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1.
Cancer Causes Control ; 31(9): 861-867, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32556947

ABSTRACT

PURPOSE: This study describes longitudinal trends in the use of prostate-specific antigen (PSA)-based testing in two geographically distinct healthcare systems following the 2011 US Preventive Services Task Force (USPSTF) recommendations against routine PSA screening. METHODS: We analyzed population-based health claims data from 253,139 men aged 40-80 who were enrolled at two US healthcare systems. We assessed trends in the percentage of eligible men receiving ≥ 1 PSA test per year by time period (2000-2008, 2009-2011, 2012-2014), age (40-54, 55-69, 70-80), and race (white, black, other, unknown), and conducted a joinpoint regression analysis. RESULTS: Men aged 55-69 and 70-80 years of all races had similar use of PSA testing between 2000 and 2011, ranging between 47 and 56% of eligible men by year, while only 22-26% of men aged 40-54 had a PSA test per year during this period. Overall, the percentage of men receiving at least one PSA test per year decreased by 26% between 2009-2011 and 2012-2014, with similar trends across race and age groups. PSA testing declined significantly after 2011 (annual percent change = - 11.28). CONCLUSIONS: Following the 2011 USPSTF recommendations against routine PSA screening, declines in PSA testing were observed among men of all races and across all age groups in two large US healthcare systems.


Subject(s)
Kallikreins/analysis , Prostate-Specific Antigen/analysis , Prostatic Neoplasms/diagnosis , Adult , Advisory Committees , Age Factors , Aged , Aged, 80 and over , Early Detection of Cancer/statistics & numerical data , Electronic Health Records/statistics & numerical data , Guideline Adherence , Humans , Longitudinal Studies , Male , Massachusetts/epidemiology , Michigan/epidemiology , Middle Aged , Preventive Health Services/statistics & numerical data , Prostatic Neoplasms/epidemiology , Regression Analysis , United States/epidemiology
2.
J Drugs Dermatol ; 17(10): 1032-1036, 2018 Oct 01.
Article in English | MEDLINE | ID: mdl-30365582

ABSTRACT

BACKGROUND: Epidemiologic studies of patients who present to dermatology clinics are necessary to identify the needs of patients. OBJECTIVE: To quantify and compare diagnoses according to race, ethnicity, and socioeconomic status (SES) at 6 general dermatology clinics from January 2013 to December 2016. METHODS: A retrospective cohort of new patients was established using an electronic medical record database. Primary diagnoses and diagnostic codes were recorded. Geocoding was utilized to obtain SES. RESULTS: There were 65969 new patient visits. Racial and ethnic demographics were obtained with the overall top 3 conditions being eczema or dermatitis, benign skin neoplasm, and adnexal disease. In blacks, however, follicular disorders were the third most common condition seen. The most frequently encountered diagnoses at the clinics with the highest and lowest SES were benign skin neoplasm and eczema or dermatitis, respectively. LIMITATIONS: Only primary diagnoses were included in analysis. Determining one's race is increasingly difficult. CONCLUSION: Follicular disorders occurred with an increased frequency in blacks. When examining SES, eczema or dermatitis was the most frequently encountered primary diagnosis at the clinic with the lowest SES, with benign skin neoplasm seen with the highest frequency at the clinic with the highest SES. J Drugs Dermatol. 2018;17(10):1032-1036.


