Barry I Graubard’s research while affiliated with National Cancer Institute (USA), National Institutes of Health and other places

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Publications (714)


Associations between circulating (A) total testosterone, (B) sex‐hormone binding globulin, and (C) calculated free testosterone concentrations and risk of liver cancer among males. Total testosterone, sex hormone‐binding globulin, and free testosterone were modelled using penalized smoothing splines. The models used age as the underlying time variable and were stratified by age group at recruitment and further adjusted for region at recruitment, body mass index, physical activity, Townsend deprivation index, smoking status, alcohol consumption, coffee intake, ethnicity, and diabetes status.
Associations between circulating (A) total testosterone, (B) sex‐hormone binding globulin, and (C) calculated free testosterone concentrations and risk of liver cancer among females. Total testosterone, sex hormone‐binding globulin, and free testosterone were modelled using penalized smoothing splines. The models used age as the underlying time variable and were stratified by age group at recruitment and further adjusted for region at recruitment, body mass index, physical activity, Townsend deprivation index, smoking status, alcohol consumption, coffee intake, ethnicity, diabetes status, and menopausal hormone therapy use. HR, hazard ratio.
Multivariable adjusted hazard ratios for total testosterone, sex‐hormone binding globulin, and free testosterone per doubling in concentration and risk of hepatocellular carcinoma (HCC) or intrahepatic cholangiocarcinoma (ICC) for (A) Males and (B) Females. All hormone concentrations are modelled as a doubling in concentration. The models included age as the underlying time variable and were stratified by age group at recruitment and further adjusted for region at recruitment, body mass index, physical activity, Townsend deprivation index, smoking status, alcohol consumption, coffee intake, ethnicity, diabetes status, and menopausal hormone therapy use (females only). χ² and p values for heterogeneity represent Wald's test for heterogeneity between liver cancer subgroups and total testosterone, SHBG, or free testosterone concentrations modelled per doubling of concentrations. CI, confidence interval; HR, hazard ratio; SHBG, sex hormone‐binding globulin.
Multivariable adjusted hazard ratios for total testosterone, sex‐hormone binding globulin, and free testosterone per doubling in concentration and risk of liver cancer by subgroups for (A) Males and (B) Females. All hormone concentrations were modelled as doubling in concentration (log2). The overall analysis hazard ratios and confidence intervals were obtained from the multivariable adjusted model, uncorrected for regression dilution/measurement error. The models included age as the underlying time variable and were stratified by age group at recruitment and further adjusted for region at recruitment, body mass index, physical activity, Townsend deprivation index, smoking status, alcohol consumption, coffee intake, ethnicity, diabetes status, and menopausal hormone therapy use (females only). χ² and p value for heterogeneity represent Wald's test for heterogeneity of time to diagnosis and age at diagnosis between the liver cancer subgroup and testosterone, SHBG, or free testosterone concentrations modelled per doubling of concentrations. For age at blood collection, alcohol intake, and body mass index, χ² and p values for heterogeneity were determined via likelihood ratio tests to include an interaction term between total testosterone, SHBG, or free testosterone concentrations and the subgroup of interest. CI, confidence interval; HR, hazard ratio; SHBG, sex hormone‐binding globulin.
Total testosterone, sex hormone‐binding globulin, and free testosterone concentrations and risk of primary liver cancer: A prospective analysis of 200,000 men and 180,000 postmenopausal women
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November 2024

