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1.
BMC Health Serv Res ; 18(1): 525, 2018 07 05.
Article in English | MEDLINE | ID: mdl-29976189

ABSTRACT

BACKGROUND: In 2013, the US Preventive Services Task Force (USPSTF) issued recommendations for low-dose computed tomography for lung cancer screening (LDCT-LCS), but there continues to be a dearth of information on the adoption of LDCT-LCS in healthcare systems. Using a multilevel perspective, our study aims to assess referrals for LDCT-LCS and identify facilitators and barriers to adoption following recent policy changes. METHODS: A retrospective analysis of electronic medical record data from patients aged 55-80 years with no history of lung cancer who visited a primary care provider in a large healthcare system in California during 2010-2016 (1,572,538 patient years). Trends in documentation of smoking history, number of eligible patients, and lung cancer screening orders were assessed. Using Hierarchical Generalized Linear Models, we also evaluated provider-level and patient-level factors associated with lung cancer screening orders among 970 primary care providers and 12,801 eligible patients according to USPSTF guidelines between January 1st, 2014 and December 31st, 2016. RESULTS: Documentation of smoking history to determine eligibility (59.2% in 2010 to 77.8% in 2016) and LDCT-LCS orders (0% in 2010 to 7.3% in 2016) have increased since USPSTF guidelines. Patient factors associated with increased likelihood of lung cancer screening orders include: younger patient age (78-80 vs. 55-64 years old: OR, 0.4; 95% CI, 0.3-0.7), Asian race (vs. Non-Hispanic White: OR, 1.6; 95% CI, 1.1-2.4), reported current smoking (vs. former smoker: OR, 1.7; 95% CI, 1.4-2.0), no severe comorbidity (severe vs. no major comorbidity: OR = 0.2, 95% CI = 0.1-0.3; moderate vs. no major comorbidity: OR = 0.5; 95% CI = 0.4-0.7), and making a visit to own primary care provider (vs. other primary care providers: OR, 2.4; 95% CI, 1.7-3.4). Appropriate referral for lung cancer screening varies considerably across primary care providers. Provider factors include being a female physician (vs. male: OR, 1.6; 95% CI, 1.1-2.3) and receiving medical training in the US (foreign vs. US medical school graduates: OR = 0.4, 95% CI = 0.3-0.7). CONCLUSIONS: Future interventions to improve lung cancer screening may be more effective if they focus on accurate documentation of smoking history and target former smokers who do not regularly see their own primary care providers.


Subject(s)
Early Detection of Cancer , Lung Neoplasms/diagnostic imaging , Patient Acceptance of Health Care/statistics & numerical data , Advisory Committees , Aged , Aged, 80 and over , California , Early Detection of Cancer/methods , Early Detection of Cancer/statistics & numerical data , Female , Health Personnel , Humans , Male , Middle Aged , Radiation Dosage , Referral and Consultation , Retrospective Studies , Tomography, X-Ray Computed/methods
2.
Am J Epidemiol ; 185(3): 224-237, 2017 02 01.
Article in English | MEDLINE | ID: mdl-28073766

ABSTRACT

We expanded and updated our colon cancer risk model to evaluate colorectal cancer (CRC) and whether subsite-specific risk models are warranted. Using data from 1980-2010 for 90,286 women enrolled in the Nurses' Health Study, we performed competing-risks regression and tests for subsite heterogeneity (proximal colon: n = 821; distal colon: n = 521; rectum: n = 376). Risk factors for CRC were consistent with those in our colon cancer model. Processed meat consumption was associated with a higher risk of distal (hazard ratio (HR) = 1.45; P = 0.02) but not proximal (HR = 0.95; P = 0.72) colon cancer. Smoking was associated with both colon (HR = 1.21) and rectal (HR = 1.27) cancer and was more strongly associated with proximal (HR = 1.31) than with distal (HR = 1.04) colon cancer (P = 0.029). We observed a significant trend of cancer risk for smoking in subsites from the cecum (HR = 1.41) to the proximal colon (excluding the cecum; HR = 1.27) to the distal colon (HR = 1.04; P for trend = 0.040). The C statistics for colorectal (C = 0.607), colon (C = 0.603), and rectal (C = 0.639) cancer were similar, although C was slightly higher for rectal cancer. Despite evidence for site-specific differences for several risk factors, overall our findings support the application of risk prediction models for colon cancer to CRC.


