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Publication Record


Increased non-AIDS mortality among persons with AIDS-defining events after antiretroviral therapy initiation.
Pettit AC, Giganti MJ, Ingle SM, May MT, Shepherd BE, Gill MJ, Fätkenheuer G, Abgrall S, Saag MS, Del Amo J, Justice AC, Miro JM, Cavasinni M, Dabis F, Monforte AD, Reiss P, Guest J, Moore D, Shepherd L, Obel N, Crane HM, Smith C, Teira R, Zangerle R, Sterne JA, Sterling TR, Antiretroviral Therapy Cohort Collaboration (ART-CC) investigators
(2018) J Int AIDS Soc 21:
MeSH Terms: Acquired Immunodeficiency Syndrome, Adult, Anti-HIV Agents, Cohort Studies, Female, Humans, Lymphoma, Non-Hodgkin, Male, Middle Aged, Pneumonia, Pneumocystis, Tuberculosis
Show Abstract · Added March 14, 2018
INTRODUCTION - HIV-1 infection leads to chronic inflammation and to an increased risk of non-AIDS mortality. Our objective was to determine whether AIDS-defining events (ADEs) were associated with increased overall and cause-specific non-AIDS related mortality after antiretroviral therapy (ART) initiation.
METHODS - We included HIV treatment-naïve adults from the Antiretroviral Therapy Cohort Collaboration (ART-CC) who initiated ART from 1996 to 2014. Causes of death were assigned using the Coding Causes of Death in HIV (CoDe) protocol. The adjusted hazard ratio (aHR) for overall and cause-specific non-AIDS mortality among those with an ADE (all ADEs, tuberculosis (TB), Pneumocystis jiroveci pneumonia (PJP), and non-Hodgkin's lymphoma (NHL)) compared to those without an ADE was estimated using a marginal structural model.
RESULTS - The adjusted hazard of overall non-AIDS mortality was higher among those with any ADE compared to those without any ADE (aHR 2.21, 95% confidence interval (CI) 2.00 to 2.43). The adjusted hazard of each of the cause-specific non-AIDS related deaths were higher among those with any ADE compared to those without, except metabolic deaths (malignancy aHR 2.59 (95% CI 2.13 to 3.14), accident/suicide/overdose aHR 1.37 (95% CI 1.05 to 1.79), cardiovascular aHR 1.95 (95% CI 1.54 to 2.48), infection aHR (95% CI 1.68 to 2.81), hepatic aHR 2.09 (95% CI 1.61 to 2.72), respiratory aHR 4.28 (95% CI 2.67 to 6.88), renal aHR 5.81 (95% CI 2.69 to 12.56) and central nervous aHR 1.53 (95% CI 1.18 to 5.44)). The risk of overall and cause-specific non-AIDS mortality differed depending on the specific ADE of interest (TB, PJP, NHL).
CONCLUSIONS - In this large multi-centre cohort collaboration with standardized assignment of causes of death, non-AIDS mortality was twice as high among patients with an ADE compared to without an ADE. However, non-AIDS related mortality after an ADE depended on the ADE of interest. Although there may be unmeasured confounders, these findings suggest that a common pathway may be independently driving both ADEs and NADE mortality. While prevention of ADEs may reduce subsequent death due to NADEs following ART initiation, modification of risk factors for NADE mortality remains important after ADE survival.
© 2018 The Authors. Journal of the International AIDS Society published by John Wiley & sons Ltd on behalf of the International AIDS Society.
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11 MeSH Terms
Myc enhances B-cell receptor signaling in precancerous B cells and confers resistance to Btk inhibition.