Subject(s)
Skin Diseases/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Cohort Studies , Eczema/epidemiology , Eczema/ethnology , Eczema/etiology , Ethnicity , Female , Humans , Infant , Male , Medical Records , Michigan/epidemiology , Middle Aged , Office Visits/statistics & numerical data , Retrospective Studies , Skin Diseases/ethnology , Skin Diseases/etiology , Skin Neoplasms/epidemiology , Skin Neoplasms/ethnology , Skin Neoplasms/etiology , Socioeconomic Factors , Young Adult
3.
J Sleep Res ; 24(5): 559-65, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25950087

ABSTRACT

Neighbourhood-level crowding, a measure of the percentage of households with more than one person per room, may impact the severity of sleep-disordered breathing. This study examined the association of neighbourhood-level crowding with apnoea-hypopnoea index in a large clinical sample of diverse adults with sleep-disordered breathing. Sleep-disordered breathing severity was quantified as the apnoea-hypopnoea index calculated from overnight polysomnogram; analyses were restricted to those with apnoea-hypopnoea index ≥5. Neighbourhood-level crowding was defined using 2000 US Census tract data as percentage of households in a census tract with >1 person per room. Multivariable linear mixed models were fit to examine the associations between the percentage of neighbourhood-level crowding and apnoea-hypopnoea index, and a causal mediation analysis was conducted to determine if body mass index acted as a mediator between neighbourhood-level crowding and apnoea-hypopnoea index. Among 1789 patients (43% African American; 68% male; 80% obese), the mean apnoea-hypopnoea index was 29.0 ±â€…25.3. After adjusting for race, age, marital status and gender, neighbourhood-level crowding was associated with apnoea-hypopnoea index; for every one-unit increase in percentage of neighbourhood-level crowding mean, the apnoea-hypopnoea index increased by 0.40 ±â€…0.20 (P = 0.04). There was a statistically significant indirect effect of neighbourhood-level crowding through body mass index on the apnoea-hypopnoea index (P < 0.001). Neighbourhood-level crowding is associated with severity of sleep-disordered breathing. Body mass index partially mediated the association between neighbourhood-level crowding and sleep-disordered breathing. Investigating prevalent neighbourhood conditions impacting breathing in urban settings may be promising.


Subject(s)
Body Size , Crowding , Family Characteristics , Sleep Apnea Syndromes/physiopathology , Body Mass Index , Censuses , Female , Humans , Male , Middle Aged , Obesity/epidemiology , Polysomnography , Respiration , Sleep Apnea Syndromes/diagnosis , United States , Urban Population
4.
Prostate ; 74(6): 637-46, 2014 May.
Article in English | MEDLINE | ID: mdl-24500903

ABSTRACT

BACKGROUND: Black men have historically had higher blood lead levels than white men in the U.S. and have the highest incidence of prostate cancer in the world. Inorganic lead has been classified as a probable human carcinogen. Lead (Pb) inhibits delta-aminolevulinic acid dehydratase (ALAD), a gene recently implicated in other genitourinary cancers. The ALAD enzyme is involved in the second step of heme biosynthesis and is an endogenous inhibitor of the 26S proteasome, a master system for protein degradation and a current target of cancer therapy. METHODS: Using a case-only study design, we assessed potential gene-environment (G × E) interactions between lifetime occupational Pb exposure and 11 tagSNPs within ALAD in black (N = 260) and white (N = 343) prostate cancer cases. RESULTS: Two ALAD tagSNPs in high linkage disequilibrium showed significant interaction with high Pb exposure among black cases (rs818684 interaction odds ratio or IOR = 2.73, 95% CI 1.43-5.22, P = 0.002; rs818689 IOR = 2.20, 95% CI 1.15-4.21, P = 0.017) and an additional tagSNP, rs2761016, showed G × E interaction with low Pb exposure (IOR = 2.08, 95% CI 1.13-3.84, P = 0.019). Further, the variant allele of rs818684 was associated with a higher Gleason grade in those with high Pb exposure among both blacks (OR 3.96, 95% CI 1.01-15.46, P = 0.048) and whites (OR 2.95, 95% CI 1.18-7.39, P = 0.020). CONCLUSIONS: Genetic variation in ALAD may modify associations between Pb and prostate cancer. Additional studies of ALAD, Pb, and prostate cancer are warranted and should include black men. Prostate 74:637-646, 2014. © 2014 Wiley Periodicals, Inc.


