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Persistent organic pollutants and promoter hypermethylation of the O(6)-methylguanine-DNA methyltransferase gene

Park, Soo Yeun; Kim, Ki-Su; Lee, Yu-Mi; Kim, Mi-Jin; Jacobs, David R; Porta, Miquel; Kim, Dong-Sun; Lee, Duk-Hee
Promoter hypermethylation of the O(6)-methylguanine-DNA methyltransferase (MGMT) DNA repair gene is important during carcinogenesis. We explored whether organochlorine pesticides (OCPs) and polychlorinated biphenyls (PCBs), were associated with hypermethylation of the MGMT gene promoter in peripheral leukocytes among 368 Koreans without cancer. Hypermethylation decreased as OCPs increased (Ptrend = 0.02), while PCB concentrations showed an inverted U-shaped association (Pquadratic < 0.01). The prevalence of MGMT promoter hypermethylation was highest within the 2nd quintile of the PCB summary score (28.4%), while it was only 2.7% in the upper 10% score. Chronic exposure to these chemicals may affect methylation of the MGMT promoter, with possibly non-monotonic dose response relationships.
PMID: 25585924
ISSN: 1366-5804
CID: 4214102

Persistent organic pollutants in young adults and changes in glucose related metabolism over a 23-year follow-up

Suarez-Lopez, Jose R; Lee, Duk-Hee; Porta, Miquel; Steffes, Michael W; Jacobs, David R
OBJECTIVES/OBJECTIVE:Substantial evidence associates persistent organic pollutants (POP) with metabolic disturbances related to diabetes, but longitudinal studies with repeated measures are scarce. We aimed to characterize the association between background exposures to POPs with repeated measures of glucose homeostasis over 23-years. METHODS:Within the Coronary Artery Risk Development in Young Adults study (year 0 ages: 18-30 years), we measured POPs in serum obtained in 1987-88 (follow-up year 2) in 90 non-diabetic controls and 90 cases diabetes-free at year 2 who became diabetic by year 20. We analyzed 32 POPs detectable in ≥75% of participants and created summary scores for 32 POPs, 23 polychlorinated biphenyls (PCB), and 8 organochlorine pesticides (OCP). Dependent variables were measures of glucose homeostasis at years 0-25 (up to 8 examinations). We explored associations using repeated measures regression adjusted for race, sex, concurrent body mass index (BMI), examination center and period, separately for cases and controls. RESULTS:The associations between the three summary scores and measures of glucose homeostasis were present for observations at ages 40-55 years, and particularly between 48-55 years: the 23 PCB summary was associated with HbA1c (never-diabetics: slope [value per unit of summary score], β=0.008, p=0.02; diabetics: β=0.03, p=0.07), fasting glucose (never-diabetics: β=0.24, p=0.003; diabetics: β=1.10, p=0.03), and insulin sensitivity% (never-diabetics: β=-2.82, p<0.001, diabetics: β=-0.31, p=0.30). No associations were observed at younger ages. CONCLUSIONS:Glucose homeostasis may worsen after decades of exposure to PCBs and OCPs at background environmental levels, independent of BMI and after participants reached the 5th decade of life.
PMCID:4429782
PMID: 25706918
ISSN: 1096-0953
CID: 4214122

