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Published in: European Journal of Epidemiology 9/2007

01-09-2007 | Methods

Timing of blood extraction in epidemiologic and proteomic studies: results and proposals from the PANKRAS II Study

Authors: Miquel Porta, José Pumarega, Olga Ferrer-Armengou, Tomàs López, Joan Alguacil, Núria Malats, Esteve Fernàndez, for the PANKRAS II Study Group

Published in: European Journal of Epidemiology | Issue 9/2007

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Abstract

There are no consensus guidelines or standards for epidemiologic and ‘-omics’ studies using blood biomarkers on how to report the timing of extraction of blood samples. However, disease-induced changes in blood concentrations of exogenous and endogenous compounds may bias studies. The aim of the present report is to describe the timing of blood collection with respect to a variety of relevant clinical events in the PANKRAS II Study, and to suggest ways to display graphically the quantitative information. Subjects were 167 incident cases of exocrine pancreatic cancer prospectively recruited in five teaching hospitals in eastern Spain. Over 80% of patients had blood extracted during the first 6 months since onset of cancer symptoms, and 82% within the first month of admission to a study hospital. Over 80% of cases had blood drawn after an ultrasound, a CT scan or an ERCP, 25% after a laparotomy, and 37% after treatment onset. All three intervals from blood extraction to diagnosis, to treatment onset and to interview had a median of 0 days, and 88% of cases had blood drawn within 2 weeks of diagnosis. Over 72% of cases had concentrations of total lipids in the medium, normal range. Results suggest ways to report intervals involving blood biomarkers and may contribute to develop consensus guidelines and standards on the collection of blood samples in epidemiologic and ‘-omics’ research.
Literature
1.
go back to reference Schulte PA, Perera F, editors. Molecular epidemiology. Principles and practice. Orlando, Florida: Academia Press; 1993. Schulte PA, Perera F, editors. Molecular epidemiology. Principles and practice. Orlando, Florida: Academia Press; 1993.
2.
go back to reference Carrington M, Hoelzel R. Molecular epidemiology. New York: Oxford University Press; 2001. Carrington M, Hoelzel R. Molecular epidemiology. New York: Oxford University Press; 2001.
3.
go back to reference Toniolo P, Boffetta P, Shuker DEG, Rothman N, Hulka B, Pearce N, editors. Application of biomarkers in cancer epidemiology. IARC Scientific publications, no 142. Lyon: International Agency for Research on Cancer; 1997. Toniolo P, Boffetta P, Shuker DEG, Rothman N, Hulka B, Pearce N, editors. Application of biomarkers in cancer epidemiology. IARC Scientific publications, no 142. Lyon: International Agency for Research on Cancer; 1997.
4.
go back to reference Porta M. Role of organochlorine compounds in the etiology of pancreatic cancer: a proposal to develop methodological standards. Epidemiology 2001;12:272–6.PubMedCrossRef Porta M. Role of organochlorine compounds in the etiology of pancreatic cancer: a proposal to develop methodological standards. Epidemiology 2001;12:272–6.PubMedCrossRef
5.
go back to reference Hoppin JA, Tolbert PE, Taylor JA, Schroeder JC, Holly EA. Potential for selection bias with tumor tissue retrieval in molecular epidemiology studies. Ann Epidemiol. 2002;12:1–6.PubMedCrossRef Hoppin JA, Tolbert PE, Taylor JA, Schroeder JC, Holly EA. Potential for selection bias with tumor tissue retrieval in molecular epidemiology studies. Ann Epidemiol. 2002;12:1–6.PubMedCrossRef
6.
go back to reference Porta M, Malats N, Corominas JM, Rifa J, Pinol JL, Real FX, for the Pankras I Project Investigators. Generalizing molecular results arising from incomplete biological samples: expected bias and unexpected findings. Ann Epidemiol 2002;12:7–14.PubMedCrossRef Porta M, Malats N, Corominas JM, Rifa J, Pinol JL, Real FX, for the Pankras I Project Investigators. Generalizing molecular results arising from incomplete biological samples: expected bias and unexpected findings. Ann Epidemiol 2002;12:7–14.PubMedCrossRef
7.
go back to reference Hoppin JA, Tolbert PE, Holly EA, et al. Pancreatic cancer and serum organochlorine levels. Cancer Epidemiol Biomark Prev 2000;9:199–205. Hoppin JA, Tolbert PE, Holly EA, et al. Pancreatic cancer and serum organochlorine levels. Cancer Epidemiol Biomark Prev 2000;9:199–205.