Subject(s)
Colorectal Neoplasms/etiology , Risk Assessment , Adult , Aged , Alcohol Drinking , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/mortality , Diet , Exercise , Female , Humans , Incidence , Meat/adverse effects , Middle Aged , Proportional Hazards Models , Prospective Studies , Rectal Neoplasms/epidemiology , Rectal Neoplasms/etiology , Risk Factors , Smoking/adverse effects , Surveys and Questionnaires , Survival Analysis
3.
Int J Colorectal Dis ; 32(7): 1013-1018, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28097381

ABSTRACT

PURPOSE: This study aims to investigate the associations of rotating night shift work history and sleep duration with risk of colorectal adenoma. METHODS: We evaluated 56,275 cancer-free participants of the Nurses' Health Study II, who had their first colonoscopy or sigmoidoscopy between 1991 and 2011; rotating night shift work and sleep duration were reported by mailed questionnaire. Multivariable-adjusted logistic regression was used to estimate relative risks (RR) of colorectal adenoma, with 95% confidence intervals (CI), across categories of rotating night shift work history (none, 1-4, 5-9, and ≥10 years) and sleep duration (≤5, 6, 7, 8, and ≥9 h/day). RESULTS: We found no association between duration of rotating night shift work and occurrence of colorectal adenoma (p-trend across shift work categories = 0.5). Women with the longest durations of rotating night shift work (≥10 years) had a similar risk of adenoma compared to women without a history of rotating night shift work (multivariable-adjusted RR = 0.96, 95% CI = 0.83-1.11). Similarly, there were no associations of shorter or longer sleep durations with adenoma risk (p-trend = 0.2 across sleep durations of ≤5 through 7 h/day and p-trend = 0.5 across sleep durations of 7 through ≥9 h/day). Results were similar when we examined associations according to adenoma location and subtype. CONCLUSIONS: Our results do not support an association between rotating night shift work or sleep duration and risk of colorectal adenoma in women.


Subject(s)
Adenoma/epidemiology , Colorectal Neoplasms/epidemiology , Shift Work Schedule/statistics & numerical data , Sleep , Adult , Female , Humans , Middle Aged , Risk , Risk Factors
4.
Int J Cancer ; 138(5): 1118-28, 2016 Mar 01.
Article in English | MEDLINE | ID: mdl-26413860

ABSTRACT

Evidence of the association between chronic inflammation and the risk of colorectal cancer (CRC) and other obesity-related cancers (OBRC) remains inconsistent, possibly due to a paucity of studies examining repeated measures of inflammation. In the Health ABC prospective study of 2,490 adults aged 70-79 years at baseline, we assessed whether circulating levels of three markers of systemic inflammation, IL-6, CRP and TNF-α, were associated with the risk of CRC and OBRC, a cluster including cancers of pancreas, prostate, breast and endometrium. Inflammatory markers were measured in stored fasting blood samples. While only baseline measures of TNF-α were available, IL-6 and CRP were additionally measured at Years 2, 4, 6 and 8. Multivariable Cox models were fit to determine whether tertiles and log-transformed baseline, updated and averaged measures of CRP and IL-6 and baseline measures of TNF-α were associated with the risk of incident cancer(s). During a median follow-up of 11.9 years, we observed 55 and 172 cases of CRC and OBRC, respectively. The hazard of CRC in the highest tertile of updated CRP was more than double that in the lowest tertile (HR = 2.29; 95% CI: 1.08-4.86). No significant associations were seen between colorectal cancer and IL-6 or TNF-α. Additionally, no significant associations were found between obesity-related cancers and the three inflammatory markers overall, but we observed a suggestion of effect modification by BMI and NSAID use. In summary, in this population, higher CRP levels were associated with increased risk of CRC, but not of OBRC. The findings provide new evidence that chronically elevated levels of CRP, as reflected by repeated measures of this marker, may play a role in colorectal carcinogenesis in older adults.


Subject(s)
Colorectal Neoplasms/etiology , Inflammation/complications , Obesity/complications , Aged , Aging , Body Composition , C-Reactive Protein/analysis , Chronic Disease , Female , Humans , Interleukin-6/blood , Male , Proportional Hazards Models , Prospective Studies , Risk , Tumor Necrosis Factor-alpha/blood
5.
J Med Internet Res ; 17(8): e202, 2015 Aug 19.
Article in English | MEDLINE | ID: mdl-26290186