Moyo TK, Wilson CS, Moore DJ, Eischen CM
(2017) Oncogene 36: 4653-4661
MeSH Terms: Agammaglobulinaemia Tyrosine Kinase, Animals, B-Lymphocytes, CD79 Antigens, Cell Proliferation, Flow Cytometry, Humans, Lymphoma, Non-Hodgkin, Male, Mice, Mice, Inbred C57BL, Mitogen-Activated Protein Kinase 3, Phosphatidylinositol 3-Kinases, Phospholipase C gamma, Phosphorylation, Precancerous Conditions, Protein-Tyrosine Kinases, Proto-Oncogene Proteins c-myc, Pyrazoles, Pyrimidines, Receptors, Antigen, B-Cell, Splenic Neoplasms, Syk Kinase
Show Abstract · Added April 6, 2017
Dysregulation of the oncogenic transcription factor MYC induces B-cell transformation and is a driver for B-cell non-Hodgkin lymphoma (B-NHL). MYC overexpression in B-NHL is associated with more aggressive phenotypes and poor prognosis. Although genomic studies suggest a link between MYC overexpression and B-cell receptor (BCR) signaling molecules in B-NHL, signaling pathways essential to Myc-mediated B-cell transformation have not been fully elucidated. We utilized intracellular phospho-flow cytometry to investigate the relationship between Myc and BCR signaling in pre-malignant B cells. Utilizing the Eμ-myc mouse model, where Myc is overexpressed specifically in B cells, both basal and stimulated BCR signaling were increased in precancerous B lymphocytes from Eμ-myc mice compared with wild-type littermates. B cells overexpressing Myc displayed constitutively higher levels of activated CD79α, Btk, Plcγ2 and Erk1/2. Notably, Myc-overexpressing B cells maintained elevated BCR signaling despite treatment with ibrutinib, a Bruton's tyrosine kinase inhibitor. Furthermore, PI3K/Akt pathway signaling was also increased in Eμ-myc B cells, and this increase was partially suppressed with ibrutinib. In addition, experiments with Btk-null B cells revealed off-target effects of ibrutinib on BCR signaling. Our data show that in pre-malignant B cells, Myc overexpression is sufficient to activate BCR and PI3K/Akt signaling pathways and further enhances signaling following BCR ligation. Therefore, our results indicate that precancerous B cells have already acquired enhanced survival and growth capabilities before transformation, and that elevated MYC levels confer resistance to pharmacologic inhibitors of BCR signaling, which has significant implications for B-NHL treatment.
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23 MeSH Terms
Cumulative Incidence of Cancer Among Persons With HIV in North America: A Cohort Study.
Silverberg MJ, Lau B, Achenbach CJ, Jing Y, Althoff KN, D'Souza G, Engels EA, Hessol NA, Brooks JT, Burchell AN, Gill MJ, Goedert JJ, Hogg R, Horberg MA, Kirk GD, Kitahata MM, Korthuis PT, Mathews WC, Mayor A, Modur SP, Napravnik S, Novak RM, Patel P, Rachlis AR, Sterling TR, Willig JH, Justice AC, Moore RD, Dubrow R, North American AIDS Cohort Collaboration on Research and Design of the International Epidemiologic Databases to Evaluate AIDS
(2015) Ann Intern Med 163: 507-18
MeSH Terms: Adult, Age Distribution, Aged, Anus Neoplasms, Cohort Studies, Colorectal Neoplasms, Comorbidity, Female, HIV Infections, Humans, Incidence, Liver Neoplasms, Lung Neoplasms, Lymphoma, Non-Hodgkin, Male, Middle Aged, Neoplasms, North America, Proportional Hazards Models, Sarcoma, Kaposi
Show Abstract · Added February 17, 2016
BACKGROUND - Cancer is increasingly common among persons with HIV.
OBJECTIVE - To examine calendar trends in cumulative cancer incidence and hazard rate by HIV status.
DESIGN - Cohort study.
SETTING - North American AIDS Cohort Collaboration on Research and Design during 1996 to 2009.
PARTICIPANTS - 86 620 persons with HIV and 196 987 uninfected adults.
MEASUREMENTS - Cancer type-specific cumulative incidence by age 75 years and calendar trends in cumulative incidence and hazard rates, each by HIV status.
RESULTS - Cumulative incidences of cancer by age 75 years for persons with and without HIV, respectively, were as follows: Kaposi sarcoma, 4.4% and 0.01%; non-Hodgkin lymphoma, 4.5% and 0.7%; lung cancer, 3.4% and 2.8%; anal cancer, 1.5% and 0.05%; colorectal cancer, 1.0% and 1.5%; liver cancer, 1.1% and 0.4%; Hodgkin lymphoma, 0.9% and 0.09%; melanoma, 0.5% and 0.6%; and oral cavity/pharyngeal cancer, 0.8% and 0.8%. Among persons with HIV, calendar trends in cumulative incidence and hazard rate decreased for Kaposi sarcoma and non-Hodgkin lymphoma. For anal, colorectal, and liver cancer, increasing cumulative incidence, but not hazard rate trends, were due to the decreasing mortality rate trend (-9% per year), allowing greater opportunity to be diagnosed. Despite decreasing hazard rate trends for lung cancer, Hodgkin lymphoma, and melanoma, cumulative incidence trends were not seen because of the compensating effect of the declining mortality rate.