8.
go back to reference Porta M, Ferrer-Armengou O, Pumarega J, López T, Crous-Bou M, Alguacil A, et al. In a clinical and molecular epidemiologic study on exocrine pancreatic cancer clinical factors were related to timing of blood extraction and influenced serum concentrations of lipids. J Clin Epidemiol 2008;61 (in press). Porta M, Ferrer-Armengou O, Pumarega J, López T, Crous-Bou M, Alguacil A, et al. In a clinical and molecular epidemiologic study on exocrine pancreatic cancer clinical factors were related to timing of blood extraction and influenced serum concentrations of lipids. J Clin Epidemiol 2008;61 (in press).
9.
go back to reference Rønningen KS, Paltiel L, Meltzer HM, Nordhagen R, Lie KK, Hovengen R, et al. The biobank of the Norwegian mother and child cohort Study: a resource for the next 100 years. Eur J Epidemiol 2006;21:619–25.PubMedCrossRef Rønningen KS, Paltiel L, Meltzer HM, Nordhagen R, Lie KK, Hovengen R, et al. The biobank of the Norwegian mother and child cohort Study: a resource for the next 100 years. Eur J Epidemiol 2006;21:619–25.PubMedCrossRef
10.
go back to reference Porta M, Hernández-Aguado I, Lumbreras B, Crous-Bou M. ‘Omics’ research, monetization of intellectual property and fragmentation of knowledge: can clinical epidemiology strengthen integrative research?. J Clin Epidemiol 2007;60 (in press). Porta M, Hernández-Aguado I, Lumbreras B, Crous-Bou M. ‘Omics’ research, monetization of intellectual property and fragmentation of knowledge: can clinical epidemiology strengthen integrative research?. J Clin Epidemiol 2007;60 (in press).
11.
go back to reference Porta M, Malats N, Jariod M, Grimalt JO, Rifà J, Carrato A, et al. Serum concentrations of organochlorine compounds and K-ras mutations in exocrine pancreatic cancer. Lancet 1999;354:2125–9.PubMedCrossRef Porta M, Malats N, Jariod M, Grimalt JO, Rifà J, Carrato A, et al. Serum concentrations of organochlorine compounds and K-ras mutations in exocrine pancreatic cancer. Lancet 1999;354:2125–9.PubMedCrossRef
12.
go back to reference Porta M, Malats N, Guarner L, Carrato A, Rifà J, Salas A, et al. Association between coffee drinking and K-ras mutations in exocrine pancreatic cancer. J Epidemiol Community Health 1999;53:702–9.PubMed Porta M, Malats N, Guarner L, Carrato A, Rifà J, Salas A, et al. Association between coffee drinking and K-ras mutations in exocrine pancreatic cancer. J Epidemiol Community Health 1999;53:702–9.PubMed
13.
go back to reference Soler M, Malats N, Porta M, Fernandez E, Guarner L, Maguire A, et al. Medical conditions in patients with pancreatic and biliary diseases: validity and agreement between data from questionnaires and medical records. Dig Dis Sci 1999;44:2469–77.PubMedCrossRef Soler M, Malats N, Porta M, Fernandez E, Guarner L, Maguire A, et al. Medical conditions in patients with pancreatic and biliary diseases: validity and agreement between data from questionnaires and medical records. Dig Dis Sci 1999;44:2469–77.PubMedCrossRef
14.
go back to reference Soler M, Porta M, Malats N, Guarner L, Costafreda S, Gubern JM, et al. Learning from case reports: Diagnostic issues in an epidemiologic study of pancreatic cancer. J Clin Epidemiol 1998;51:1215–21.PubMedCrossRef Soler M, Porta M, Malats N, Guarner L, Costafreda S, Gubern JM, et al. Learning from case reports: Diagnostic issues in an epidemiologic study of pancreatic cancer. J Clin Epidemiol 1998;51:1215–21.PubMedCrossRef
15.
go back to reference Gavaldà L, Porta M, Malats N, Piñol JL, Fernandez E, Maguire A, et al. Agreement between information supplied by the patient and a family member on medical history, consumption of tobacco, alcohol and coffee and diet in cancer of the exocrine pancreas and extrahepatic biliary tract. Gac Sanit 1995;9:334–42.PubMed Gavaldà L, Porta M, Malats N, Piñol JL, Fernandez E, Maguire A, et al. Agreement between information supplied by the patient and a family member on medical history, consumption of tobacco, alcohol and coffee and diet in cancer of the exocrine pancreas and extrahepatic biliary tract. Gac Sanit 1995;9:334–42.PubMed
16.