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Eleanor L. Watts

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Katherine A. McGlynn

In most countries, males have ~2–3 times higher incidence of primary liver cancer than females. Sex hormones have been hypothesized to contribute to these differences, but the evidence remains unclear. Using data from the UK Biobank, which included ~200,000 males and ~180,000 postmenopausal females who provided blood samples at recruitment, we estimated hazard ratios (HR2) and 95% confidence intervals (CI) for a doubling in hormone concentration from multivariable adjusted Cox regression for circulating total testosterone, sex‐hormone binding globulin (SHBG), and free testosterone concentrations and risk of primary liver cancer. After a median of 11.8 years of follow‐up, 531 cases of primary liver cancer were observed, of which 366 occurred in males and 165 occurred in females. Total testosterone and SHBG were shown to be positively associated with liver cancer risk in both males and females (Total testosterone HR2: 3.42, 95% CI:2.42–4.84 and 1.29, 0.97–1.72, respectively; SHBG HR2: 5.44, 4.42–6.68 and 1.52, 1.09–2.12, respectively). However, free testosterone was inversely associated with primary liver cancer in males (HR2: 0.42, 0.32–0.55) and no association was observed in females. When analyses compared two main liver cancer subtypes, hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC), there was evidence of heterogeneity; associations for total testosterone and SHBG concentrations were only positively associated with HCC in both males (HR2: 3.56, 2.65–4.79 and 7.72, 6.12–9.73, respectively) and females (HR2: 1.65, 1.20–2.27 and 6.74, 3.93–11.5, respectively) but not with ICC. Further research understanding the mechanisms of how sex‐steroids may influence liver cancer risk is needed.

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Plant and Animal Fat Intake and Overall and Cardiovascular Disease Mortality

August 2024

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59 Reads

JAMA Internal Medicine

Importance The impact of dietary fat intake on long-term human health has attracted substantial research interest, and the health effects of diverse dietary fats depend on available food sources. Yet there is a paucity of data elucidating the links between dietary fats from specific food sources and health. Objective To study associations of dietary plant and animal fat intake with overall mortality and cardiovascular disease (CVD) mortality. Design, Setting, and Participants This large prospective cohort study took place in the US from 1995 to 2019. The analysis of men and women was conducted in the National Institutes of Health–AARP Diet and Health Study. Data were analyzed from February 2021 to May 2024. Exposures Specific food sources of dietary fats and other dietary information were collected at baseline, using a validated food frequency questionnaire. Main Outcomes and Measures Hazard ratios (HRs) and 24-year adjusted absolute risk differences (ARDs) were estimated using multivariable-adjusted Cox proportional hazards regression. Results The analysis included 407 531 men and women (231 881 [56.9%] male; the mean [SD] age of the cohort was 61.2 [5.4] years). During 8 107 711 person-years of follow-up, 185 111 deaths were ascertained, including 58 526 CVD deaths. After multivariable adjustment (including adjustment for the relevant food sources), a greater intake of plant fat (HRs, 0.91 and 0.86; adjusted ARDs, −1.10% and −0.73%; P for trend < .001), particularly fat from grains (HRs, 0.92 and 0.86; adjusted ARDs, −0.98% and −0.71%; P for trend < .001) and vegetable oils (HRs, 0.88 and 0.85; adjusted ARDs, −1.40% and −0.71%; P for trend < .001), was associated with a lower risk for overall and CVD mortality, respectively, comparing the highest to the lowest quintile. In contrast, a higher intake of total animal fat (HRs, 1.16 and 1.14; adjusted ARDs, 0.78% and 0.32%; P for trend < .001), dairy fat (HRs, 1.09 and 1.07; adjusted ARDs, 0.86% and 0.24%; P for trend < .001), or egg fat (HRs, 1.13 and 1.16; adjusted ARDs, 1.40% and 0.82%; P for trend < .001) was associated with an increased risk for mortality for overall and CVD mortality, respectively, comparing the highest to the lowest quintile. Replacement of 5% energy from animal fat with 5% energy from plant fat, particularly fat from grains or vegetable oils, was associated with a lower risk for mortality: 4% to 24% reduction in overall mortality, and 5% to 30% reduction in CVD mortality. Conclusions and Relevance The findings from this prospective cohort study demonstrated consistent but small inverse associations between a higher intake of plant fat, particularly fat from grains and vegetable oils, and a lower risk for both overall and CVD mortality. A diet with a high intake of animal-based fat, including fat from dairy foods and eggs, was also shown to be associated with an elevated risk for both overall and CVD mortality.


