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Volumn 33, Issue 4, 2018, Pages 381-392

Utility of inverse probability weighting in molecular pathological epidemiology

Author keywords

Etiologic heterogeneity; Marginal structural model; Missing at random; Neoplasm; Selection bias; Unique disease principle

Indexed keywords

ADULT; ALCOHOL CONSUMPTION; ARTICLE; CANCER RISK; CANCER STAGING; CAUSALITY; CLINICAL FEATURE; COHORT ANALYSIS; COLORECTAL CANCER; COLORECTAL CARCINOMA; CONTROLLED STUDY; FAMILY HISTORY; FEMALE; FOLLOW UP; HUMAN; INCIDENCE; MEDICAL RECORD REVIEW; MICROSATELLITE INSTABILITY; MOLECULAR EPIDEMIOLOGY; MOLECULAR PATHOLOGICAL EPIDEMIOLOGY; PATHOGENESIS; PERSONALIZED MEDICINE; PROBABILITY; PROSPECTIVE STUDY; TUMOR DIFFERENTIATION; TUMOR LOCALIZATION; TUMOR VOLUME; COLORECTAL TUMOR; MOLECULAR PATHOLOGY; SELECTION BIAS; STATISTICAL MODEL;

EID: 85038612809     PISSN: 03932990     EISSN: 15737284     Source Type: Journal    
DOI: 10.1007/s10654-017-0346-8     Document Type: Article
Times cited : (57)

