid="b45-ijerph-07-00427">45</xref>–<xref ref-type="bibr" rid="b47-ijerph-07-00427">47</xref>]. Risk also may be indirectly increased through interactions with polymorphisms in nucleotide excision repair (NER) genes including <italic>Xeroderma pigmentosum group D</italic> (<italic>XPD</italic>) [<xref ref-type="bibr" rid="b26-ijerph-07-00427">26</xref>]. Another possibility is that women who use birth control pills may have certain lifestyle factors, such as increased sexual activity, which may make them more likely to harbor HPV. Infection with some HPV types has been implicated in the pathogenesis of cutaneous SCCs in immunocompetent hosts [<xref ref-type="bibr" rid="b1-ijerph-07-00427">1</xref>,<xref ref-type="bibr" rid="b21-ijerph-07-00427">21</xref>,<xref ref-type="bibr" rid="b48-ijerph-07-00427">48</xref>–<xref ref-type="bibr" rid="b52-ijerph-07-00427">52</xref>]. The association between birth control use, HPV risk and cervical SCC has been reported [<xref ref-type="bibr" rid="b36-ijerph-07-00427">36</xref>,<xref ref-type="bibr" rid="b53-ijerph-07-00427">53</xref>–<xref ref-type="bibr" rid="b55-ijerph-07-00427">55</xref>]. A similar association could hold for cutaneous SCC.</p>
<p>To the best of our knowledge, only one published paper to date has studied the association between OC use and SCC [<xref ref-type="bibr" rid="b26-ijerph-07-00427">26</xref>]. Overall, OC users had a 1.6 adjusted odds ratio (OR) for SCC (CI = 1.0–2.5). ORs also were higher among women who last used OCs ≥ 25 years before diagnosis (OR = 2.1, CI = 1.2–3.7), and within group ORs increased with duration of use (OR for ≤ 2 years, 1.7; CI = 0.9–3.5; OR for 3–6 years, 2.6; CI = 1.0–6.5; OR for ≥7 years, 2.7; CI = 0.9–8.5, <italic>P</italic><sub>trend</sub> = 0.01). Our results support these previously published findings.</p>
<p>The epidemiology of SCCs has been difficult to characterize because conventional national registries, such as the Surveillance, Epidemiology, and End Results (SEER) [<xref ref-type="bibr" rid="b56-ijerph-07-00427">56</xref>] program exclude NMSCs. The unique advantages of the Kaiser Permanente Northern California (KPNC) setting are that it closely simulates the surrounding population serving nearly one-third of the insured population of Northern California and it houses an electronic database that captures information on all pathology specimens received for examination, allowing for thorough and accurate capture of incident SCCs. Recall bias was not a concern in our study since OC use was recorded prior to the diagnosis of SCC.</p>
<p>One potential limitation of this study is residual confounding due to indirect measurement of sun exposure, a known risk factor for SCCs [<xref ref-type="bibr" rid="b7-ijerph-07-00427">7</xref>,<xref ref-type="bibr" rid="b9-ijerph-07-00427">9</xref>,<xref ref-type="bibr" rid="b18-ijerph-07-00427">18</xref>]. We used occupational UV and time spent in leisure activities, or exercise, as surrogate markers for sun exposure reasoning that sun exposure comes from two primary sources: time spent in the sun for leisure/exercise and time spent in the sun related to one’s occupation. Among men and to lesser degree women, the strength of association with leisure time activities increased with time, supporting the assumption that time spent in leisure activities is correlated with UV exposure. However, leisure time activity may have been an inexact surrogate measure of sun exposure as the prompting examples (“Hobby, TV, <italic>etc.</italic>”) given for the question on the MHCQ were vague and may have been interpreted as activities that did not involve sun exposure. Nor did the question differentiate between sun and non sun related leisure time activities. Similarly, the MHCQ did not specify the type or duration of exercise, or whether the exercise was performed indoors <italic>versus</italic> outdoors. Surprisingly, time spent in exercise was slightly protective among men. Although this may seem counterintuitive, it is conceivable that exercise conveys health benefits that may offset the negative effect of UV exposure. Furthermore, some participants may have underreported occupational sun exposure since they might not have known that “ultraviolet radiation” was a surrogate term for “sun exposure.” While our surrogate measures of sun exposure were inexact, there is no inherent reason to believe that sun exposure is associated with OC use and thus unlikely to have affected the risk estimates for this variable.</p>