ABSTRACT

BACKGROUND: Consumer health information technologies (HIT) that encourage self-tracking, such as diet and fitness tracking apps and disease journals, are attracting widespread interest among technology-oriented consumers (such as "quantified self" advocates), entrepreneurs, and the health care industry. Such electronic technologies could potentially benefit the growing population of patients with multiple chronic conditions (MCC). However, MCC is predominantly a condition of the elderly and disproportionately affects the less affluent, so it also seems possible that the barriers to use of consumer HIT would be particularly severe for this patient population. OBJECTIVE: Our aim was to explore the perspectives of individuals with MCC using a semistructured interview study. Our research questions were (1) How do individuals with MCC track their own health and medical data? and (2) How do patients and providers perceive and use patient-tracked data? METHODS: We used semistructured interviews with patients with multiple chronic diseases and providers with experience caring for such patients, as well as participation in a diabetes education group to triangulate emerging themes. Data were analyzed using grounded theory and thematic analysis. Recruitment and analysis took place iteratively until thematic saturation was reached. RESULTS: Interviews were conducted with 22 patients and 7 health care providers. The patients had an average of 3.5 chronic conditions, including type 2 diabetes, heart disease, chronic pain, and depression, and had regular relationships with an average of 5 providers. Four major themes arose from the interviews: (1) tracking this data feels like work for many patients, (2) personal medical data for individuals with chronic conditions are not simply objective facts, but instead provoke strong positive and negative emotions, value judgments, and diverse interpretations, (3) patients track for different purposes, ranging from sense-making to self-management to reporting to the doctor, and (4) patients often notice that physicians trust technologically measured data such as lab reports over patients' self-tracked data. CONCLUSIONS: Developers of consumer health information technologies for data tracking (such as diet and exercise apps or blood glucose logs) often assume patients have unlimited enthusiasm for tracking their own health data via technology. However, our findings potentially explain relatively low adoption of consumer HIT, as they suggest that patients with multiple chronic illnesses consider it work to track their own data, that the data can be emotionally charged, and that they may perceive that providers do not welcome it. Similar themes have been found in some individual chronic diseases but appeared more complex because patients often encountered "illness work" connected to multiple diseases simultaneously and frequently faced additional challenges from aging or difficult comorbidities such as chronic pain, depression, and anxiety. We suggest that to make a public health impact, consumer HIT developers should engage creatively with these pragmatic and emotional issues to reach an audience that is broader than technologically sophisticated early adopters. Novel technologies are likely to be successful only if they clearly reduce patient inconvenience and burden, helping them to accomplish their "illness work" more efficiently and effectively.


Subject(s)
Consumer Health Information , Diabetes Mellitus, Type 2/psychology , Health Knowledge, Attitudes, Practice , Health Records, Personal , Medical Informatics , Self Care , Adult , Aged , Aged, 80 and over , Chronic Disease , Chronic Pain/epidemiology , Chronic Pain/psychology , Comorbidity , Depressive Disorder/epidemiology , Depressive Disorder/psychology , Diabetes Mellitus, Type 2/epidemiology , Female , Heart Diseases/epidemiology , Heart Diseases/psychology , Humans , Hypertension/epidemiology , Hypertension/psychology , Male , Middle Aged , Qualitative Research
6.
J Med Internet Res ; 17(6): e137, 2015 Jun 04.
Article in English | MEDLINE | ID: mdl-26043709

ABSTRACT

BACKGROUND: A critical problem for patients with chronic conditions who see multiple health care providers is incomplete or inaccurate information, which can contribute to lack of care coordination, low quality of care, and medical errors. OBJECTIVE: As part of a larger project on applications of consumer health information technology (HIT) and barriers to its use, we conducted a semistructured interview study with patients with multiple chronic conditions (MCC) with the objective of exploring their role in managing their personal health information. METHODS: Semistructured interviews were conducted with patients and providers. Patients were eligible if they had multiple chronic conditions and were in regular care with one of two medical organizations in New York City; health care providers were eligible if they had experience caring for patients with multiple chronic conditions. Analysis was conducted from a grounded theory perspective, and recruitment was concluded when saturation was achieved. RESULTS: A total of 22 patients and 7 providers were interviewed; patients had an average of 3.5 (SD 1.5) chronic conditions and reported having regular relationships with an average of 5 providers. Four major themes arose: (1) Responsibility for managing medical information: some patients perceived information management and sharing as the responsibility of health care providers; others­particularly those who had had bad experiences in the past­took primary responsibility for information sharing; (2) What information should be shared: although privacy concerns did influence some patients' perceptions of sharing of medical data, decisions about what to share were also heavily influenced by their understanding of health and disease and by the degree to which they understood the health care system; (3) Methods and tools varied: those patients who did take an active role in managing their records used a variety of electronic tools, paper tools, and memory; and (4) Information management as invisible work: managing transfers of medical information to solve problems was a tremendous amount of work that was largely unrecognized by the medical establishment. CONCLUSIONS: We conclude that personal health information management should be recognized as an additional burden that MCC places upon patients. Effective structural solutions for information sharing, whether institutional ones such as care management or technological ones such as electronic health information exchange, are likely not only to improve the quality of information shared but reduce the burden on patients already weighed down by MCC.