Genomic ascertainment of CHEK2-related cancer predisposition

August 2024

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27 Reads

Purpose. There is clear evidence that deleterious germline variants in CHEK2 increases risk for breast and prostate cancers; there is limited or conflicting evidence for other cancers. Genomic ascertainment was used to quantify cancer risk in CHEK2 germline pathogenic variant heterozygotes. Patients and Methods. Germline CHEK2 variants were extracted from two exome-sequenced biobanks linked to the electronic health record: UK Biobank (n= 469,765) and Geisinger MyCode (n=170,503). Variants were classified as per American College of Medical Genetics and Genomics (ACMG)/Association for Molecular Pathology (AMP) criteria. Heterozygotes harbored a CHEK2 pathogenic/likely pathogenic (P/LP) variant; controls harbored benign/likely benign CHEK2 variation or wildtype CHEK2. Tumor phenotype and demographic data were retrieved; to adjust for relatedness, association analysis was performed with SAIGE-GENE+ with Bonferroni correction. Results. In CHEK2 heterozygotes in both MyCode and UK Biobank, there was a significant excess risk of all cancers tested, including breast cancer (C50; OR=1.54 and 1.84, respectively), male genital organ cancer (C60-C63; OR=1.61 and 1.77 respectively), urinary tract cancer (C64-C68; OR=1.56 and 1.75, respectively) and lymphoid, hematopoietic, and related tissue cancer (C81-C96; OR=1.42 and 2.11, respectively). Compared to controls, age-dependent cancer penetrance in CHEK2 heterozygotes was significantly younger in both cohorts; no significant difference was observed between the penetrance of truncating and missense variants for cancer in either cohort. Overall survival was significantly decreased in CHEK2 heterozygotes in UK Biobank but there was no statistical difference in MyCode. Conclusion. Using genomic ascertainment in two population-scale cohorts, this investigation quantified the prevalence, penetrance, cancer phenotype and survival in CHEK2 heterozygotes. Tailored treatment options and surveillance strategies to manage those risks are warranted.


Use of cholesterol‐lowering medications in relation to risk of primary liver cancer in the Clinical Practice Research Datalink

July 2024

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19 Reads

Background Although the relation between statin use and liver cancer risk has been extensively examined, few studies have examined other cholesterol‐lowering medications in relation to liver cancer risk. The authors examined five classes of nonstatin medications and liver cancer risk. Methods A nested case–control including 3719 cases and 14,876 matched controls was conducted within the Clinical Practice Research Datalink. Additional matches on type 2 diabetes and chronic liver disease were also implemented. The medications examined included cholesterol absorption inhibitors, bile acid sequestrants, fibrates, niacin, and omega‐3 fatty acids. Conditional logistic regression estimated odds ratios and 95% confidence intervals. Results Cholesterol absorption inhibitor use was associated with reduced liver cancer risk in the overall analysis (odds ratio, 0.69; 95% confidence interval, 0.50–0.96) and in analyses based on type 2 diabetes and chronic liver disease status. Although bile acid sequestrant use was associated with increased liver cancer risk in the overall analysis (odds ratio, 5.31; 95% confidence interval, 3.53–7.97), the results of the analyses based on type 2 diabetes and chronic liver disease status were inconsistent. [Correction added on 19 August 2024, after first online publication: In the preceding sentence, the value ‘3.534’ has been changed to ‘3.54’.]. No associations were observed for the other medications. Conclusions Cholesterol absorption inhibitors may be associated with reduced liver cancer risk. Whether bile acid sequestrant use was associated with increased risk was only partially supported in the current study.