LIMITATION - Secular trends in screening, smoking, and viral co-infections were not evaluated.
CONCLUSION - Cumulative cancer incidence by age 75 years, approximating lifetime risk in persons with HIV, may have clinical utility in this population. The high cumulative incidences by age 75 years for Kaposi sarcoma, non-Hodgkin lymphoma, and lung cancer support early and sustained antiretroviral therapy and smoking cessation.
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20 MeSH Terms
Soluble levels of CD27 and CD30 are associated with risk of non-Hodgkin lymphoma in three Chinese prospective cohorts.
Bassig BA, Shu XO, Koh WP, Gao YT, Purdue MP, Butler LM, Adams-Haduch J, Xiang YB, Kemp TJ, Wang R, Pinto LA, Zheng T, Ji BT, Hosgood HD, Hu W, Yang G, Zhang H, Chow WH, Kim C, Seow WJ, Zheng W, Yuan JM, Lan Q, Rothman N
(2015) Int J Cancer 137: 2688-95
MeSH Terms: Adult, Aged, Asian Continental Ancestry Group, B-Lymphocytes, Biomarkers, Tumor, Case-Control Studies, Far East, Female, Humans, Ki-1 Antigen, Lymphocyte Activation, Lymphoma, Non-Hodgkin, Male, Middle Aged, Prospective Studies, Risk, Risk Factors, Tumor Necrosis Factor Receptor Superfamily, Member 7
Show Abstract · Added May 4, 2017
Prospective studies conducted in Western populations have suggested that alterations in soluble CD27 (sCD27) and soluble CD30 (sCD30), two markers indicative of B-cell activation, are associated with risk of non-Hodgkin lymphoma (NHL). Given that the characteristics of NHL in East Asia differ from the West and mechanistic commonalities between these populations with respect to the role of intermediate endpoint biomarkers in lymphomagenesis have not been explored, we conducted a pooled nested case-control study from three prospective studies of Chinese men and women including 218 NHL cases and 218 individually matched controls. Compared with the lowest quartile, ORs (95% CIs) for the second, third and fourth quartiles of sCD27 were 1.60 (0.83-3.09), 1.94 (0.98-3.83) and 4.45 (2.25-8.81), respectively (p(trend) = 0.000005). The corresponding ORs for sCD30 were 1.74 (0.85-3.58), 1.86 (0.94-3.67) and 5.15 (2.62-10.12; p(trend) = 0.0000002). These associations remained statistically significant in individuals diagnosed with NHL 10 or more years after blood draw. Notably, the magnitude of the associations with NHL risk was very similar to those in Western populations in previous studies. These findings of the similar association between sCD27 or sCD30 and NHL risk across different populations support an important underlying mechanism of B-cell activation in lymphomagenesis.
© 2015 UICC.
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18 MeSH Terms
Type 2 diabetes and the risk of non-Hodgkin's lymphoma: a report from two population-based cohort studies in China.
Yang WS, Li HL, Xu HL, Yang G, Gao YT, Zheng W, Shu XO, Xiang YB
(2016) Eur J Cancer Prev 25: 149-54
MeSH Terms: Adult, Aged, China, Diabetes Mellitus, Type 2, Female, Follow-Up Studies, Humans, Incidence, Lymphoma, Non-Hodgkin, Male, Middle Aged, Prognosis, Proportional Hazards Models, Prospective Studies, Risk Factors, Surveys and Questionnaires
Show Abstract · Added May 4, 2017
Coinciding with the increased incidence of non-Hodgkin's lymphoma (NHL) during the past decades, there has been a significant increase in the prevalence of diabetes mellitus in mainland China. We therefore evaluated whether type 2 diabetes (T2D) is associated with the risk of NHL using data from the Shanghai Men's Health Study (SMHS) and the Shanghai Women's Health Study (SWHS). The SMHS and SWHS are two on-going, prospective, population-based cohorts of more than 130 000 Chinese adults in urban Shanghai. Self-reported diabetes was recorded on the baseline questionnaire and updated in follow-up surveys. Cox regression models with T2D as a time-varying exposure were used to estimate hazard ratios and 95% confidence intervals, adjusting for covariates. After a median follow-up of 12.9 years for SWHS and 7.4 years for SMHS, 172 NHL cases were identified. Patients with T2D have a higher risk of incident NHL with a hazard ratio of 2.00 (95% confidence interval: 1.32-3.03) compared with those without diabetes. This positive association remained when the analysis was restricted to untreated diabetes or after excluding NHL cases that occurred within 3 years after the onset of diabetes. No interaction effect was found in the development of NHL between T2D and other potential risk factors. A linear inverse association was found between T2D duration and the risk of NHL in both men and women (Pfor linearity<0.01), with a highest risk of incident NHL in the first 5 years after the diagnosis of diabetes. Our study suggested that T2D might be associated with an increased risk of NHL.