Subject(s)
Chronic Disease , Cost of Illness , Health Information Management , Health Records, Personal , Information Dissemination , Medical Informatics , Adult , Aged , Aged, 80 and over , Consumer Health Information , Delivery of Health Care , Disease Management , Female , Health Information Exchange , Health Personnel , Humans , Male , Middle Aged , New York City , Perception , Qualitative Research
7.
Cancer Causes Control ; 25(8): 999-1006, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24852207

ABSTRACT

PURPOSE: We examined whether lesbian and bisexual women may be at greater risk of colon cancer (CC) than heterosexual women. METHODS: Working with a large cohort of US women ages 25-64 years, we analyzed 20 years of prospective data to estimate CC incidence, based on known risk factors by applying the Rosner-Wei CC risk-prediction model. Comparing to heterosexual women, we calculated for lesbian and bisexual women the predicted 1-year incidence rate (IR) per 100,000 person-years and estimated incidence rate ratios (IRR) and 95 % confidence intervals (CI), based on each woman's comprehensive risk factor profile. RESULTS: Analyses included 1,373,817 person-years of data from 66,257 women. For each sexual orientation group, mean predicted 1-year CC IR per 100,000 person-years was slightly over 12 cases for each of the sexual orientation groups. After controlling for confounders in fully adjusted models and compared with heterosexuals, no significant differences in IRR were observed for lesbians (IRR 1.01; 95 % CI 0.99, 1.04) or bisexuals (IRR 1.01; 95 % CI 0.98, 1.04). CONCLUSIONS: CC risk is similar across all sexual orientation subgroups, with all groups comparably affected. Health professionals must ensure that prevention, screening, and treatment programs are adequately reaching each of these communities.


Subject(s)
Colonic Neoplasms/epidemiology , Models, Statistical , Sexual Behavior/statistics & numerical data , Adult , Cohort Studies , Female , Humans , Middle Aged , United States/epidemiology
8.
Cancer Causes Control ; 24(3): 539-47, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22729931

ABSTRACT

PURPOSE: Underutilization of cancer screening has been found especially to affect socially marginalized groups. We investigated sexual orientation group patterns in breast and colorectal cancer screening adherence. METHODS: Data on breast and colorectal cancer screening, sexual orientation, and sociodemographics were gathered prospectively from 1989 through 2005 from 85,759 U.S. women in the Nurses' Health Study II. Publicly available data on state-level healthcare quality and sexual-orientation-related legal protections were also gathered. Multivariable models were used to estimate sexual orientation group differences in breast and colorectal cancer screening, controlling for sociodemographics and state-level healthcare quality and legal protections for sexual minorities. RESULTS: Receipt of a mammogram in the past 2 years was common though not universal and differed only slightly by sexual orientation: heterosexual 84 %, bisexual 79 %, and lesbian 82 %. Fewer than half of eligible women had ever received a colonoscopy or sigmoidoscopy, and rates did not differ by sexual orientation: heterosexual 39 %, bisexual 39 %, and lesbian 42 %. In fully adjusted models, state-level healthcare quality score, though not state-level legal protections for sexual minorities, was positively associated with likelihood of being screened for all women regardless of sexual orientation. CONCLUSIONS: Concerns have been raised that unequal healthcare access for sexual orientation minorities may adversely affect cancer screening. We found small disparities in mammography and none in colorectal screening, though adherence to colorectal screening recommendations was uniformly very low. Interventions are needed to increase screening in women of all sexual orientation groups, particularly in areas with poor healthcare policies.


Subject(s)
Breast Neoplasms/epidemiology , Colorectal Neoplasms/epidemiology , Mammography/statistics & numerical data , Sexual Behavior/statistics & numerical data , Adult , Bisexuality/ethnology , Bisexuality/statistics & numerical data , Breast Neoplasms/diagnosis , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/ethnology , Colonoscopy , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/diagnostic imaging , Colorectal Neoplasms/ethnology , Female , Heterosexuality/ethnology , Heterosexuality/statistics & numerical data , Homosexuality, Female/ethnology , Homosexuality, Female/statistics & numerical data , Humans , Mammography/methods , Mass Screening , Middle Aged , Prospective Studies , Sexual Behavior/ethnology , United States/epidemiology
9.
Annu Rev Public Health ; 33: 137-56, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22224878

ABSTRACT

Whereas models of cancer disparities and variation in cancer burden within population groups now specify multiple levels of action from biologic processes to individual risk factors and social and physical contextual factors, approaches to estimating the preventable proportion of cancer use more traditional direct models often from single exposures to cancer at specific organ sites. These approaches are reviewed, and the strengths and limitations are presented. The need for additional multilevel data and approaches to estimation of preventability are identified. International or regional variation in cancer may offer the most integrated exposure assessment over the life course. For the four leading cancers, which account for 50% of incidence and mortality, biologic, social, and physical environments play differing roles in etiology and potential prevention. Better understanding of the interactions and contributions across these levels will help refine prevention strategies.