Data-integration with pseudoweights and survey-calibration: application to developing US-representative lung cancer risk models for use in screening

July 2024

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2 Reads

Journal of the Royal Statistical Society Series A (Statistics in Society)

Accurate cancer risk estimation is crucial to clinical decision-making, such as identifying high-risk people for screening. However, most existing cancer risk models incorporate data from epidemiologic studies, which usually cannot represent the target population. While population-based health surveys are ideal for making inference to the target population, they typically do not collect time-to-cancer incidence data. Instead, time-to-cancer specific mortality is often readily available on surveys via linkage to vital statistics. We develop calibrated pseudoweighting methods that integrate individual-level data from a cohort and a survey, and summary statistics of cancer incidence from national cancer registries. By leveraging individual-level cancer mortality data in the survey, the proposed methods impute time-to-cancer incidence for survey sample individuals and use survey calibration with auxiliary variables of influence functions generated from Cox regression to improve robustness and efficiency of the inverse-propensity pseudoweighting method in estimating pure risks. We develop a lung cancer incidence pure risk model from the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial using our proposed methods by integrating data from the National Health Interview Survey and cancer registries.


Efficient risk-based collection of biospecimens in cohort studies: Designing a prospective study of diagnostic performance for multicancer detection tests

July 2024

American Journal of Epidemiology

In cohort studies, it can be infeasible to collect specimens on an entire cohort. For example, to estimate sensitivity of multiple Multi-Cancer Detection (MCD) assays, we desire an extra 80mL of cell-free DNA (cfDNA) blood, but this much extra blood is too expensive for us to collect on everyone. We propose a novel epidemiologic study design that efficiently oversamples those at highest baseline disease risk from whom to collect specimens, to increase the number of future cases with cfDNA blood collection. The variance reduction ratio from our risk-based subsample versus a simple random (sub)sample (SRS) depends primarily on the ratio of risk model sensitivity to the fraction of the cohort selected for specimen collection subject to constraining the risk model specificity. In a simulation where we chose 34% of Prostate, Lung, Colorectal, and Ovarian Screening Trial cohort at highest risk of lung cancer for cfDNA blood collection, we could enrich the number of lung cancers 2.42-fold and the standard deviation of lung-cancer MCD sensitivity was 31-33% reduced versus SRS. Risk-based collection of specimens on a subsample of the cohort could be a feasible and efficient approach to collecting extra specimens for molecular epidemiology.


Citations (59)


... Weekend habits directly influence weight gain or unsuccessful weight loss, primarily due to inadequate dietary choices and a low frequency of physical activity [14]. Foods characterized by ultra-processed traits, such as those high in sugar and fat, an increased consumption of sugar-sweetened and alcoholic beverages, the higher prevalence of fast foods, and a lower intake of fiber-rich foods like fruits and vegetables are the primary contributors to energy imbalance during this period [14][15][16]. Moreover, total energy intake on weekends is positively associated with BMI, with greater energy intake on these days being more pronounced in individuals with higher body weight [16]. ...

Reference:

Weekend Variation in Ultra-Processed Food Intake of Patients after Metabolic and Bariatric Surgery: A Cross-Sectional Study
Self-Reported Weekend Temporal Eating Patterns of American Adults Differ From Weekday: National Health and Nutrition Examination Surveys: 2015–2020 Prepandemic
  • Citing Article
  • July 2024

Journal of the Academy of Nutrition and Dietetics

... Despite the limited evidence supporting the use of multivitamins for infection prevention, their use remains widespread. A recent U.S. study has reported that one in three adults in the U.S. use multivitamins [16]. It remains unclear whether vitamin supplementation influences the severity of infection or clinical outcomes. ...

Multivitamin Use and Mortality Risk in 3 Prospective US Cohorts
  • Citing Article
  • June 2024

JAMA Network Open

... There have been reports linking high WBC counts to aggressive tumors or poor prognosis. According to a large cohort study conducted in the UK Biobank, elevated WBC counts may indicate an overly active in ammatory response, which could contribute to the eventual onset of certain types of cancer [19]. In endometrial neoplasia, WBC counts were signi cantly higher in patients with cancer than in those with hyperplasia, according to a study that compared the hyperplasia, EC, and control groups [20]. ...