<p>Attenuation of risk estimates may have occurred if some control subjects had SCC diagnosed outside of the KPNC system. This is unlikely because KPNC is a comprehensive healthcare system and members would have to pay out-of-pocket for services received outside the health plan. Also, the exposures that we studied were obtained at a single point in time and were not measured over the entire study follow-up period.</p>
<p>The possibility remains that women who take oral contraceptive medicines may be more likely to interact with the healthcare system and increased risk for SCC may be due to detection bias. However, most SCC is diagnosed years after discontinuing OC use. Women with a history of OC use may have differentially received greater screening for cervical cancer. In our analysis, we adjusted for level of education, a factor believed to influence screening behavior.</p>
<p>In the current study, OC use was crudely measured as “ever/never” exposed and did not include information on dose, duration of OC use, pill composition, or serum estradiol and progesterone levels. The potency and overall dose of OCs have changed over time. Our results reflect the use of earlier compositions of OCs when hormone doses were considerably higher and may no longer hold for present day OCs. Nonetheless, this study is an important addition to the literature as the use of OCs was recorded prior to skin cancer diagnosis.</p>
<p>Although KPNC is generally reflective of the broader population in Northern California [<xref ref-type="bibr" rid="b57-ijerph-07-00427">57</xref>,<xref ref-type="bibr" rid="b58-ijerph-07-00427">58</xref>], there are some differences that may have introduced uncontrolled factors regarding ethnicity or behavior. In addition, individuals who self-selected for the MHCQ may have differed from the larger KPNC population on these as well as other distinguishing characteristics that were not directly measured and could have introduced selection and/or detection bias. However, these factors probably did not affect the overall validity of our case <italic>versus</italic> control comparisons.</p>
<p>Occupational exposure to dust from asbestos, cement, or grain was included as a potential confounding factor in our model based on our hypothesis that occupational dust may coat the skin to form a physical barrier to UV light. Previous reports of occupational risk and keratinocyte tumors have not noted this specific association [<xref ref-type="bibr" rid="b59-ijerph-07-00427">59</xref>]. Exposure to agricultural dusts have been associated with decreased lung cancer risk [<xref ref-type="bibr" rid="b60-ijerph-07-00427">60</xref>] suggesting a possible anticancer effect independent of an interaction with UV light. However, a healthy worker survival effect and reduced smoking among farmers may have been a more plausible explanation for the reduced risk observed among men in our study [<xref ref-type="bibr" rid="b61-ijerph-07-00427">61</xref>]. A limitation of our analysis was that the MHCQ grouped all three types of dust into one category and the association of each with SCC might differ.</p>
<p>The MHCQ also did not differentiate between types of cancer in the self-reported personal history of cancer question. Thus, it was not possible to determine if prior history of self-reported cancer and SCC risk was due to a personal history of NMSC <italic>versus</italic> other cancers. NMSC is the most common cancer in the United States [<xref ref-type="bibr" rid="b4-ijerph-07-00427">4</xref>] and history of NMSC is a major risk factor for a new primary SCCs [<xref ref-type="bibr" rid="b62-ijerph-07-00427">62</xref>]. In our study, risk was higher only among men who self-reported a history of cancer and may reflect a higher incidence of NMSC among this group [<xref ref-type="bibr" rid="b63-ijerph-07-00427">63</xref>,<xref ref-type="bibr" rid="b64-ijerph-07-00427">64</xref>]. Although our main effects multivariable analysis was adjusted for self-reported personal history of cancer, it is possible that the resulting estimate for OC use was affected by residual confounding.</p>