go back to reference Porta M, Costafreda S, Malats N, Guarner L, Soler M, Gubern JM, et al. Validity of the hospital discharge diagnosis in epidemiologic studies of biliopancreatic pathology. Eur J Epidemiol 2000;16:533–41.PubMedCrossRef Porta M, Costafreda S, Malats N, Guarner L, Soler M, Gubern JM, et al. Validity of the hospital discharge diagnosis in epidemiologic studies of biliopancreatic pathology. Eur J Epidemiol 2000;16:533–41.PubMedCrossRef
17.
go back to reference Porta M, Jariod M, Malats N, Grimalt JO, Carrato A, Guarner L, et al. Prevalence of K-ras mutations at diagnosis and serum levels of DDT, DDE, PCBs and other organochlorine compounds in exocrine pancreatic cancer. In: Gress TM, editor. Molecular pathogenesis of pancreatic cancer. Amsterdam: IOS Press; 2000. p. 37–44. Porta M, Jariod M, Malats N, Grimalt JO, Carrato A, Guarner L, et al. Prevalence of K-ras mutations at diagnosis and serum levels of DDT, DDE, PCBs and other organochlorine compounds in exocrine pancreatic cancer. In: Gress TM, editor. Molecular pathogenesis of pancreatic cancer. Amsterdam: IOS Press; 2000. p. 37–44.
18.
go back to reference Porta M, Malats N, Alguacil J, Ruiz L, Jariod M, Carrato A, et al. Coffee, pancreatic cancer, and K-ras mutations: updating the research agenda. J Epidemiol Community Health 2000;54:656–9.PubMedCrossRef Porta M, Malats N, Alguacil J, Ruiz L, Jariod M, Carrato A, et al. Coffee, pancreatic cancer, and K-ras mutations: updating the research agenda. J Epidemiol Community Health 2000;54:656–9.PubMedCrossRef
19.
go back to reference Alguacil J, Kauppinen T, Porta M, Partanen T, Malats N, Kogevinas M, et al. Risk of pancreatic cancer and occupational exposures in Spain. Ann Occupat Hyg. 2000;44:391–403. Alguacil J, Kauppinen T, Porta M, Partanen T, Malats N, Kogevinas M, et al. Risk of pancreatic cancer and occupational exposures in Spain. Ann Occupat Hyg. 2000;44:391–403.
20.
go back to reference Alguacil J, Porta M, Benavides FG, Malats N, Kogevinas M, Fernàndez E, et al. Occupation and pancreatic cancer in Spain: a case–control study based on job titles. Int J Epidemiol 2000;29:1004–13.PubMedCrossRef Alguacil J, Porta M, Benavides FG, Malats N, Kogevinas M, Fernàndez E, et al. Occupation and pancreatic cancer in Spain: a case–control study based on job titles. Int J Epidemiol 2000;29:1004–13.PubMedCrossRef
21.
go back to reference Malats N, Casals T, Porta M, Guarner L, Estivill X, Real FX for the PANKRAS II Study Group. The cystic fibrosis transmembrane regulator (CFTR) DF508 mutation and 5T allele in patients with chronic pancreatitis and exocrine pancreas cancer. Gut 2001;48:70–4.PubMedCrossRef Malats N, Casals T, Porta M, Guarner L, Estivill X, Real FX for the PANKRAS II Study Group. The cystic fibrosis transmembrane regulator (CFTR) DF508 mutation and 5T allele in patients with chronic pancreatitis and exocrine pancreas cancer. Gut 2001;48:70–4.PubMedCrossRef
22.
go back to reference Real FX, Malats N, Lesca G, Porta M, Chopin S, Lenoir GM, et al. Family history of cancer and germline BRCA2 mutations in sporadic exocrine pancreas cancer. Gut 2002;50:653–7.PubMedCrossRef Real FX, Malats N, Lesca G, Porta M, Chopin S, Lenoir GM, et al. Family history of cancer and germline BRCA2 mutations in sporadic exocrine pancreas cancer. Gut 2002;50:653–7.PubMedCrossRef
23.
go back to reference Porta M, Zumeta E, Ruiz L, Jariod M, Malats N, Marco E, et al. The influence of age and gender on serum concentrations of p,p′-DDT, p,p′-DDE and the DDT/DDE ratio in subjects with exocrine pancretic cancer. Organohalogen Compounds 2002;59:351–4. Porta M, Zumeta E, Ruiz L, Jariod M, Malats N, Marco E, et al. The influence of age and gender on serum concentrations of p,p′-DDT, p,p′-DDE and the DDT/DDE ratio in subjects with exocrine pancretic cancer. Organohalogen Compounds 2002;59:351–4.