White Blood Cell Count, Neutrophil-to-Lymphocyte Ratio, and Incident Cancer in the UK Biobank
  • Citing Article
  • April 2024

Cancer Epidemiology Biomarkers & Prevention

... The exposed cohort included patients with positive SARS-CoV-2 tests or diagnostic codes for COVID-19 between 1 January 2020 and 31 December 2020 to eliminate the influence of the COVID-19 vaccine. Given the considerable proportion of undiagnosed individuals with COVID-19 in the whole population [15,16], we constructed a historically matched cohort using data collected prior to the pandemic. We firstly excluded individuals who withdrew their consent form (n = 194) or who did not report their ethnicities (n = 2,776). ...

Undiagnosed SARS-CoV-2 seropositivity during the first 6 months of the COVID-19 pandemic in the United States

... In exploring the effect of PFAS exposure on liver disease, Momo et al. [154] confirmed the increased liver enzyme findings in an NHANES population of 10,234 adults (2003-2018) that excluded heavy alcohol drinkers; however, there were inverse associations between "total PFAS" exposures (PFOS/PFOA/PFHxS/PFNA) and both nonalcoholic fatty liver disease (NAFLD) hepatic steatosis index and NAFLD fatty liver index (statistical significance varied by PFAS species and quartile of exposure). In addition, later years (lower PFAS exposures) showed generally lower odds of NAFLD in association with PFAS exposures as compared to earlier years, despite a growing prevalence of NAFLD in the dataset. ...

Associations of per- and polyfluoroalkyl substances and nonalcoholic fatty liver disease in the United States adult population, 2003–2018
  • Citing Article
  • January 2024

Environmental Epidemiology

... Moreover, this combination of technologies excels in eliminating carcinogens and other hazardous contaminants from wastewater. This improvement in effluent quality helps reduce health risks for humans and wildlife [71]. The reduction in pollutants with carcinogenic potential underscores the environmental and social benefits of these advanced treatment methods, as supported by the literature [27]. ...

Sociodemographic inequities in the burden of carcinogenic industrial air emissions in the United States
  • Citing Article
  • January 2024

JNCI Journal of the National Cancer Institute

... The incidence of GSD differs by sex, with females generally exhibiting a higher prevalence than males (20). This disparity is primarily attributed to hormone levels, particularly the biological effects of estrogen, which plays a pivotal role (21,22). Estrogen can increase cholesterol deposition in bile, thereby promoting gallstone crystallization (22). ...

Association with menopausal hormone therapy and asymptomatic gallstones in US women in the third National Health and Nutrition Examination Study

... Western Europe (13·8 per 100 000 population) and southern Europe (10·3 per 100 000 population) were the regions with the highest estimated ASRs of prevented lung-cancer deaths in female individuals. By contrast, eastern Africa (0·1 per 100 000 population), western Africa (0·1 per 100 000 population), and middle Africa (0·0 per 100 000 population) had the lowest ASRs in female individuals ( [26][27][28][29][30][31][32][33][34]. ...

Trends in smoking-attributable and smoking-unrelated lung cancer death rates in the U.S., 1991-2018
  • Citing Article
  • December 2023

JNCI Journal of the National Cancer Institute

... The increases in SARS-CoV-2 seropositivity by the sVNT can be attributed to the decrease in levels of anti-nucleocapsid antibodies within 5-15 months of infection, whereas anti-spike antibody levels persist and gradually decline over time, indicating time as a strong influential factor [55]. So far, natural SARS-CoV-2 infection has not been reported in cheetahs. ...

Dynamics of SARS-CoV-2 Seroprevalence in a Large US population Over a Period of 12 Months

... In a nested case-control study with 219 Article https://doi.org/10.1038/s41467-024-47960-8 liver cancer cases and 219 controls, MUFA were found to be positively associated with liver cancer risk while PUFA were inversely associated with risk 27 . In another study of biopsy-proven HCC patients, increased levels of SFA and MUFA but decreased levels of PUFA in plasma phospholipids were found in HCC patients relative to healthy controls as well as in cancerous tissue relative to its surrounding tissue 28 . ...

Identification of pre‐diagnostic lipid sets associated with liver cancer risk using untargeted lipidomics and chemical set analysis: A nested case‐control study within the ATBC cohort