Subject(s)
Lead/toxicity , Occupational Exposure/adverse effects , Polymorphism, Single Nucleotide , Porphobilinogen Synthase/genetics , Prostatic Neoplasms/etiology , Black or African American , Aged , Gene-Environment Interaction , Genetic Predisposition to Disease , Humans , Male , Middle Aged , Prostatic Neoplasms/genetics , White People
5.
Cancer Causes Control ; 25(7): 869-79, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24801046

ABSTRACT

PURPOSE: A single nucleotide polymorphism, rs10486567, in JAZF1 has consistently been associated with increased risk of prostate cancer. The physical interaction of zinc finger proteins, such as JAZF1, with heavy metals may play a role in carcinogenesis. This study assessed potential gene-environment statistical interactions (G×E) between rs10486567 and heavy metals in prostate cancer. METHODS: In a case-only study of 228 African American prostate cancer cases, G×E between rs10486567 and sources of cadmium and lead (Pb) were assessed. Unconditional logistic regression was used to estimate interaction odds ratios (IORs), and generalized estimating equations were used for models containing nested data. Case-control validation of IORs was performed, using 82 controls frequency matched to cases on age-race. RESULTS: Among cases, a potential G×E interaction was observed between rs10486567 CC genotype and living in a Census tract with a high proportion of housing built before 1950, a proxy for household Pb exposure, when compared to CT or TT carriers (OR 1.81; 95% CI 1.04-3.16; p = 0.036). A stronger G×E interaction was observed when both housing and occupational Pb exposure were taken into account (OR 2.62; 95% CI 1.03-6.68; p = 0.04). Case-control stratified analyses showed the odds of being a CC carrier were higher in cases compared to controls among men living in areas with older housing (OR 2.03; CI 0.99-4.19; p = 0.05) or having high occupational Pb exposure (OR 2.50; CI 1.01-6.18; p = 0.05). CONCLUSIONS: In African American men, the association between JAZF1 rs10486567 and prostate cancer may be modified by exposure to heavy metals such as Pb.


Subject(s)
Gene-Environment Interaction , Lead/adverse effects , Neoplasm Proteins/genetics , Occupational Exposure/adverse effects , Prostatic Neoplasms/epidemiology , Black or African American , Aged , Co-Repressor Proteins , DNA-Binding Proteins , Genetic Predisposition to Disease , Genotype , Humans , Male , Middle Aged , Odds Ratio , Polymorphism, Single Nucleotide , Prostatic Neoplasms/chemically induced , Prostatic Neoplasms/genetics
6.
J Clin Gastroenterol ; 48(8): 729-33, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24618505

ABSTRACT

GOALS: We evaluated whether prior infection with the hepatitis B virus (HBV) influences the development of pancreatic cancer or hepatocellular carcinoma (HCC). BACKGROUND: Prior infection with HBV may predispose patients to developing pancreatic cancer or HCC. STUDY: We conducted a retrospective cohort study using administrative data from an integrated health care system. We identified all patients who had HBV testing over a 13-year period. These patients were divided into 1 of 3 cohorts based on HBV status: negative infection (n=28,719), previous exposure (n=5141), or active infection (n=404). Pancreatic cancer and HCC data were obtained from pathology reports in the health system's cancer registry. RESULTS: In a multivariable model, age [hazards ratio (HR), 1.08; confidence interval (CI), 1.06-1.09; P<0.001)] and presence of diabetes (HR, 1.88; CI, 1.27-2.80; P=0.002) were identified to have significant influence on pancreatic cancer development, whereas previous HBV exposure did not have a significant influence (HR, 1.41; CI, 0.88-2.27; P=0.16). In a separate multivariable model, male sex (HR, 2.05; CI, 1.35-3.11; P<0.001), age (HR, 1.08; CI, 1.06-1.09; P<0.001), being hepatitis C positive (HR, 5.40; CI, 3.51-8.33; P<0.001), and presence of cirrhosis (HR, 27.84; CI, 17.43-44.46, P<0.001) were all significant predictors of HCC. However, previous HBV exposure was not associated with HCC development (HR, 1.03; CI, 0.68-1.56; P=0.88). CONCLUSIONS: Data from this study indicate that previous HBV exposure is not a risk factor for the development of either pancreatic cancer or HCC.