Vitamin d metabolic pathway genes and pancreatic cancer risk

Arem, Hannah; Yu, Kai; Xiong, Xiaoqin; Moy, Kristin; Freedman, Neal D; Mayne, Susan T; Albanes, Demetrius; Arslan, Alan A; Austin, Melissa; Bamlet, William R; Beane-Freeman, Laura; Bracci, Paige; Canzian, Federico; Cotterchio, Michelle; Duell, Eric J; Gallinger, Steve; Giles, Graham G; Goggins, Michael; Goodman, Phyllis J; Hartge, Patricia; Hassan, Manal; Helzlsouer, Kathy; Henderson, Brian; Holly, Elizabeth A; Hoover, Robert; Jacobs, Eric J; Kamineni, Aruna; Klein, Alison; Klein, Eric; Kolonel, Laurence N; Li, Donghui; Malats, Nuria; Mannisto, Satu; McCullough, Marjorie L; Olson, Sara H; Orlow, Irene; Peters, Ulrike; Petersen, Gloria M; Porta, Miquel; Severi, Gianluca; Shu, Xiao-Ou; Visvanathan, Kala; White, Emily; Yu, Herbert; Zeleniuch-Jacquotte, Anne; Zheng, Wei; Tobias, Geoffrey S; Maeder, Dennis; Brotzman, Michelle; Risch, Harvey; Sampson, Joshua N; Stolzenberg-Solomon, Rachael Z
Evidence on the association between vitamin D status and pancreatic cancer risk is inconsistent. This inconsistency may be partially attributable to variation in vitamin D regulating genes. We selected 11 vitamin D-related genes (GC, DHCR7, CYP2R1, VDR, CYP27B1, CYP24A1, CYP27A1, RXRA, CRP2, CASR and CUBN) totaling 213 single nucleotide polymorphisms (SNPs), and examined associations with pancreatic adenocarcinoma. Our study included 3,583 pancreatic cancer cases and 7,053 controls from the genome-wide association studies of pancreatic cancer PanScans-I-III. We used the Adaptive Joint Test and the Adaptive Rank Truncated Product statistic for pathway and gene analyses, and unconditional logistic regression for SNP analyses, adjusting for age, sex, study and population stratification. We examined effect modification by circulating vitamin D concentration (50 nmol/L) for the most significant SNPs using a subset of cohort cases (n = 713) and controls (n = 878). The vitamin D metabolic pathway was not associated with pancreatic cancer risk (p = 0.830). Of the individual genes, none were associated with pancreatic cancer risk at a significance level of p<0.05. SNPs near the VDR (rs2239186), LRP2 (rs4668123), CYP24A1 (rs2762932), GC (rs2282679), and CUBN (rs1810205) genes were the top SNPs associated with pancreatic cancer (p-values 0.008-0.037), but none were statistically significant after adjusting for multiple comparisons. Associations between these SNPs and pancreatic cancer were not modified by circulating concentrations of vitamin D. These findings do not support an association between vitamin D-related genes and pancreatic cancer risk. Future research should explore other pathways through which vitamin D status might be associated with pancreatic cancer risk.
PMCID:4370655
PMID: 25799011
ISSN: 1932-6203
CID: 1513822

A Multicenter Trial Defining a Serum Protein Signature Associated with Pancreatic Ductal Adenocarcinoma

Gerdtsson, Anna S; Malats, Núria; Säll, Anna; Real, Francisco X; Porta, Miquel; Skoog, Petter; Persson, Helena; Wingren, Christer; Borrebaeck, Carl A K
Background. Pancreatic ductal adenocarcinoma (PDAC) is an aggressive disease with rapid tumor progression and poor prognosis. This study was motivated by the lack of sensitive and specific PDAC biomarkers and aimed to identify a diagnostic, serum protein signature for PDAC. Methods. To mimic a real life test situation, a multicenter trial comprising a serum sample cohort, including 338 patients with either PDAC or other pancreatic diseases (OPD) and controls with nonpancreatic conditions (NPC), was analyzed on 293-plex recombinant antibody microarrays targeting immunoregulatory and cancer-associated antigens. Results. Serum samples collected from different hospitals were analyzed and showed that (i) sampling from five different hospitals could not be identified as a preanalytical variable and (ii) a multiplexed biomarker signature could be identified, utilizing up to 10 serum markers that could discriminate PDAC from controls, with sensitivities and specificities in the 91-100% range. The first protein profiles associated with the location of the primary tumor in the pancreas could also be identified. Conclusions. The results demonstrate that robust enough serum signatures could be identified in a multicenter trial, potentially contributing to the development of a multiplexed biomarker immunoassay for improved PDAC diagnosis.
PMCID:4637476
PMID: 26587286
ISSN: 2090-2166
CID: 4214182