Subject(s)
Environmental Exposure , Neoplasms/mortality , Neoplasms/prevention & control , Risk Assessment , Health Status Disparities , Humans , Models, Biological , Neoplasms/epidemiology , Neoplasms/etiology , Risk Factors
10.
Cancer Causes Control ; 23(4): 537-45, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22367721

ABSTRACT

Few prospective studies have examined the associations between blood levels of folate, in conjunction with methylenetetrahydrofolate reductase (MTHFR) polymorphisms, and colorectal cancer. We evaluated the associations between plasma folate, MTHFR C677T, and A1298C, and colorectal cancer in three large prospective studies: the Nurses' Health Study, the Health Professionals Follow-up Study, and the Physicians' Health Study. A total of 602 incident cases were identified and individually matched to controls who provided blood specimens. We used conditional logistic regression to calculate the relative risk (RR) and 95% confidence interval (95% CI) and then pooled the estimates using a random effects model. We found a lower risk of colorectal cancer among participants with low plasma folate levels: compared with the lowest quartile, RRs (95% CIs) for each successively higher quartile of plasma folate levels were 1.55 (1.14-2.11), 1.37 (1.00-1.88), and 1.47 (1.07-2.01; P for trend = 0.10). For the MTHFR polymorphisms, RRs (95% CIs) were 0.62 (0.44-0.90) for 677TT versus CC/CT and 0.68 (0.31-1.51) for 1298CC versus AC/AA, and these lower-risk genotypes were associated with lower circulating plasma folate levels. When we partitioned the variation in plasma folate levels, variation due to folate intake was not positively associated with colorectal cancer risk. We found that low plasma folate levels were associated with lower risk of colorectal cancer. The reasons underlying a lower risk of colorectal cancer with low plasma folate levels require elucidation because plasma folate levels can reflect dietary intake, genetic influences, and other factors.


Subject(s)
Colorectal Neoplasms/blood , Colorectal Neoplasms/genetics , Folic Acid/blood , Methylenetetrahydrofolate Reductase (NADPH2)/genetics , Adult , Aged , Case-Control Studies , Female , Genetic Predisposition to Disease/genetics , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Risk Factors
12.
Tob Control ; 19(3): 248-54, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20501499

ABSTRACT

OBJECTIVE: The burden of smoking on six causes of death in women was evaluated using various novel modelling approaches. DESIGN: A prospective US-based nationwide cohort study. PARTICIPANTS: 102 635 women in the Nurses' Health Study followed biennially from 1980 to 2004. METHODS: The relation between cigarette smoking and cause-specific death was compared using baseline versus biennially updated smoking status. The authors used competing risk survival analysis to formally compare associations of smoking-related variables on risk of death as a result of coronary heart disease (CHD), cerebrovascular diseases, lung cancer, other respiratory diseases, other smoking-caused cancers and other causes. RESULTS: The associations of current and former smoking were stronger with most cause-specific mortality when using updated information. The effect of each smoking-related variable differed significantly (p(h) <0.0001) across some causes of death. For example, risks increased by 5% for death due to other causes up to 37% for lung cancer death for a 5-year earlier age at initiation. Compared with continuing to smoke, former smokers with 5-10 years of cessation had a 25% reduction in risk of dying from other causes of death up to a 61% reduction in risk of dying from CHD and cerebrovascular diseases. CONCLUSIONS: The risks of smoking and the benefits from quitting are greater than previously reported, when utilising repeated measures of smoking data collected during follow-up, and vary by cause of death. Focused efforts to communicate the benefits of quitting to smokers and to prevent smoking initiation among children and youths should remain top public health priorities to reduce the worldwide mortality burden caused by smoking.


Subject(s)
Cardiovascular Diseases/mortality , Neoplasms/mortality , Respiratory Tract Diseases/mortality , Smoking Cessation/statistics & numerical data , Smoking/mortality , Adult , Cause of Death , Coronary Disease/mortality , Female , Humans , Lung Neoplasms/mortality , Middle Aged , Nurses , Prospective Studies , Risk Factors , United States/epidemiology
13.
Am J Epidemiol ; 170(7): 863-72, 2009 Oct 01.
Article in English | MEDLINE | ID: mdl-19723749