Subject(s)
Carcinoma, Hepatocellular/virology , Hepatitis B/complications , Liver Neoplasms/virology , Pancreatic Neoplasms/virology , Age Factors , Carcinoma, Hepatocellular/epidemiology , Cohort Studies , Female , Hepatitis B/epidemiology , Humans , Liver Neoplasms/epidemiology , Male , Middle Aged , Multivariate Analysis , Pancreatic Neoplasms/epidemiology , Registries , Retrospective Studies , Risk Factors , Sex Factors
7.
J Am Med Inform Assoc ; 29(7): 1217-1224, 2022 06 14.
Article in English | MEDLINE | ID: mdl-35348718

ABSTRACT

OBJECTIVE: Tumor registries in integrated healthcare systems (IHCS) have high precision for identifying incident cancer but often miss recently diagnosed cancers or those diagnosed outside of the IHCS. We developed an algorithm using the electronic medical record (EMR) to identify people with a history of cancer not captured in the tumor registry to identify adults, aged 40-65 years, with no history of cancer. MATERIALS AND METHODS: The algorithm was developed at Kaiser Permanente Colorado, and then applied to 7 other IHCS. We included tumor registry data, diagnosis and procedure codes, chemotherapy files, oncology encounters, and revenue data to develop the algorithm. Each IHCS adapted the algorithm to their EMR data and calculated sensitivity and specificity to evaluate the algorithm's performance after iterative chart review. RESULTS: We included data from over 1.26 million eligible people across 8 IHCS; 55 601 (4.4%) were in a tumor registry, and 44848 (3.5%) had a reported cancer not captured in a registry. The common attributes of the final algorithm at each site were diagnosis and procedure codes. The sensitivity of the algorithm at each IHCS was 90.65%-100%, and the specificity was 87.91%-100%. DISCUSSION: Relying only on tumor registry data would miss nearly half of the identified cancers. Our algorithm was robust and required only minor modifications to adapt to other EMR systems. CONCLUSION: This algorithm can identify cancer cases regardless of when the diagnosis occurred and may be useful for a variety of research applications or quality improvement projects around cancer care.


Subject(s)
Delivery of Health Care, Integrated , Neoplasms , Adult , Algorithms , Data Collection , Electronic Health Records , Humans , Neoplasms/diagnosis
8.
J Racial Ethn Health Disparities ; 8(6): 1533-1538, 2021 12.
Article in English | MEDLINE | ID: mdl-33230736

ABSTRACT

BACKGROUND AND AIMS: Normal ranges of serum alanine aminotransferase (ALT) may vary by race. However, results from research studies are contradictory, and many of these studies have included only small numbers of African Americans. We investigated ALT values in patients without evidence of liver disease to determine whether normal ranges differ across race groups. We also evaluated whether a race- and sex-dependent upper limit of normal (ULN) would improve the ability of ALT to predict liver disease compared to the sex-dependent ULN currently in use. METHODS: We identified ICD9 codes for liver conditions and diabetes in medical records from a sample of 6719 patients. Analysis of variance (ANOVA) was used to assess differences in ALT log-transformed distributions by race. Logistic regression was used to evaluate whether the addition of race to the current sex-dependent ULN improves the ability of ALT to predict liver disease (assessed by area under the receiver operating characteristic curve (AUROC)). RESULTS: Among 1200 patients with BMI 18.5 < 25 and no evidence of liver disease or type 2 diabetes in their medical record, African Americans demonstrated significantly lower ALT (23.47 IU/L; 95% CL 22.87-24.10) than a combined group of Asian American/White/Other patients (25.71 IU/L; 95% CL 24.69-26.77). This difference remained across BMI categories. The race- and sex-dependent model demonstrated significantly better predictive ability than the sex-dependent model (AUROC = 66.6% versus 59.6%, respectively; p < 0.0001). CONCLUSIONS: In a large, racially diverse sample, African Americans demonstrated significantly lower ALT compared to non-African Americans; this difference remained as BMI increased. The establishment of race-specific normal ranges for ALT could contribute to better screening and care for African American patients.