Correction: Vitamin D Metabolic Pathway Genes and Pancreatic Cancer Risk [Correction]

Arem, Hannah; Yu, Kai; Xiong, Xiaoqin; Moy, Kristin; Freedman, Neal D; Mayne, Susan T; Albanes, Demetrius; Amundadottir, Laufey T; Arslan, Alan A; Austin, Melissa; Bamlet, William R; Beane-Freeman, Laura; Bracci, Paige; Canzian, Federico; Chanock, Stephen J; Cotterchio, Michelle; Duell, Eric J; Gallinger, Steve; Giles, Graham G; Goggins, Michael; Goodman, Phyllis J; Hartge, Patricia; Hassan, Manal; Helzlsouer, Kathy; Henderson, Brian; Holly, Elizabeth A; Hoover, Robert; Jacobs, Eric J; Kamineni, Aruna; Klein, Alison; Klein, Eric; Kolonel, Laurence N; Li, Donghui; Malats, Nuria; Mannisto, Satu; McCullough, Marjorie L; Olson, Sara H; Orlow, Irene; Peters, Ulrike; Petersen, Gloria M; Porta, Miquel; Severi, Gianluca; Shu, Xiao-Ou; Van Den Eeden, Stephen; Visvanathan, Kala; White, Emily; Yu, Herbert; Zeleniuch-Jacquotte, Anne; Zheng, Wei; Tobias, Geoffrey S; Maeder, Dennis; Brotzman, Michelle; Risch, Harvey; Sampson, Joshua N; Stolzenberg-Solomon, Rachael Z
[This corrects the article DOI: 10.1371/journal.pone.0117574.].
PMCID:4454722
PMID: 26039095
ISSN: 1932-6203
CID: 1615592

Adjusting serum concentrations of organochlorine compounds by lipids and symptoms: a causal framework for the association with K-ras mutations in pancreatic cancer

López, Tomàs; Pumarega, José A; Pollack, Anna Z; Lee, Duk-Hee; Richiardi, Lorenzo; Jacobs, David R; Schisterman, Enrique F; Porta, Miquel
In clinically aggressive diseases, patients experience pathophysiological changes that often alter concentrations of lipids and environmental lipophilic factors; such changes are related to disease signs and symptoms. The aim of the study was to compare the effects of correcting for total serum lipids (TSL) and other clinical factors on the odds of mutations in the K-ras oncogene by organochlorine compounds (OCs), in logistic models, in 103 patients with exocrine pancreatic cancer (EPC) using a causal directed acyclic graph (DAG) framework. Results and likelihood of bias were discussed in the light of possible causal scenarios. The odds of K-ras mutated EPC was associated with some TSL-corrected OCs, including p,p'-DDT (p-value: 0.008) and polychlorinated biphenyl 138 (p-trend: 0.024). When OCs were not corrected by TSL, the OR of a K-ras mutation was significant for p,p'-DDT (p-trend: 0.035). Additionally adjusting for cholestatic syndrome increased the ORs of TSL-corrected OCs. When models were adjusted by the interval from first symptom to blood extraction (ISE), the ORs increased for both TSL-corrected and uncorrected OCs. Models with TSL-corrected OCs and adjusted for cholestatic syndrome or ISE yielded the highest ORs. We show that DAGs clarify the covariates necessary to minimize bias, and demonstrate scenarios under which adjustment for TSL-corrected OCs and failure to adjust for symptoms or ISE may induce bias. Models with TSL-uncorrected OCs may be biased too, and adjusting by symptoms or ISE may not control such biases. Our findings may have implications as well for studying environmental causes of other clinically aggressive diseases.
PMCID:6196356
PMID: 25113205
ISSN: 1879-1298
CID: 4214082

Genome-wide association study identifies multiple susceptibility loci for pancreatic cancer