<p>We did not detect a consistent association between smoking and SCC risk as has been reported by some studies [<xref ref-type="bibr" rid="b65-ijerph-07-00427">65</xref>–<xref ref-type="bibr" rid="b68-ijerph-07-00427">68</xref>]. Our finding may reflect a different study population which may be susceptible to different gene-environment interactions. Or it may be due to our simple smoking history classification (<italic>i.e.</italic>, never, former, current) which did not account for pack years smoked, filtered <italic>versus</italic> unfiltered, and other detailed smoking information. However, the possibility remains that smoking does not increase SCC risk as was observed in a large occupational cohort study [<xref ref-type="bibr" rid="b69-ijerph-07-00427">69</xref>]. Given the uncertainty of our smoking variable, we cannot rule out residual confounding in our observed association between OC use and SCC.</p>
<p>The association of SCC with innate pigmentary factors, such as light eye color, is well established [<xref ref-type="bibr" rid="b7-ijerph-07-00427">7</xref>,<xref ref-type="bibr" rid="b8-ijerph-07-00427">8</xref>] and is supported by our data. Our results indicate that environmental exposures which were used as surrogate markers for UV exposure (occupational UV in the past year and time spent in leisure activities) also were highly correlated with SCC risk, as expected. Similarly, our finding of an association between higher education and SCC risk has been previously reported [<xref ref-type="bibr" rid="b19-ijerph-07-00427">19</xref>,<xref ref-type="bibr" rid="b70-ijerph-07-00427">70</xref>,<xref ref-type="bibr" rid="b71-ijerph-07-00427">71</xref>]. Education level may affect SCC risk through socioeconomic status leading to differences in lifestyle and health-seeking behavior. Those individuals with more education may have higher socioeconomic status, allowing them to take mid-winter vacations in sunny locations, leading to higher SCC risk due to more frequent episodic sunburns. Alternatively, higher education also may lead to detection bias if more educated individuals are more likely to seek health care. Further studies on the mechanisms underlying the association between education and SCC risk are needed.</p>
<p>In summary, we observed a borderline statistically significant increased SCC risk with use of oral contraceptives similar to that reported in a recent case-control study. On the present evidence, it is not possible to definitively answer the question of how OC use influences SCC risk, if such an association exists, or to favor any specific hypothesis. If confirmed in future studies, these results will lead to new insight in the etiology of SCCs.</p></sec></body>
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<p>This manuscript was made possible by a grant from National Institute of Arthritis Musculoskeletal and Skin Diseases (National Institutes of Health (K23 AR 051037, M.A.), National Institutes of Health (1U01DK072493-01, J.E.), and National Cancer Institute (R01 CA 098838, G.D.F.). Debra C. Wallace (UNCG) offered valuable comments during the writing of this manuscript and her knowledge and insight are greatly appreciated. The contents of this publication are solely the responsibility of the authors and do not necessarily represent the views of any funding agency.</p></ack>
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<sec sec-type="display-objects">
<title>Table</title>
<table-wrap id="t1-ijerph-07-00427" position="float">
<label>Table 1.</label>
<caption>
<p>Conditional logistic regression models comparing cases and controls.<xref ref-type="table-fn" rid="tfn1-ijerph-07-00427">*</xref></p></caption>
<table frame="box" rules="cols">
<thead>
<tr>
<th valign="top" align="center"><bold>Characteristic</bold></th>
<th valign="top" align="center"><bold>SCC n (%)</bold></th>
<th valign="top" align="center"><bold>Control n (%)</bold></th>
<th valign="top" align="center"><bold>Univariate OR (95% CI)</bold></th>
<th valign="top" align="center"><bold>Multivariate<xref ref-type="table-fn" rid="tfn2-ijerph-07-00427">٤</xref> OR (95% CI)</bold></th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5"><hr/><bold>Host Factors</bold></td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Marital status<xref ref-type="table-fn" rid="tfn3-ijerph-07-00427">۶</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  Never married</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">20 (6)</td>
<td valign="top" align="left">33 (3)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">7 (4)</td>