24.
go back to reference Porta M, Ruiz L, Jariod M, Zumeta E, Malats N, Marco E, et al. Correlations among serum concentrations of highly prevalent organochlorine compounds in patients with exocrine pancreatic cancer. Organohalogen Compounds 2002;55:307–10. Porta M, Ruiz L, Jariod M, Zumeta E, Malats N, Marco E, et al. Correlations among serum concentrations of highly prevalent organochlorine compounds in patients with exocrine pancreatic cancer. Organohalogen Compounds 2002;55:307–10.
25.
go back to reference Alguacil J, Porta M, Malats N, Kauppinen T, Kogevinas M, Benavides FG, et al. Occupational exposure to organic solvents and K-ras mutations in exocrine pancreatic cancer. Carcinogenesis 2002;23:101–6.PubMedCrossRef Alguacil J, Porta M, Malats N, Kauppinen T, Kogevinas M, Benavides FG, et al. Occupational exposure to organic solvents and K-ras mutations in exocrine pancreatic cancer. Carcinogenesis 2002;23:101–6.PubMedCrossRef
26.
go back to reference Alguacil J, Porta M, Kauppinen T, Malats N, Kogevinas M, Carrato A. Occupational exposure to dyes, metals, polycyclic aromatic hydrocarbons and other agents and K-ras activation in human exocrine pancreatic cancer. Int J Cancer 2003;107:635–41.PubMedCrossRef Alguacil J, Porta M, Kauppinen T, Malats N, Kogevinas M, Carrato A. Occupational exposure to dyes, metals, polycyclic aromatic hydrocarbons and other agents and K-ras activation in human exocrine pancreatic cancer. Int J Cancer 2003;107:635–41.PubMedCrossRef
27.
go back to reference Porta M, Fabregat X, Malats N, Guarner L, Carrato A, de Miguel A, et al. Exocrine pancreatic cancer: symptoms at presentation and their relation to tumour site and stage. Clin Transl Oncol. 2005;7:189–97.PubMedCrossRef Porta M, Fabregat X, Malats N, Guarner L, Carrato A, de Miguel A, et al. Exocrine pancreatic cancer: symptoms at presentation and their relation to tumour site and stage. Clin Transl Oncol. 2005;7:189–97.PubMedCrossRef
28.
go back to reference Mendez MA, Vioque J, Porta M, Morales E, López T, Malats N, et al. Estimating dietary intakes from a brief questionnaire: a simulation study of reliability in a molecular epidemiologic study of pancreatic and biliary diseases. Eur J Epidemiol 2006;21:417–26.PubMedCrossRef Mendez MA, Vioque J, Porta M, Morales E, López T, Malats N, et al. Estimating dietary intakes from a brief questionnaire: a simulation study of reliability in a molecular epidemiologic study of pancreatic and biliary diseases. Eur J Epidemiol 2006;21:417–26.PubMedCrossRef
29.
go back to reference Morales E, Porta M, Vioque J, López T, Mendez MA, Pumarega JA, et al. Food and nutrient intakes and K-ras mutations in exocrine pancreatic cancer. J Epidemiol Community Health 2007;61 (in press). Morales E, Porta M, Vioque J, López T, Mendez MA, Pumarega JA, et al. Food and nutrient intakes and K-ras mutations in exocrine pancreatic cancer. J Epidemiol Community Health 2007;61 (in press).
30.
go back to reference Porta M, Grimalt JO, Jariod M, Ruiz L, Marco E, López T, et al. The influence of lipid and lifestyle factors upon correlations between highly prevalent organochlorine compounds in patients with exocrine pancreatic cancer. Environ Int 2007;33 (in press). Porta M, Grimalt JO, Jariod M, Ruiz L, Marco E, López T, et al. The influence of lipid and lifestyle factors upon correlations between highly prevalent organochlorine compounds in patients with exocrine pancreatic cancer. Environ Int 2007;33 (in press).
31.
go back to reference Crous-Bou M, De Vivo I, Porta M, Pumarega JA, López T, Alguacil J, et al. CYP1B1 polymorphisms and K-ras mutations in patients with pancreatic ductal adenocarcinoma. Dig Dis Sci 2007;52 (in press). Crous-Bou M, De Vivo I, Porta M, Pumarega JA, López T, Alguacil J, et al. CYP1B1 polymorphisms and K-ras mutations in patients with pancreatic ductal adenocarcinoma. Dig Dis Sci 2007;52 (in press).