Wolpin, Brian M; Rizzato, Cosmeri; Kraft, Peter; Kooperberg, Charles; Petersen, Gloria M; Wang, Zhaoming; Arslan, Alan A; Beane-Freeman, Laura; Bracci, Paige M; Buring, Julie; Canzian, Federico; Duell, Eric J; Gallinger, Steven; Giles, Graham G; Goodman, Gary E; Goodman, Phyllis J; Jacobs, Eric J; Kamineni, Aruna; Klein, Alison P; Kolonel, Laurence N; Kulke, Matthew H; Li, Donghui; Malats, Nuria; Olson, Sara H; Risch, Harvey A; Sesso, Howard D; Visvanathan, Kala; White, Emily; Zheng, Wei; Abnet, Christian C; Albanes, Demetrius; Andreotti, Gabriella; Austin, Melissa A; Barfield, Richard; Basso, Daniela; Berndt, Sonja I; Boutron-Ruault, Marie-Christine; Brotzman, Michelle; Buchler, Markus W; Bueno-de-Mesquita, H Bas; Bugert, Peter; Burdette, Laurie; Campa, Daniele; Caporaso, Neil E; Capurso, Gabriele; Chung, Charles; Cotterchio, Michelle; Costello, Eithne; Elena, Joanne; Funel, Niccola; Gaziano, J Michael; Giese, Nathalia A; Giovannucci, Edward L; Goggins, Michael; Gorman, Megan J; Gross, Myron; Haiman, Christopher A; Hassan, Manal; Helzlsouer, Kathy J; Henderson, Brian E; Holly, Elizabeth A; Hu, Nan; Hunter, David J; Innocenti, Federico; Jenab, Mazda; Kaaks, Rudolf; Key, Timothy J; Khaw, Kay-Tee; Klein, Eric A; Kogevinas, Manolis; Krogh, Vittorio; Kupcinskas, Juozas; Kurtz, Robert C; LaCroix, Andrea; Landi, Maria T; Landi, Stefano; Le Marchand, Loic; Mambrini, Andrea; Mannisto, Satu; Milne, Roger L; Nakamura, Yusuke; Oberg, Ann L; Owzar, Kouros; Patel, Alpa V; Peeters, Petra H M; Peters, Ulrike; Pezzilli, Raffaele; Piepoli, Ada; Porta, Miquel; Real, Francisco X; Riboli, Elio; Rothman, Nathaniel; Scarpa, Aldo; Shu, Xiao-Ou; Silverman, Debra T; Soucek, Pavel; Sund, Malin; Talar-Wojnarowska, Renata; Taylor, Philip R; Theodoropoulos, George E; Thornquist, Mark; Tjonneland, Anne; Tobias, Geoffrey S; Trichopoulos, Dimitrios; Vodicka, Pavel; Wactawski-Wende, Jean; Wentzensen, Nicolas; Wu, Chen; Yu, Herbert; Yu, Kai; Zeleniuch-Jacquotte, Anne; Hoover, Robert; Hartge, Patricia; Fuchs, Charles; Chanock, Stephen J; Stolzenberg-Solomon, Rachael S; Amundadottir, Laufey T
We performed a multistage genome-wide association study including 7,683 individuals with pancreatic cancer and 14,397 controls of European descent. Four new loci reached genome-wide significance: rs6971499 at 7q32.3 (LINC-PINT, per-allele odds ratio (OR) = 0.79, 95% confidence interval (CI) 0.74-0.84, P = 3.0 x 10-12), rs7190458 at 16q23.1 (BCAR1/CTRB1/CTRB2, OR = 1.46, 95% CI 1.30-1.65, P = 1.1 x 10-10), rs9581943 at 13q12.2 (PDX1, OR = 1.15, 95% CI 1.10-1.20, P = 2.4 x 10-9) and rs16986825 at 22q12.1 (ZNRF3, OR = 1.18, 95% CI 1.12-1.25, P = 1.2 x 10-8). We identified an independent signal in exon 2 of TERT at the established region 5p15.33 (rs2736098, OR = 0.80, 95% CI 0.76-0.85, P = 9.8 x 10-14). We also identified a locus at 8q24.21 (rs1561927, P = 1.3 x 10-7) that approached genome-wide significance located 455 kb telomeric of PVT1. Our study identified multiple new susceptibility alleles for pancreatic cancer that are worthy of follow-up studies.
PMCID:4191666
PMID: 25086665
ISSN: 1061-4036
CID: 1105052