<td valign="top" align="left">26 (4)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Married</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">237 (74)</td>
<td valign="top" align="left">791 (78)</td>
<td valign="top" align="left">0.62 (0.31–1.3)</td>
<td valign="top" align="left">0.71 (0.33–1.5)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">118 (61)</td>
<td valign="top" align="left">402 (59)</td>
<td valign="top" align="left">1.1 (0.45–2.8)</td>
<td valign="top" align="left">1.5 (0.54–4.3)</td></tr>
<tr>
<td valign="top" align="left">  Separated/divorced/widowed</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">16 (5)</td>
<td valign="top" align="left">65 (6)</td>
<td valign="top" align="left">0.66 (0.27–1.7)</td>
<td valign="top" align="left">0.77 (0.29–2.1)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">43 (22)</td>
<td valign="top" align="left">142 (21)</td>
<td valign="top" align="left">1.3 (0.50–3.5)</td>
<td valign="top" align="left">1.8 (0.61–5.5)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Education (years of college)<xref ref-type="table-fn" rid="tfn3-ijerph-07-00427">۶</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  High school or less</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">130 (41)</td>
<td valign="top" align="left">459 (45)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">94 (48)</td>
<td valign="top" align="left">368 (54)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Any college</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">176 (55)</td>
<td valign="top" align="left">(47)</td>
<td valign="top" align="left">1.4 (1.02–1.9)</td>
<td valign="top" align="left">1.3 (0.95–1.8)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">92 (47)</td>
<td valign="top" align="left">262 (39)</td>
<td valign="top" align="left">1.8 (1.2–2.6)</td>
<td valign="top" align="left">1.9 (1.2–2.8)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Body Mass Index (kg/m<sup>2</sup>)<xref ref-type="table-fn" rid="tfn3-ijerph-07-00427">۶</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  &lt;20 (underweight)</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">5 (2)</td>
<td valign="top" align="left">17 (2)</td>
<td valign="top" align="left">0.64 (0.20–2.0)</td>
<td valign="top" align="left">0.58 (0.16–2.1)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">25 (13)</td>
<td valign="top" align="left">60 (9)</td>
<td valign="top" align="left">0.95 (0.55–1.6)</td>
<td valign="top" align="left">1.0 (0.55–1.9)</td></tr>
<tr>
<td valign="top" align="left">  20–25 (healthy)</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">157 (49)</td>
<td valign="top" align="left">348 (34)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">109 (56)</td>
<td valign="top" align="left">303 (45)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  ≥25 (overweight)</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">150 (47)</td>
<td valign="top" align="left">434 (43)</td>
<td valign="top" align="left">0.78 (0.60–1.02)</td>
<td valign="top" align="left">0.78 (0.59–1.04)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">58 (30)</td>
<td valign="top" align="left">169 (25)</td>
<td valign="top" align="left">0.94 (0.63–1.4)</td>
<td valign="top" align="left">1.1 (0.69–1.6)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Eye color (right)</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  Brown</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">72 (22)</td>
<td valign="top" align="left">307 (30)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">39 (20)</td>
<td valign="top" align="left">218 (32)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Green</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">6 (2)</td>
<td valign="top" align="left">38 (4)</td>
<td valign="top" align="left">0.73 (0.29–1.9)</td>
<td valign="top" align="left">0.63 (0.23–1.8)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">17 (9)</td>
<td valign="top" align="left">36 (5)</td>
<td valign="top" align="left">2.7 (1.3–5.5)</td>
<td valign="top" align="left">2.6 (1.2–5.5)</td></tr>
<tr>
<td valign="top" align="left">  Blue/gray</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">184 (57)</td>
<td valign="top" align="left">495 (49)</td>
<td valign="top" align="left">1.6 (1.1–2.0)</td>
<td valign="top" align="left">1.6 (1.1–2.2)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">99 (51)</td>
<td valign="top" align="left">322 (47)</td>