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16 MeSH Terms
Occupational Exposure to Benzene and Non-Hodgkin Lymphoma in a Population-Based Cohort: The Shanghai Women's Health Study.
Bassig BA, Friesen MC, Vermeulen R, Shu XO, Purdue MP, Stewart PA, Xiang YB, Chow WH, Zheng T, Ji BT, Yang G, Linet MS, Hu W, Zhang H, Zheng W, Gao YT, Rothman N, Lan Q
(2015) Environ Health Perspect 123: 971-7
MeSH Terms: Adult, Aged, Benzene, China, Female, Humans, Lymphoma, Non-Hodgkin, Middle Aged, Occupational Diseases, Occupational Exposure, Prospective Studies, Risk Assessment, Women's Health
Show Abstract · Added May 4, 2017
BACKGROUND - The association between benzene exposure and non-Hodgkin lymphoma (NHL) has been the subject of debate as a result of inconsistent epidemiologic evidence. An International Agency for Research on Cancer (IARC) working group evaluated benzene in 2009 and noted evidence for a positive association between benzene exposure and NHL risk.
OBJECTIVE - We evaluated the association between occupational benzene exposure and NHL among 73,087 women enrolled in the prospective population-based Shanghai Women's Health Study.
METHODS - Benzene exposure estimates were derived using a previously developed exposure assessment framework that combined ordinal job-exposure matrix intensity ratings with quantitative benzene exposure measurements from an inspection database of Shanghai factories collected between 1954 and 2000. Associations between benzene exposure metrics and NHL (n = 102 cases) were assessed using Cox proportional hazard models, with study follow-up occurring from December 1996 through December 2009.
RESULTS - Women ever exposed to benzene had a significantly higher risk of NHL [hazard ratio (HR) = 1.87, 95% CI: 1.19, 2.96]. Compared with unexposed women, significant trends in NHL risk were observed for increasing years of benzene exposure (p(trend) = 0.006) and increasing cumulative exposure levels (p(trend) = 0.005), with the highest duration and cumulative exposure tertiles having a significantly higher association with NHL (HR = 2.07, 95% CI: 1.07, 4.01 and HR = 2.16, 95% CI: 1.17, 3.98, respectively).
CONCLUSIONS - Our findings, using a population-based prospective cohort of women with diverse occupational histories, provide additional evidence that occupational exposure to benzene is associated with NHL risk.
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13 MeSH Terms
Allotransplantation for patients age ≥40 years with non-Hodgkin lymphoma: encouraging progression-free survival.