Chlorinated persistent organic pollutants, obesity, and type 2 diabetes

Lee, Duk-Hee; Porta, Miquel; Jacobs, David R; Vandenberg, Laura N
Persistent organic pollutants (POPs) are lipophilic compounds that travel with lipids and accumulate mainly in adipose tissue. Recent human evidence links low-dose POPs to an increased risk of type 2 diabetes (T2D). Because humans are contaminated by POP mixtures and POPs possibly have nonmonotonic dose-response relations with T2D, critical methodological issues arise in evaluating human findings. This review summarizes epidemiological results on chlorinated POPs and T2D, and relevant experimental evidence. It also discusses how features of POPs can affect inferences in humans. The evidence as a whole suggests that, rather than a few individual POPs, background exposure to POP mixtures-including organochlorine pesticides and polychlorinated biphenyls-can increase T2D risk in humans. Inconsistent statistical significance for individual POPs may arise due to distributional differences in POP mixtures among populations. Differences in the observed shape of the dose-response curves among human studies may reflect an inverted U-shaped association secondary to mitochondrial dysfunction or endocrine disruption. Finally, we examine the relationship between POPs and obesity. There is evidence in animal studies that low-dose POP mixtures are obesogenic. However, relationships between POPs and obesity in humans have been inconsistent. Adipose tissue plays a dual role of promoting T2D and providing a relatively safe place to store POPs. Large prospective studies with serial measurements of a broad range of POPs, adiposity, and clinically relevant biomarkers are needed to disentangle the interrelationships among POPs, obesity, and the development of T2D. Also needed are laboratory experiments that more closely mimic real-world POP doses, mixtures, and exposure duration in humans.
PMCID:5393257
PMID: 24483949
ISSN: 1945-7189
CID: 4214042

The environmental roots of non-communicable diseases (NCDs) and the epigenetic impacts of globalization

Vineis, Paolo; Stringhini, Silvia; Porta, Miquel
BACKGROUND:Non-communicable diseases (NCDs) are increasing worldwide. We hypothesize that environmental factors (including social adversity, diet, lack of physical activity and pollution) can become "embedded" in the biology of humans. We also hypothesize that the "embedding" partly occurs because of epigenetic changes, i.e., durable changes in gene expression patterns. Our concern is that once such factors have a foundation in human biology, they can affect human health (including NCDs) over a long period of time and across generations. OBJECTIVES/OBJECTIVE:To analyze how worldwide changes in movements of goods, persons and lifestyles (globalization) may affect the "epigenetic landscape" of populations and through this have an impact on NCDs. We provide examples of such changes and effects by discussing the potential epigenetic impact of socio-economic status, migration, and diet, as well as the impact of environmental factors influencing trends in age at puberty. DISCUSSION/CONCLUSIONS:The study of durable changes in epigenetic patterns has the potential to influence policy and practice; for example, by enabling stratification of populations into those who could particularly benefit from early interventions to prevent NCDs, or by demonstrating mechanisms through which environmental factors influence disease risk, thus providing compelling evidence for policy makers, companies and the civil society at large. The current debate on the '25 × 25 strategy', a goal of 25% reduction in relative mortality from NCDs by 2025, makes the proposed approach even more timely. CONCLUSIONS:Epigenetic modifications related to globalization may crucially contribute to explain current and future patterns of NCDs, and thus deserve attention from environmental researchers, public health experts, policy makers, and concerned citizens.
PMID: 24593864
ISSN: 1096-0953
CID: 4214062

Food packaging and migration of food contact materials: will epidemiologists rise to the neotoxic challenge?

Muncke, Jane; Myers, John Peterson; Scheringer, Martin; Porta, Miquel
PMID: 24554760
ISSN: 1470-2738
CID: 4214052