<td valign="top" align="left">1.7 (1.1–2.6)</td>
<td valign="top" align="left">1.9 (1.2–2.9)</td></tr>
<tr>
<td valign="top" align="left">  Other</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">59 (18)</td>
<td valign="top" align="left">171 (17)</td>
<td valign="top" align="left">1.6 (1.1–2.5)</td>
<td valign="top" align="left">1.5 (0.98–2.4)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">40 (21)</td>
<td valign="top" align="left">103 (15)</td>
<td valign="top" align="left">2.0 (1.2–3.5)</td>
<td valign="top" align="left">2.2 (1.2–3.9)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Personal history of cancer<xref ref-type="table-fn" rid="tfn6-ijerph-07-00427">~</xref><sup>□</sup></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  No</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">290 (90)</td>
<td valign="top" align="left">975 (96)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">167 (86)</td>
<td valign="top" align="left">583 (86)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Yes</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">31 (10)</td>
<td valign="top" align="left">36 (4)</td>
<td valign="top" align="left">2.8 (1.6–4.9)</td>
<td valign="top" align="left">2.8 (1.5–5.0)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">28 (14)</td>
<td valign="top" align="left">96 (14)</td>
<td valign="top" align="left">1.1 (0.69–1.8)</td>
<td valign="top" align="left">0.93 (0.55–1.6)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Environmental Factors</bold></td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Smoking status (cigarettes)</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  Never</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">123 (38)</td>
<td valign="top" align="left">366 (36)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">105 (54)</td>
<td valign="top" align="left">397 (58)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Former</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">105 (33)</td>
<td valign="top" align="left">384 (38)</td>
<td valign="top" align="left">0.90 (0.65–1.2)</td>
<td valign="top" align="left">0.91 (0.64–1.3)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">36 (18)</td>
<td valign="top" align="left">104 (15)</td>
<td valign="top" align="left">1.6 (0.99–2.6)</td>
<td valign="top" align="left">1.6 (0.97–2.8)</td></tr>
<tr>
<td valign="top" align="left">  Current</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">93 (29)</td>
<td valign="top" align="left">261 (26)</td>
<td valign="top" align="left">1.0 (0.74–1.4)</td>
<td valign="top" align="left">1.0 (0.71–1.5)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">54 (28)</td>
<td valign="top" align="left">178 (26)</td>
<td valign="top" align="left">1.0 (0.69.1.6)</td>
<td valign="top" align="left">1.0 (0.64–1.6)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Ultraviolet radiation<xref ref-type="table-fn" rid="tfn10-ijerph-07-00427">§</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  No</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">312 (97)</td>
<td valign="top" align="left">1005 (99)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">193 (99)</td>
<td valign="top" align="left">675 (99)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Yes</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">9 (3)</td>
<td valign="top" align="left">6 (1)</td>
<td valign="top" align="left">4.4 (1.5–13)</td>
<td valign="top" align="left">5.0 (1.7–15)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">2 (1)</td>
<td valign="top" align="left">4 (1)</td>
<td valign="top" align="left">3.0 (0.51–18)</td>
<td valign="top" align="left">2.5 (0.34–20)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Leisure time activities (# hours/day)<xref ref-type="table-fn" rid="tfn4-ijerph-07-00427">†</xref><xref ref-type="table-fn" rid="tfn3-ijerph-07-00427">۶</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  0–1</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">32 (10)</td>
<td valign="top" align="left">112 (11)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">19 (10)</td>
<td valign="top" align="left">89 (13)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  2–4</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">207 (64)</td>
<td valign="top" align="left">651 (64)</td>
<td valign="top" align="left">1.1 (0.71–1.8)</td>