32.
go back to reference Crous-Bou M, Porta M, López T, Jariod M, Malats N, Alguacil J, et al. Lifetime history of tobacco consumption and K-ras mutations in exocrine pancreatic cancer. Pancreas 2007;34 (in press). Crous-Bou M, Porta M, López T, Jariod M, Malats N, Alguacil J, et al. Lifetime history of tobacco consumption and K-ras mutations in exocrine pancreatic cancer. Pancreas 2007;34 (in press).
33.
go back to reference International Union Against Cancer. TNM classification of malignant tumours. 4th ed. 2nd revision. Berlin: Springer, 1992. International Union Against Cancer. TNM classification of malignant tumours. 4th ed. 2nd revision. Berlin: Springer, 1992.
34.
go back to reference Fernandez E, Porta M, Malats N, Belloc J, Gallén M. Symptom to diagnosis interval and survival in cancers of the digestive tract. Dig Dis Sci 2002;47:2434–40.PubMedCrossRef Fernandez E, Porta M, Malats N, Belloc J, Gallén M. Symptom to diagnosis interval and survival in cancers of the digestive tract. Dig Dis Sci 2002;47:2434–40.PubMedCrossRef
35.
go back to reference Porta M, Fernandez E, Belloc J, Malats N, Gallén M, Alonso J. Emergency admission for cancer: a matter of survival?. Br J Cancer 1998;77:477–84.PubMed Porta M, Fernandez E, Belloc J, Malats N, Gallén M, Alonso J. Emergency admission for cancer: a matter of survival?. Br J Cancer 1998;77:477–84.PubMed
36.
go back to reference Porta M, Gallén M, Belloc J, Malats N. Predictors of the interval between onset of symptoms and first medical visit in patients with digestive tract cancer. Int J Oncol 1996;8:941–9. Porta M, Gallén M, Belloc J, Malats N. Predictors of the interval between onset of symptoms and first medical visit in patients with digestive tract cancer. Int J Oncol 1996;8:941–9.
37.
go back to reference Gómez G, Porta M, Griful E, Maguire A, Calle ML, Malats N, et al. Modelling breast cancer survival and the symptom-to-treatment interval. J Epidemiol Biostat 1996;1:175–82. Gómez G, Porta M, Griful E, Maguire A, Calle ML, Malats N, et al. Modelling breast cancer survival and the symptom-to-treatment interval. J Epidemiol Biostat 1996;1:175–82.
38.
go back to reference Maguire A, Porta M, Malats N, Gallén M, Piñol JL, Fernandez E for the ISDS II Project Investigators. Cancer survival and the duration of symptoms. An analysis of possible forms of the risk function. Eur J Cancer 1994;30A:785–92.PubMedCrossRef Maguire A, Porta M, Malats N, Gallén M, Piñol JL, Fernandez E for the ISDS II Project Investigators. Cancer survival and the duration of symptoms. An analysis of possible forms of the risk function. Eur J Cancer 1994;30A:785–92.PubMedCrossRef
39.
go back to reference Porta M, Gallén M, Malats N, Planas J. The influence of “diagnostic delay” upon cancer survival. An analysis of five tumour sites. J Epidemiol Community Health 1991;45:225–30.PubMedCrossRef Porta M, Gallén M, Malats N, Planas J. The influence of “diagnostic delay” upon cancer survival. An analysis of five tumour sites. J Epidemiol Community Health 1991;45:225–30.PubMedCrossRef
40.
go back to reference Malats N, Belloc J, Gallén M, Porta M. Disagreement between hospital medical records and a structured patient interview on the type and date of the first symptom in cancers of the digestive tract. Rev Épidémiol Santé Publique 1995;43:533–40.PubMed Malats N, Belloc J, Gallén M, Porta M. Disagreement between hospital medical records and a structured patient interview on the type and date of the first symptom in cancers of the digestive tract. Rev Épidémiol Santé Publique 1995;43:533–40.PubMed
41.
go back to reference Porta M, Malats N, Belloc J, Gallén M, Fernandez E. Do we believe what patients say about their neoplastic symptoms? An analysis of factors that influence the interviewer’s judgement. Eur J Epidemiol 1996;12:553–62.PubMedCrossRef Porta M, Malats N, Belloc J, Gallén M, Fernandez E. Do we believe what patients say about their neoplastic symptoms? An analysis of factors that influence the interviewer’s judgement. Eur J Epidemiol 1996;12:553–62.PubMedCrossRef
42.