McClune BL, Ahn KW, Wang HL, Antin JH, Artz AS, Cahn JY, Deol A, Freytes CO, Hamadani M, Holmberg LA, Jagasia MH, Jakubowski AA, Kharfan-Dabaja MA, Lazarus HM, Miller AM, Olsson R, Pedersen TL, Pidala J, Pulsipher MA, Rowe JM, Saber W, van Besien KW, Waller EK, Aljurf MD, Akpek G, Bacher U, Chao NJ, Chen YB, Cooper BW, Dehn J, de Lima MJ, Hsu JW, Lewis ID, Marks DI, McGuirk J, Cairo MS, Schouten HC, Szer J, Ramanathan M, Savani BN, Seftel M, Socie G, Vij R, Warlick ED, Weisdorf DJ
(2014) Biol Blood Marrow Transplant 20: 960-8
MeSH Terms: Adult, Age Factors, Disease-Free Survival, Female, Hematopoietic Stem Cell Transplantation, Humans, Lymphoma, Non-Hodgkin, Male, Middle Aged, Survival Analysis, Transplantation Conditioning, Transplantation, Homologous
Show Abstract · Added March 20, 2014
Non-Hodgkin lymphoma (NHL) disproportionately affects older patients, who do not often undergo allogeneic hematopoietic cell transplantation (HCT). We analyzed Center for International Blood and Marrow Transplant Research data on 1248 patients age ≥40 years receiving reduced-intensity conditioning (RIC) or nonmyeloablative (NMA) conditioning HCT for aggressive (n = 668) or indolent (n = 580) NHL. Aggressive lymphoma was more frequent in the oldest cohort 49% for age 40 to 54 versus 57% for age 55 to 64 versus 67% for age ≥65; P = .0008). Fewer patients aged ≥65 had previous autografting (26% versus 24% versus 9%; P = .002). Rates of relapse, acute and chronic GVHD, and nonrelapse mortality (NRM) at 1 year post-HCT were similar in the 3 age cohorts (22% [95% confidence interval (CI), 19% to 26%] for age 40 to 54, 27% [95% CI, 23% to 31%] for age 55 to 64, and 34% [95% CI, 24% to 44%] for age ≥65. Progression-free survival (PFS) and overall survival (OS) at 3 years was slightly lower in the older cohorts (OS: 54% [95% CI, 50% to 58%] for age 40 to 54; 40% [95% CI, 36% to 44%] for age 55 to 64, and 39% [95% CI, 28% to 50%] for age ≥65; P < .0001). Multivariate analysis revealed no significant effect of age on the incidence of acute or chronic GVHD or relapse. Age ≥55 years, Karnofsky Performance Status <80, and HLA mismatch adversely affected NRM, PFS, and OS. Disease status at HCT, but not histological subtype, was associated with worse NRM, relapse, PFS, and OS. Even for patients age ≥55 years, OS still approached 40% at 3 years, suggesting that HCT affects long-term remission and remains underused in qualified older patients with NHL.
Copyright © 2014 American Society for Blood and Marrow Transplantation. Published by Elsevier Inc. All rights reserved.
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12 MeSH Terms
Pleiotropy of cancer susceptibility variants on the risk of non-Hodgkin lymphoma: the PAGE consortium.
Lim U, Kocarnik JM, Bush WS, Matise TC, Caberto C, Park SL, Carlson CS, Deelman E, Duggan D, Fesinmeyer M, Haiman CA, Henderson BE, Hindorff LA, Kolonel LN, Peters U, Stram DO, Tiirikainen M, Wilkens LR, Wu C, Kooperberg C, Le Marchand L
(2014) PLoS One 9: e89791
MeSH Terms: Case-Control Studies, Genetic Pleiotropy, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Lymphoma, Non-Hodgkin, Polymorphism, Single Nucleotide, Risk
Show Abstract · Added February 12, 2015
BACKGROUND - Risk of non-Hodgkin lymphoma (NHL) is higher among individuals with a family history or a prior diagnosis of other cancers. Genome-wide association studies (GWAS) have suggested that some genetic susceptibility variants are associated with multiple complex traits (pleiotropy).
OBJECTIVE - We investigated whether common risk variants identified in cancer GWAS may also increase the risk of developing NHL as the first primary cancer.
METHODS - As part of the Population Architecture using Genomics and Epidemiology (PAGE) consortium, 113 cancer risk variants were analyzed in 1,441 NHL cases and 24,183 controls from three studies (BioVU, Multiethnic Cohort Study, Women's Health Initiative) for their association with the risk of overall NHL and common subtypes [diffuse large B-cell lymphoma (DLBCL), follicular lymphoma (FL), chronic lymphocytic leukemia or small lymphocytic lymphoma (CLL/SLL)] using an additive genetic model adjusted for age, sex and ethnicity. Study-specific results for each variant were meta-analyzed across studies.