<td valign="top" align="left">1.3 (0.76–2.1)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">121 (62)</td>
<td valign="top" align="left">425 (63)</td>
<td valign="top" align="left">1.4 (0.82–2.6)</td>
<td valign="top" align="left">1.4 (0.76–2.7)</td></tr>
<tr>
<td valign="top" align="left">  5–7</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">37 (12)</td>
<td valign="top" align="left">76 (8)</td>
<td valign="top" align="left">1.6 (0.84–2.9)</td>
<td valign="top" align="left">1.8 (0.92–3.6)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">23 (12)</td>
<td valign="top" align="left">46 (7)</td>
<td valign="top" align="left">2.7 (1.2–5.8)</td>
<td valign="top" align="left">2.7 (1.1–6.4)</td></tr>
<tr>
<td valign="top" align="left">  &gt;7</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">10 (3)</td>
<td valign="top" align="left">15 (1)</td>
<td valign="top" align="left">3.3 (1.1–9.5)</td>
<td valign="top" align="left">3.8 (1.2–12)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">2 (1)</td>
<td valign="top" align="left">7 (1)</td>
<td valign="top" align="left">1.4 (0.24–7.7)</td>
<td valign="top" align="left">1.1 (0.18–6.7)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Exercise(# hours/day)<xref ref-type="table-fn" rid="tfn5-ijerph-07-00427">⋄</xref><xref ref-type="table-fn" rid="tfn3-ijerph-07-00427">۶</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  0–1</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">176 (55)</td>
<td valign="top" align="left">504 (50)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">100 (51)</td>
<td valign="top" align="left">384 (57)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  2–4</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">93 (29)</td>
<td valign="top" align="left">283 (28)</td>
<td valign="top" align="left">0.89 (0.65–1.2)</td>
<td valign="top" align="left">0.91 (0.65–1.3)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">57 (29)</td>
<td valign="top" align="left">150 (22)</td>
<td valign="top" align="left">1.6 (1.1–2.4)</td>
<td valign="top" align="left">1.5 (0.95–2.3)</td></tr>
<tr>
<td valign="top" align="left">  5–7</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">10 (3)</td>
<td valign="top" align="left">41 (4)</td>
<td valign="top" align="left">0.66 (0.30–1.4)</td>
<td valign="top" align="left">0.67 (0.29–1.5)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">7 (4)</td>
<td valign="top" align="left">22 (3)</td>
<td valign="top" align="left">1.5 (0.58–3.8</td>
<td valign="top" align="left">1.3 (0.44–3.7)</td></tr>
<tr>
<td valign="top" align="left">  &gt;7</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">6 (2)</td>
<td valign="top" align="left">23 (2)</td>
<td valign="top" align="left">0.86 (0.32–2.3)</td>
<td valign="top" align="left">0.82 (0.28–2.4)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">1 (1)</td>
<td valign="top" align="left">11 (2)</td>
<td valign="top" align="left">0.22 (0.03–1.8)</td>
<td valign="top" align="left">0.15 (0.02–1.5)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Oral contraceptives<xref ref-type="table-fn" rid="tfn9-ijerph-07-00427">¶</xref><xref ref-type="table-fn" rid="tfn11-ijerph-07-00427">▴</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  No</td>
<td valign="top" align="left">172 (88)</td>
<td valign="top" align="left">638 (94)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Yes</td>
<td valign="top" align="left">23 (12)</td>
<td valign="top" align="left">41 (6)</td>
<td valign="top" align="left">2.4 (1.2–4.8)</td>
<td valign="top" align="left">2.0 (0.91–4.5)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Aspirin (# daily pills)<xref ref-type="table-fn" rid="tfn7-ijerph-07-00427">*</xref><xref ref-type="table-fn" rid="tfn8-ijerph-07-00427">۸</xref><xref ref-type="table-fn" rid="tfn9-ijerph-07-00427">¶</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  ≤6</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">316 (98)</td>
<td valign="top" align="left">994 (98)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">191 (98)</td>
<td valign="top" align="left">664 (98)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  &gt;6</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">5 (2)</td>
<td valign="top" align="left">17 (2)</td>
<td valign="top" align="left">1.1 (0.35–3.2)</td>
<td valign="top" align="left">1.0 (0.31–3.3)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">4 (2)</td>
