TY - JOUR
T1 - Methodological issues in a prospective study on plasma concentrations of persistent organic pollutants and pancreatic cancer risk within the EPIC cohort
AU - Gasull, Magda
AU - Pumarega, José
AU - Kiviranta, Hannu
AU - Rantakokko, Panu
AU - Raaschou-Nielsen, Ole
AU - Bergdahl, Ingvar A
AU - Sandanger, Torkjel Manning
AU - Goñi, Fernando
AU - Cirera, Lluís
AU - Donat-Vargas, Carolina
AU - Alguacil, Juan
AU - Iglesias, Mar
AU - Tjønneland, Anne
AU - Overvad, Kim
AU - Mancini, Francesca Romana
AU - Boutron-Ruault, Marie-Christine
AU - Severi, Gianluca
AU - Johnson, Theron
AU - Kühn, Tilman
AU - Trichopoulou, Antonia
AU - Karakatsani, Anna
AU - Peppa, Eleni
AU - Palli, Domenico
AU - Pala, Valeria
AU - Tumino, Rosario
AU - Naccarati, Alessio
AU - Panico, Salvatore
AU - Verschuren, Monique
AU - Vermeulen, Roel
AU - Rylander, Charlotta
AU - Nøst, Therese Haugdahl
AU - Rodríguez-Barranco, Miguel
AU - Molinuevo, Amaia
AU - Chirlaque, María-Dolores
AU - Ardanaz, Eva
AU - Sund, Malin
AU - Key, Tim
AU - Ye, Weimin
AU - Jenab, Mazda
AU - Michaud, Dominique
AU - Matullo, Giuseppe
AU - Canzian, Federico
AU - Kaaks, Rudolf
AU - Nieters, Alexandra
AU - Nöthlings, Ute
AU - Jeurnink, Suzanne
AU - Chajes, Veronique
AU - Matejcic, Marco
AU - Gunter, Marc
AU - Aune, Dagfinn
AU - Riboli, Elio
AU - Agudo, Antoni
AU - Gonzalez, Carlos Alberto
AU - Weiderpass, Elisabete
AU - Bueno-de-Mesquita, Bas
AU - Duell, Eric J
AU - Vineis, Paolo
AU - Porta, Miquel
N1 - Copyright © 2018 Elsevier Inc. All rights reserved.
PY - 2019/2
Y1 - 2019/2
N2 - BACKGROUND: The use of biomarkers of environmental exposure to explore new risk factors for pancreatic cancer presents clinical, logistic, and methodological challenges that are also relevant in research on other complex diseases.OBJECTIVES: First, to summarize the main design features of a prospective case-control study -nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort- on plasma concentrations of persistent organic pollutants (POPs) and pancreatic cancer risk. And second, to assess the main methodological challenges posed by associations among characteristics and habits of study participants, fasting status, time from blood draw to cancer diagnosis, disease progression bias, basis of cancer diagnosis, and plasma concentrations of lipids and POPs. Results from etiologic analyses on POPs and pancreatic cancer risk, and other analyses, will be reported in future articles.METHODS: Study subjects were 1533 participants (513 cases and 1020 controls matched by study centre, sex, age at blood collection, date and time of blood collection, and fasting status) enrolled between 1992 and 2000. Plasma concentrations of 22 POPs were measured by gas chromatography - triple quadrupole mass spectrometry (GC-MS/MS). To estimate the magnitude of the associations we calculated multivariate-adjusted odds ratios by unconditional logistic regression, and adjusted geometric means by General Linear Regression Models.RESULTS: There were differences among countries in subjects' characteristics (as age, gender, smoking, lipid and POP concentrations), and in study characteristics (as time from blood collection to index date, year of last follow-up, length of follow-up, basis of cancer diagnosis, and fasting status). Adjusting for centre and time of blood collection, no factors were significantly associated with fasting status. Plasma concentrations of lipids were related to age, body mass index, fasting, country, and smoking. We detected and quantified 16 of the 22 POPs in more than 90% of individuals. All 22 POPs were detected in some participants, and the smallest number of POPs detected in one person was 15 (median, 19) with few differences by country. The highest concentrations were found for p,p'-DDE, PCBs 153 and 180 (median concentration: 3371, 1023, and 810 pg/mL, respectively). We assessed the possible occurrence of disease progression bias (DPB) in eight situations defined by lipid and POP measurements, on one hand, and by four factors: interval from blood draw to index date, tumour subsite, tumour stage, and grade of differentiation, on the other. In seven of the eight situations results supported the absence of DPB.CONCLUSIONS: The coexistence of differences across study centres in some design features and participant characteristics is of relevance to other multicentre studies. Relationships among subjects' characteristics and among such characteristics and design features may play important roles in the forthcoming analyses on the association between plasma concentrations of POPs and pancreatic cancer risk.