ABSTRACT

The authors developed a comprehensive model of colon cancer incidence that allows for nonproportional hazards and accounts for the temporal nature of risk factors. They estimated relative risk based on cumulative incidence of colon cancer by age 70 years. Using multivariate, nonlinear Poisson regression, they determined colon cancer risk among 83,767 participants in the Nurses' Health Study. The authors observed 701 cases of colon cancer between 1980 and June 1, 2004. There was increased risk for a positive family history of colon or rectal cancer (55%), 10 or more pack-years of cigarette smoking before age 30 years (16%), and tallness (67 inches (170 cm) vs. 61 inches (155 cm): 19%). Reduced risk was observed for current postmenopausal hormone use (-23%), being physically active (21 metabolic equivalent (MET)-hours/week vs. 2 MET-hours/week: -49%), taking aspirin (7 tablets/week vs. none: -29%), and being screened (-24%). Women who smoked, had a consistently high relative weight, had a low physical activity level, consumed red or processed meat daily, were never screened, and consumed low daily amounts of folate had almost a 4-fold higher cumulative risk of colon cancer by age 70 years. For women with a high risk factor profile, adopting a healthier lifestyle could dramatically reduce colon cancer risk.


Subject(s)
Colonic Neoplasms/epidemiology , Colonic Neoplasms/prevention & control , Adult , Age Distribution , Aged , Cohort Studies , Female , Humans , Incidence , Life Style , Mass Screening , Middle Aged , Models, Statistical , Multivariate Analysis , Nurses/statistics & numerical data , ROC Curve , Risk , Risk Factors , United States/epidemiology
14.
J Geriatr Oncol ; 10(2): 265-271, 2019 03.
Article in English | MEDLINE | ID: mdl-30078713

ABSTRACT

OBJECTIVES: We examined the association between three inflammatory markers (Interleukin (IL)-6, C-reactive protein (CRP), tumor necrosis factor (TNF)-α) and incident lung cancer using baseline, updated, and averaged inflammatory measures in older adults. METHODS: We fitted multivariable Cox models to assess whether circulating levels of inflammation markers were associated with incident lung cancers in the Health Aging, Body and Composition (HealthABC) prospective cohort of 3075 older adults aged 70-79 years at baseline. IL-6 and CRP were measured biennially, whereas TNF-α was measured at baseline. RESULTS: Baseline levels of IL-6 were significantly associated with incident lung cancer risk in a model that adjusted for age, gender, race, and site (Model 1) (Hazard RatioT3 vs. T1: 3.34, 95% Confidence Interval: 1.91, 5.85) and in a model adjusted for health factors linked to chronic inflammation (Model 2) (HR T3 vs. T1: 2.57, 95% CI: 1.41, 4.65). The associations observed in time-updated IL-6 (HR T3 vs. T1: 2.47, 95% CI: 1.43, 4.28), cumulatively averaged IL-6 (HR T3 vs. T1: 2.47, 95% CI: 1.43, 4.35), and baseline CRP levels (HR T3 vs. T1: 1.85, 95% CI: 1.11, 3.08) with incident lung cancer in Model 1 were not statistically significant in Model 2. CONCLUSIONS: Baseline CRP and IL-6 levels were associated with increased risk of lung cancer in Model 1 and both models, respectively. Chronic IL-6 inflammation, as quantified by repeated measures was associated with incident lung cancer in Model 1, but not Model 2. Further research is needed to understand the role of CRP and IL-6 in lung carcinogenesis.


Subject(s)
C-Reactive Protein/metabolism , Inflammation/metabolism , Interleukin-6/metabolism , Lung Neoplasms/epidemiology , Tumor Necrosis Factor-alpha/metabolism , Black or African American , Aged , Aged, 80 and over , Biomarkers , Chronic Disease , Cohort Studies , Female , Humans , Incidence , Inflammation/epidemiology , Male , Multivariate Analysis , Proportional Hazards Models , Prospective Studies , Risk Factors , United States/epidemiology , White People
15.
Cancer Prev Res (Phila) ; 11(12): 841-848, 2018 12.
Article in English | MEDLINE | ID: mdl-30446519

ABSTRACT

Risk prediction models that estimate an individual's risk of developing colon cancer could be used for a variety of clinical and public health interventions, including offering high-risk individuals enhanced screening or lifestyle interventions. However, if risk prediction models are to be translated into actual clinical and public health practice, they must not only be valid and reliable, but also be easy to use. One way of accomplishing this might be to simplify the information that users of risk prediction tools have to enter, but it is critical to ensure no resulting detrimental effects on model performance. We compared the performance of a simplified, largely categorized exposure-based colon cancer risk model against a more complex, largely continuous exposure-based risk model using two prospective cohorts. Using data from the Nurses' Health Study and the Health Professionals Follow-up Study we included 816 incident colon cancer cases in women and 412 in men. The discrimination of models was not significantly different comparing a categorized risk prediction model with a continuous prediction model in women (c-statistic 0.600 vs. 0.609, P diff = 0.07) and men (c-statistic 0.622 vs. 0.618, P diff = 0.60). Both models had good calibration in men [observed case count/expected case count (O/E) = 1.05, P > 0.05] but not in women (O/E = 1.19, P < 0.01). Risk reclassification was slightly improved using categorized predictors in men [net reclassification index (NRI) = 0.041] and slightly worsened in women (NRI = -0.065). Categorical assessment of predictor variables may facilitate use of risk assessment tools in the general population without significant loss of performance.