<td valign="top" align="left">15 (2)</td>
<td valign="top" align="left">0.76 (0.20–2.9)</td>
<td valign="top" align="left">0.69 (0.15–3.1)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Cortisone type medication<xref ref-type="table-fn" rid="tfn9-ijerph-07-00427">¶</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  No</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">310 (97)</td>
<td valign="top" align="left">965 (95)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">185 (95)</td>
<td valign="top" align="left">644 (95)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Yes</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">11 (3)</td>
<td valign="top" align="left">46 (5)</td>
<td valign="top" align="left">0.80 (0.40–1.6)</td>
<td valign="top" align="left">0.78 (0.36–1.7)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">10 (5)</td>
<td valign="top" align="left">35 (5)</td>
<td valign="top" align="left">1.2 (0.53–2.6)</td>
<td valign="top" align="left">1.1 (0.45–2.6</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Ultraviolet radiation<xref ref-type="table-fn" rid="tfn10-ijerph-07-00427">§</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  No</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">312 (97)</td>
<td valign="top" align="left">1005 (99)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">193 (99)</td>
<td valign="top" align="left">675 (99)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Yes</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">9 (3)</td>
<td valign="top" align="left">6 (1)</td>
<td valign="top" align="left">4.4 (1.5–13)</td>
<td valign="top" align="left">5.0 (1.7–15)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">2 (1)</td>
<td valign="top" align="left">4 (1)</td>
<td valign="top" align="left">3.0 (0.51–18)</td>
<td valign="top" align="left">2.5 (0.34–19)</td></tr>
<tr>
<td valign="top" align="left" colspan="5"><hr/></td></tr>
<tr>
<td valign="top" align="left">Dusts (asbestos, cement, or grain)<xref ref-type="table-fn" rid="tfn10-ijerph-07-00427">§</xref></td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">  No</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">311 (97)</td>
<td valign="top" align="left">942 (93)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">195 (100)</td>
<td valign="top" align="left">677 (100)</td>
<td valign="top" align="left">1.0 Referent</td>
<td valign="top" align="left">1.0 Referent</td></tr>
<tr>
<td valign="top" align="left">  Yes</td><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">    Male</td>
<td valign="top" align="left">10 (3)</td>
<td valign="top" align="left">69 (7)</td>
<td valign="top" align="left">0.41 (0.20–0.83)</td>
<td valign="top" align="left">0.40 (0.19–0.87)</td></tr>
<tr>
<td valign="top" align="left">    Female</td>
<td valign="top" align="left">0 (0)</td>
<td valign="top" align="left">2 (0)</td>
<td valign="top" align="left">---<xref ref-type="table-fn" rid="tfn12-ijerph-07-00427">+</xref></td>
<td valign="top" align="left">---<xref ref-type="table-fn" rid="tfn12-ijerph-07-00427">+</xref></td></tr></tbody></table>
<table-wrap-foot><fn id="tfn1-ijerph-07-00427">
<label>*</label>
<p>Controls individually matched by gender, postal zip code of residence at time of diagnosis, birth year within 2 years, and year of MHCQ within 5 years.</p></fn><fn id="tfn2-ijerph-07-00427">
<label>٤</label>
<p>Adjusted for all other variables in table.</p></fn><fn id="tfn3-ijerph-07-00427">
<label>۶</label>
<p>Unknown category not shown.</p></fn><fn id="tfn4-ijerph-07-00427">
<label>†</label>
<p>Defined as “Hobby, TV, <italic>etc.</italic>”</p></fn><fn id="tfn5-ijerph-07-00427">
<label>⋄</label>
<p>Defined as “Walking, sports, <italic>etc.</italic>”</p></fn><fn id="tfn6-ijerph-07-00427">
<label>~</label>
<p>Physician diagnosed.</p></fn><fn id="tfn7-ijerph-07-00427">
<label>*</label>
<p>Including Aspirin, Empirin, Anacin, or Bufferin.</p></fn><fn id="tfn8-ijerph-07-00427">
<label>۸</label>
<p>Approximate usage on daily basis .</p></fn><fn id="tfn9-ijerph-07-00427">
<label>¶</label>
<p>Used in the past year.</p></fn><fn id="tfn10-ijerph-07-00427">
<label>§</label>
<p>Often or daily around at place of work.</p></fn><fn id="tfn11-ijerph-07-00427">
<label>▴</label>
<p>Women only.</p></fn><fn id="tfn12-ijerph-07-00427">
<label>+</label>
<p>Not computed due to zero referent cell.</p></fn></table-wrap-foot></table-wrap></sec></back></article>