AB - BACKGROUND: The use of biomarkers of environmental exposure to explore new risk factors for pancreatic cancer presents clinical, logistic, and methodological challenges that are also relevant in research on other complex diseases.OBJECTIVES: First, to summarize the main design features of a prospective case-control study -nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort- on plasma concentrations of persistent organic pollutants (POPs) and pancreatic cancer risk. And second, to assess the main methodological challenges posed by associations among characteristics and habits of study participants, fasting status, time from blood draw to cancer diagnosis, disease progression bias, basis of cancer diagnosis, and plasma concentrations of lipids and POPs. Results from etiologic analyses on POPs and pancreatic cancer risk, and other analyses, will be reported in future articles.METHODS: Study subjects were 1533 participants (513 cases and 1020 controls matched by study centre, sex, age at blood collection, date and time of blood collection, and fasting status) enrolled between 1992 and 2000. Plasma concentrations of 22 POPs were measured by gas chromatography - triple quadrupole mass spectrometry (GC-MS/MS). To estimate the magnitude of the associations we calculated multivariate-adjusted odds ratios by unconditional logistic regression, and adjusted geometric means by General Linear Regression Models.RESULTS: There were differences among countries in subjects' characteristics (as age, gender, smoking, lipid and POP concentrations), and in study characteristics (as time from blood collection to index date, year of last follow-up, length of follow-up, basis of cancer diagnosis, and fasting status). Adjusting for centre and time of blood collection, no factors were significantly associated with fasting status. Plasma concentrations of lipids were related to age, body mass index, fasting, country, and smoking. We detected and quantified 16 of the 22 POPs in more than 90% of individuals. All 22 POPs were detected in some participants, and the smallest number of POPs detected in one person was 15 (median, 19) with few differences by country. The highest concentrations were found for p,p'-DDE, PCBs 153 and 180 (median concentration: 3371, 1023, and 810 pg/mL, respectively). We assessed the possible occurrence of disease progression bias (DPB) in eight situations defined by lipid and POP measurements, on one hand, and by four factors: interval from blood draw to index date, tumour subsite, tumour stage, and grade of differentiation, on the other. In seven of the eight situations results supported the absence of DPB.CONCLUSIONS: The coexistence of differences across study centres in some design features and participant characteristics is of relevance to other multicentre studies. Relationships among subjects' characteristics and among such characteristics and design features may play important roles in the forthcoming analyses on the association between plasma concentrations of POPs and pancreatic cancer risk.
KW - Case-Control Studies
KW - Environmental Exposure/statistics & numerical data
KW - Environmental Pollutants
KW - Gas Chromatography-Mass Spectrometry
KW - Humans
KW - Pancreatic Neoplasms/epidemiology
KW - Plasma
KW - Polychlorinated Biphenyls
KW - Prospective Studies
KW - Tandem Mass Spectrometry
U2 - 10.1016/j.envres.2018.11.027
DO - 10.1016/j.envres.2018.11.027
M3 - Article
C2 - 30529143
SN - 0013-9351
VL - 169
SP - 417
EP - 433
JO - Environmental Research
JF - Environmental Research
ER -