RESULTS - The analysis of NHL subtype-specific GWAS SNPs and overall NHL suggested a shared genetic susceptibility between FL and DLBCL, particularly involving variants in the major histocompatibility complex region (rs6457327 in 6p21.33: FL OR=1.29, p=0.013; DLBCL OR=1.23, p=0.013; NHL OR=1.22, p=5.9 × E-05). In the pleiotropy analysis, six risk variants for other cancers were associated with NHL risk, including variants for lung (rs401681 in TERT: OR per C allele=0.89, p=3.7 × E-03; rs4975616 in TERT: OR per A allele=0.90, p=0.01; rs3131379 in MSH5: OR per T allele=1.16, p=0.03), prostate (rs7679673 in TET2: OR per C allele=0.89, p=5.7 × E-03; rs10993994 in MSMB: OR per T allele=1.09, p=0.04), and breast (rs3817198 in LSP1: OR per C allele=1.12, p=0.01) cancers, but none of these associations remained significant after multiple test correction.
CONCLUSION - This study does not support strong pleiotropic effects of non-NHL cancer risk variants in NHL etiology; however, larger studies are warranted.
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8 MeSH Terms
Outcomes of autologous or allogeneic stem cell transplantation for non-Hodgkin lymphoma.
Reddy NM, Oluwole O, Greer JP, Engelhardt BG, Jagasia MH, Savani BN
(2014) Exp Hematol 42: 39-45
MeSH Terms: Adult, Aged, Disease-Free Survival, Female, Hematopoietic Stem Cell Transplantation, Humans, Lymphoma, Non-Hodgkin, Male, Middle Aged, Transplantation, Autologous, Transplantation, Homologous, Treatment Outcome
Show Abstract · Added March 20, 2014
Transplant outcomes of autologous or allogeneic stem cell transplantation (SCT) have not been elucidated as a single cohort in non-Hodgkin lymphoma (NHL). We analyzed the outcomes of 270 adult recipients receiving autologous (auto) SCT (n = 198) or allogeneic (allo) SCT (n = 72) for NHL between the years 2000 and 2010. Five-year overall survival rates for B and T cell NHL were 58% and 50%, respectively (allo-SCT 51% vs. 54% for B and T-cell NHL, and auto-SCT 60% vs. 47% for B and T cell lymphoma, respectively). In multivariate analysis, the number of chemotherapy regimens and disease status pre-SCT were independently associated with long-term outcome after SCT (for both auto- and allo-SCT). We conclude that the type of transplantation offered to patients, based on patient selection and disease-related factors, can achieve long-term survival, highlighting the importance of further improvement in disease control and reducing procedure-related mortality. The role of transplantation needs to be reevaluated in the era of targeted therapy.
Copyright © 2014 ISEH - Society for Hematology and Stem Cells. All rights reserved.
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12 MeSH Terms
Meat, milk and risk of lymphoid malignancies: a case-control study in Uruguay.
De Stefani E, Ronco AL, Deneo-Pellegrini H, Boffetta P, Correa P, Barrios E, Acosta G, Mendilaharsu M
(2013) Nutr Cancer 65: 375-83
MeSH Terms: Adult, Aged, Aged, 80 and over, Alcoholic Beverages, Animals, Case-Control Studies, Female, Food Handling, Fruit, Hodgkin Disease, Humans, Leukemia, Lymphoid, Lymphoma, Non-Hodgkin, Lymphoproliferative Disorders, Male, Meat, Meat Products, Middle Aged, Milk, Multiple Myeloma, Risk Factors, Surveys and Questionnaires, Uruguay, Vegetables, Wine
Show Abstract · Added September 3, 2013
In the time period 1996-2004, 697 cases with lymphoid neoplasms and 3606 controls with nonneoplastic conditions were included in a case-control study conducted in the Cancer Institute of Uruguay. They were administered a routine questionnaire that included 8 sections and a food frequency questionnaire focused on intakes of total meat, red meat, salted meat, barbecued meat, processed meat, milk, total vegetables and total fruits, and alcoholic beverages. Lymphoid cancers were analyzed by multiple polytomous regression. Red meat, salted meat, and milk were positively associated with risk of lymphoid cancers [odds ratios (OR) for the highest tertile vs. the lowest one of red meat = 1.68, 95% confidence interval (CI) 1.37-2.08, OR for whole milk = 2.92, 95% CI 2.63-3.63). On the other hand, plant foods, particularly total fruits, and alcoholic beverages (mainly red wine) were protective. We could conclude that these foods could play a significant role in the etiology of lymphoid malignancies.
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25 MeSH Terms