Subject(s)
Colonic Neoplasms/epidemiology , Life Style , Models, Biological , Adult , Aged , Body Mass Index , Colonic Neoplasms/prevention & control , Female , Follow-Up Studies , Humans , Incidence , Internet , Male , Middle Aged , Proportional Hazards Models , Prospective Studies , Risk Assessment/methods , Risk Factors , Self Report/statistics & numerical data , Sex Factors
17.
Cancer Epidemiol Biomarkers Prev ; 15(4): 750-5, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16614119

ABSTRACT

BACKGROUND: Determinants of insulin secretion and insulin-like growth factors (IGF) have been directly associated with risk for colorectal cancer. However, few studies have evaluated whether these factors are also associated with risk of colorectal adenoma, the main precursor lesion to colorectal cancer. METHODS: We identified 380 distal colorectal adenoma cases diagnosed between 1989 and 1998 and 380 controls among nondiabetic women from the cohort of 32,826 women, nested in the Nurses' Health Study, who provided blood samples in 1989 to 1990. Cases and controls were individually matched on year of birth, time period of and indication(s) for endoscopy, and date of blood draw. RESULTS: High concentrations of C-peptide, an indicator of insulin secretion, were statistically significantly associated with risk of distal colorectal adenoma [multivariable relative risk (MVRR) top versus bottom quartile, 1.63; 95% confidence interval (95% CI), 1.01-2.66; P = 0.01], even after including body mass index and physical activity in the statistical model. Fasting IGF binding protein-1 (IGFBP-1) concentrations did not show any clear association with risk for adenoma (MVRR top versus bottom quartile, 1.08; 95% CI, 0.56-2.07). These associations did not differ significantly by size/stage of adenoma. Glycosylated hemoglobin (HbA1c) was associated with a nonstatistically significant increased risk of colorectal adenoma (MVRR top versus bottom quartile, 1.47; 95% CI, 0.89-2.44). CONCLUSIONS: High HbA1c and low IGFBP-1 were not clearly associated with increased risk of distal colorectal adenoma. However, our current results and previous associations between C-peptide and colorectal cancer suggest that hyperinsulinemia may play a role throughout the development of colorectal neoplasia.


Subject(s)
Adenoma/etiology , C-Peptide/blood , Colorectal Neoplasms/etiology , Glycated Hemoglobin/analysis , Hyperinsulinism/complications , Insulin-Like Growth Factor Binding Protein 1/blood , Adenoma/blood , Adult , Colorectal Neoplasms/blood , Female , Humans , Middle Aged , Prospective Studies , Risk
18.
Arch Intern Med ; 165(6): 661-6, 2005 Mar 28.
Article in English | MEDLINE | ID: mdl-15795343

ABSTRACT

BACKGROUND: Randomized trials have shown the efficacy of an office systems approach in improving colorectal cancer (CRC) screening behaviors; its feasibility in real-world primary care practices has not been well studied. METHODS: Between August 1, 2000, and December 1, 2001, we enrolled 185 primary care clinicians identified through purchased database lists. At the end of follow-up (December 31, 2002), 127 clinicians had completed preintervention and postintervention questionnaires. Trained staff from the American Cancer Society visited practices and identified areas for improvement in CRC screening. They provided clinicians with resources, tools, and support to facilitate positive change. We defined 5 clinician behavior areas related to successful CRC screening, including educating patients, identifying patients due for screening, enabling patient compliance, monitoring patient compliance, and notifying patients of their test results. We measured these areas before and after the intervention using questionnaires and data extracted from medical records. RESULTS: We demonstrated improvements in the passive use of posters and brochures about CRC screening (baseline, 20.5% and follow-up, 69.3%; P<.001) and in the monitoring of fecal occult blood tests using manual tracking systems (baseline, 20.6% and follow-up, 37.3%; P<.05). Based on medical records data among 551 patients, we found a statistically significant increase in the number of patients who became up-to-date with CRC screening recommendations and tests (P< .001 for both). CONCLUSION: Methods shown to improve CRC screening processes in protocol-driven randomized trials may be effective in community practice, and wider dissemination of these strategies shows promise to increase CRC screening.