go back to reference Porta M, Fernandez E, Alguacil J. Semiology, proteomics and the early detection of symptomatic cancer. J Clin Epidemiol 2003;56:815–9.PubMedCrossRef Porta M, Fernandez E, Alguacil J. Semiology, proteomics and the early detection of symptomatic cancer. J Clin Epidemiol 2003;56:815–9.PubMedCrossRef
43.
go back to reference Phillips DL, Pirkle JL, Burse VW, et al. Chlorinated hydrocarbon levels in human serum: effects of fasting and feeding. Arch Environ Contam Toxicol 1989;18:495–500.PubMedCrossRef Phillips DL, Pirkle JL, Burse VW, et al. Chlorinated hydrocarbon levels in human serum: effects of fasting and feeding. Arch Environ Contam Toxicol 1989;18:495–500.PubMedCrossRef
44.
go back to reference Armitage P, Berry G, Matthews JNS. Statistical methods in medical research. 4th ed. Oxford: Blackwell; 2002. Armitage P, Berry G, Matthews JNS. Statistical methods in medical research. 4th ed. Oxford: Blackwell; 2002.
45.
go back to reference Gammon MD, Wolff MS, Neugut AI, et al. Treatment for breast cancer and blood levels of chlorinated hydrocarbons. Cancer Epidemiol Biomarkers Prev 1996;5:467–71.PubMed Gammon MD, Wolff MS, Neugut AI, et al. Treatment for breast cancer and blood levels of chlorinated hydrocarbons. Cancer Epidemiol Biomarkers Prev 1996;5:467–71.PubMed
46.
go back to reference Ward EM, Schulte P, Grajewski B, et al. Serum organochlorine levels and breast cancer: a nested case–control study of Norwegian women. Cancer Epidemiol Biomarkers Prev 2000;9:1357–67.PubMed Ward EM, Schulte P, Grajewski B, et al. Serum organochlorine levels and breast cancer: a nested case–control study of Norwegian women. Cancer Epidemiol Biomarkers Prev 2000;9:1357–67.PubMed
47.
go back to reference Millikan R, DeVoto E, Duell EJ, et al. Dichlorodiphenyldichloroethene, polychlorinated biphenyls, and breast cancer among African-American and white women in North Carolina. Cancer Epidemiol Biomarkers Prev 2000;9:1233–40.PubMed Millikan R, DeVoto E, Duell EJ, et al. Dichlorodiphenyldichloroethene, polychlorinated biphenyls, and breast cancer among African-American and white women in North Carolina. Cancer Epidemiol Biomarkers Prev 2000;9:1233–40.PubMed
48.
go back to reference Jurek AM, Maldonado G, Greenland S, Church TR. Exposure-measurement error is frequently ignored when interpreting epidemiologic study results. Eur J Epidemiol 2006;21:871–6.PubMedCrossRef Jurek AM, Maldonado G, Greenland S, Church TR. Exposure-measurement error is frequently ignored when interpreting epidemiologic study results. Eur J Epidemiol 2006;21:871–6.PubMedCrossRef
49.
go back to reference Ekman A, Dickman PW, Klint Å, Weiderpass E, Litton JE. Feasibility of using web-based questionnaires in large population-based epidemiological studies. Eur J Epidemiol 2006;21:103–11.PubMedCrossRef Ekman A, Dickman PW, Klint Å, Weiderpass E, Litton JE. Feasibility of using web-based questionnaires in large population-based epidemiological studies. Eur J Epidemiol 2006;21:103–11.PubMedCrossRef
50.
go back to reference Lumbreras B, Porta M, Hernández-Aguado I. Assessing the social meaning, value and implications of research in genomics [Editorial]. J Epidemiol Community Health 2007; 61 (in press). Lumbreras B, Porta M, Hernández-Aguado I. Assessing the social meaning, value and implications of research in genomics [Editorial]. J Epidemiol Community Health 2007; 61 (in press).
Metadata
Title
Timing of blood extraction in epidemiologic and proteomic studies: results and proposals from the PANKRAS II Study
Authors
Miquel Porta
José Pumarega
Olga Ferrer-Armengou
Tomàs López
Joan Alguacil
Núria Malats
Esteve Fernàndez
for the PANKRAS II Study Group
Publication date
01-09-2007
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 9/2007
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-007-9149-7

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