Subject(s)
Black or African American , Diabetes Mellitus, Type 2 , Alanine Transaminase , Humans , Logistic Models , Reference Values
9.
Am J Epidemiol ; 171(1): 123-8, 2010 Jan 01.
Article in English | MEDLINE | ID: mdl-19969529

ABSTRACT

Cancer registries usually exclude nonmelanoma skin cancers (NMSC), despite the large population affected. Health maintenance organization (HMO) and health system administrative databases could be used as sampling frames for ascertaining NMSC. NMSC patients diagnosed between January 1, 1988, and December 31, 2007, from such defined US populations were identified by using 3 algorithms: NMSC International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes, NMSC treatment Current Procedural Terminology (CPT) codes, or both codes. A subset of charts was reviewed to verify NMSC diagnosis, including all records from HMO-enrollee members in 2007. Positive predictive values for NMSC ascertainment were calculated. Analyses of data from 1988-2007 ascertained 11,742 NMSC patients. A random sample of 965 cases was selected for chart review, and NMSCs were validated in 47.0% of ICD-9-CM-identified patients, 73.4% of CPT-identified patients, and 94.9% identified with both codes. All charts from HMO-health plan enrollees in 2007 were reviewed (n = 1,116). Cases of NMSC were confirmed in 96.5% of ICD-9-CM-identified patients, 98.3% of CPT-identified patients, and 98.7% identified with both codes. HMO administrative data can be used to ascertain NMSC with high positive predictive values with either ICD-9-CM or CPT code, but both codes may be necessary among non-HMO patient populations.


Subject(s)
Carcinoma, Squamous Cell/epidemiology , Health Maintenance Organizations/statistics & numerical data , Insurance Claim Review/statistics & numerical data , Neoplasms, Basal Cell/epidemiology , Skin Neoplasms/epidemiology , Adult , Aged , Algorithms , Databases, Factual , Female , Humans , Male , Michigan/epidemiology , Middle Aged , Prospective Studies , Registries , United States/epidemiology , Young Adult
10.
J Am Acad Dermatol ; 60(6): 929-33, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19375190

ABSTRACT

BACKGROUND: Nonmelanoma skin cancer (NMSC) incidence in patients with vitiligo has not been studied. OBJECTIVE: We sought to quantify the incidence of NMSC in patients with vitiligo. METHODS: A cohort of 477 patients with vitiligo and no history of NMSC seen in an outpatient academic center between January 2001 and December 2006 was established. All charts for patients with vitiligo were reviewed for incident NMSC, and histopathology verified. Age-adjusted (2000 US Standard Million) incidence rates were calculated and compared to US rates. RESULTS: Six patients with NMSC were identified; all were Caucasian (>61 years). Age-adjusted incidence rates were: basal cell carcinoma, male 1382/100,000; basal cell carcinoma, female 0; squamous cell carcinoma, male 465/100,000; squamous cell carcinoma, female 156/100,000. Except for basal cell carcinoma in females, all rates were higher than US rates but not statistically significant. LIMITATIONS: Comparison incidence rates from the general patient population during the same time period were unavailable. CONCLUSION: Health care providers should be aware of the possible risk of NMSC in Caucasian patients with vitiligo.


Subject(s)
Skin Neoplasms/epidemiology , Vitiligo/complications , Adolescent , Adult , Carcinoma, Basal Cell/epidemiology , Carcinoma, Squamous Cell/epidemiology , Female , Humans , Male , Middle Aged , United States/epidemiology
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