Subject(s)
Colorectal Neoplasms/diagnosis , Mass Screening/methods , Practice Patterns, Physicians'/statistics & numerical data , Primary Health Care/standards , Feasibility Studies , Humans , Occult Blood , Patient Education as Topic/standards , Physicians' Offices , Randomized Controlled Trials as Topic , Statistics, Nonparametric , Surveys and Questionnaires , Teaching Materials
19.
Cancer Epidemiol Biomarkers Prev ; 14(4): 850-5, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15824155

ABSTRACT

Hyperinsulinemia, hyperglycemia, and elevated insulin-like growth factor (IGF)-1 levels have been implicated in the etiology of colorectal cancer. However, the joint effects of insulin and IGF-I have not been considered, and whether hyperinsulinemia or hyperglycemia is more etiologically relevant is unclear. IGF binding protein-1 (IGFBP-1) has been hypothesized to mediate the effects of insulin, but epidemiologic data on IGFBP-1 are sparse. We conducted a nested case-control study among the 32,826 women of the Nurses' Health Study who provided a blood sample in 1989 to 1990. After excluding diabetics, we confirmed 182 incident colorectal cancer cases over 10 years of follow-up and 350 controls. Cases were matched to two controls on year of birth, date of blood draw, and fasting status. C-peptide levels were weakly associated with risk of colon cancer [top quartile (Q4) versus bottom quartile (Q1): multivariable relative risk (MVRR), 1.76; 95% confidence interval (95% CI), 0.85-3.63]. Fasting IGFBP-1 was inversely associated with risk of colon cancer (MVRR, 0.28; 95% CI, 0.11-0.75). We observed no clear association between glycosylated hemoglobin and risk for colorectal cancer. The IGF-I to IGFBP-3 molar ratio was associated with colon cancer risk (MVRR, 2.82; 95% CI, 1.35-5.88), and women with low levels of both IGF-I/IGFBP-3 and C-peptide (or high IGFBP-1) were at low risk, and elevation of either was sufficient to increase risk. Although altering IGF-I levels may not be practical, the growing burden of obesity and consequently hyperinsulinemia, which seems increasingly important for colon cancer, may be a target for effective prevention.


Subject(s)
C-Peptide/blood , Colorectal Neoplasms/etiology , Hyperglycemia/complications , Hyperinsulinism/complications , Insulin-Like Growth Factor Binding Protein 1/blood , Insulin-Like Growth Factor I/metabolism , Adult , Biomarkers, Tumor , Case-Control Studies , Colorectal Neoplasms/blood , Female , Humans , Middle Aged , Prospective Studies
20.
Sleep ; 38(2): 251-7, 2015 Feb 01.
Article in English | MEDLINE | ID: mdl-25581929

ABSTRACT

STUDY OBJECTIVES: Maintaining adequate serum levels of vitamin D may be important for sleep duration and quality; however, these associations are not well understood. We examined whether levels of serum 25(OH)D are associated with objective measures of sleep in older men. SETTING AND PARTICIPANTS: Cross-sectional study within a large cohort of community-dwelling older men, the MrOS study. INTERVENTIONS: Among 3,048 men age 68 years or older, we measured total serum vitamin D. Objective estimates of nightly total sleep time, sleep efficiency, and wake time after sleep onset (WASO) were obtained using wrist actigraphy worn for an average of 5 consecutive 24-h periods. RESULTS: 16.4% of this study population had low levels of vitamin D (< 20.3 ng/mL 25(OH)D). Lower serum vitamin D levels were associated with a higher odds of short (< 5 h) sleep duration, (odds ratio [OR] for the highest (≥ 40.06 ng/mL) versus lowest (< 20.3 ng/mL) quartile of 25(OH)D, 2.15; 95 % confidence interval (CI), 1.21-3.79; Ptrend = 0.004) as well as increased odds of actigraphy-measured sleep efficiency of less than 70% (OR, 1.45; 95% CI, 0.97-2.18; Ptrend = 0.004), after controlling for age, clinic, season, comorbidities, body mass index, and physical and cognitive function. Lower vitamin D levels were also associated with increased WASO in age-adjusted, but not multivariable adjusted models. CONCLUSIONS: Among older men, low levels of total serum 25(OH)D are associated with poorer sleep including short sleep duration and lower sleep efficiency. These findings, if confirmed by others, suggest a potential role for vitamin D in maintaining healthy sleep.


Subject(s)
Sleep Wake Disorders/blood , Sleep/physiology , Vitamin D/blood , Actigraphy , Aged , Aged, 80 and over , Aging/blood , Cognition/physiology , Comorbidity , Cross-Sectional Studies , Humans , Male , Odds Ratio , Polysomnography , Residence Characteristics , Sleep Initiation and Maintenance Disorders/blood , Sleep Initiation and Maintenance Disorders/physiopathology , Sleep Wake Disorders/physiopathology , Time Factors
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