References (59)
  • 4
    • 84955176253 scopus 로고    scopus 로고
    • Integration of molecular pathology, epidemiology and social science for global precision medicine
    • COI: 1:CAS:528:DC%2BC2MXhvFOqsrfP, PID: 26636627
    • Nishi A, Milner DA Jr, Giovannucci EL, Nishihara R, Tan AS, Kawachi I, Ogino S. Integration of molecular pathology, epidemiology and social science for global precision medicine. Expert Rev Mol Diagn. 2016;16(1):11–23.
    • (2016) Expert Rev Mol Diagn , vol.16 , Issue.1 , pp. 11-23
    • Nishi, A.1    Milner, D.A.2    Giovannucci, E.L.3    Nishihara, R.4    Tan, A.S.5    Kawachi, I.6    Ogino, S.7
  • 5
    • 79851511414 scopus 로고    scopus 로고
    • Molecular pathological epidemiology of colorectal neoplasia: an emerging transdisciplinary and interdisciplinary field
    • PID: 21036793
    • Ogino S, Chan AT, Fuchs CS, Giovannucci E. Molecular pathological epidemiology of colorectal neoplasia: an emerging transdisciplinary and interdisciplinary field. Gut. 2011;60(3):397–411.
    • (2011) Gut , vol.60 , Issue.3 , pp. 397-411
    • Ogino, S.1    Chan, A.T.2    Fuchs, C.S.3    Giovannucci, E.4
  • 6
    • 85018930164 scopus 로고    scopus 로고
    • Cancer subtypes in aetiological research
    • PID: 28497292
    • Richiardi L, Barone-Adesi F, Pearce N. Cancer subtypes in aetiological research. Eur J Epidemiol. 2017;32(5):353–61.
    • (2017) Eur J Epidemiol , vol.32 , Issue.5 , pp. 353-361
    • Richiardi, L.1    Barone-Adesi, F.2    Pearce, N.3
  • 7
    • 84959516180 scopus 로고    scopus 로고
    • Aspirin and colorectal cancer: the promise of precision chemoprevention
    • COI: 1:CAS:528:DC%2BC28XisVyru7o%3D, PID: 26868177
    • Drew DA, Cao Y, Chan AT. Aspirin and colorectal cancer: the promise of precision chemoprevention. Nat Rev Cancer. 2016;16(3):173–86.
    • (2016) Nat Rev Cancer , vol.16 , Issue.3 , pp. 173-186
    • Drew, D.A.1    Cao, Y.2    Chan, A.T.3
  • 8
    • 84867101876 scopus 로고    scopus 로고
    • Aspirin as adjuvant therapy for colorectal cancer–reinterpreting paradigms
    • COI: 1:CAS:528:DC%2BC38XhsVartr%2FE, PID: 22910681
    • Chia WK, Ali R, Toh HC. Aspirin as adjuvant therapy for colorectal cancer–reinterpreting paradigms. Nat Rev Clin Oncol. 2012;9(10):561–70.
    • (2012) Nat Rev Clin Oncol , vol.9 , Issue.10 , pp. 561-570
    • Chia, W.K.1    Ali, R.2    Toh, H.C.3
  • 9
    • 84895797220 scopus 로고    scopus 로고
    • Aspirin and colorectal cancer: back to the future
    • COI: 1:CAS:528:DC%2BC2cXks1Ohtbw%3D, PID: 24327271
    • Tougeron D, Sha D, Manthravadi S, Sinicrope FA. Aspirin and colorectal cancer: back to the future. Clin Cancer Res. 2014;20(5):1087–94.
    • (2014) Clin Cancer Res , vol.20 , Issue.5 , pp. 1087-1094
    • Tougeron, D.1    Sha, D.2    Manthravadi, S.3    Sinicrope, F.A.4
  • 10
    • 84960416786 scopus 로고    scopus 로고
    • Mechanisms of nonsteroidal anti-inflammatory drugs in cancer prevention
    • COI: 1:CAS:528:DC%2BC28XpsVClsg%3D%3D, PID: 26970125
    • Umar A, Steele VE, Menter DG, Hawk ET. Mechanisms of nonsteroidal anti-inflammatory drugs in cancer prevention. Semin Oncol. 2016;43(1):65–77.
    • (2016) Semin Oncol , vol.43 , Issue.1 , pp. 65-77
    • Umar, A.1    Steele, V.E.2    Menter, D.G.3    Hawk, E.T.4
  • 11
    • 84984994003 scopus 로고    scopus 로고
    • Aspirin in pancreatic cancer: chemopreventive effects and therapeutic potentials
    • COI: 1:CAS:528:DC%2BC28XhsVWksLjF, PID: 27567928
    • Jiang MJ, Dai JJ, Gu DN, Huang Q, Tian L. Aspirin in pancreatic cancer: chemopreventive effects and therapeutic potentials. Biochim Biophys Acta. 2016;1866(2):163–76.
    • (2016) Biochim Biophys Acta , vol.1866 , Issue.2 , pp. 163-176
    • Jiang, M.J.1    Dai, J.J.2    Gu, D.N.3    Huang, Q.4    Tian, L.5
  • 12
    • 84957674785 scopus 로고    scopus 로고
    • Aspirin and colorectal cancer prevention and treatment: is it for everyone?
    • PID: 27069437
    • Coyle C, Cafferty FH, Langley RE. Aspirin and colorectal cancer prevention and treatment: is it for everyone? Curr Colorectal Cancer Rep. 2016;12:27–34.
    • (2016) Curr Colorectal Cancer Rep , vol.12 , pp. 27-34
    • Coyle, C.1    Cafferty, F.H.2    Langley, R.E.3
  • 15
    • 34249673868 scopus 로고    scopus 로고
    • Aspirin and the risk of colorectal cancer in relation to the expression of COX-2
    • COI: 1:CAS:528:DC%2BD2sXlvVersr0%3D, PID: 17522398
    • Chan AT, Ogino S, Fuchs CS. Aspirin and the risk of colorectal cancer in relation to the expression of COX-2. N Engl J Med. 2007;356(21):2131–42.
    • (2007) N Engl J Med , vol.356 , Issue.21 , pp. 2131-2142
    • Chan, A.T.1    Ogino, S.2    Fuchs, C.S.3
  • 17
    • 0035190476 scopus 로고    scopus 로고
    • Multiple imputation methods for estimating regression coefficients in the competing risks model with missing cause of failure
    • COI: 1:STN:280:DC%2BD38%2Fjs12jtQ%3D%3D, PID: 11764260
    • Lu K, Tsiatis AA. Multiple imputation methods for estimating regression coefficients in the competing risks model with missing cause of failure. Biometrics. 2001;57(4):1191–7.
    • (2001) Biometrics , vol.57 , Issue.4 , pp. 1191-1197
    • Lu, K.1    Tsiatis, A.A.2
  • 18
    • 85026802010 scopus 로고    scopus 로고
    • The competing risks Cox model with auxiliary case covariates under weaker missing-at-random cause of failure
    • Nevo D, Nishihara R, Ogino S, Wang M. The competing risks Cox model with auxiliary case covariates under weaker missing-at-random cause of failure. Lifetime Data Anal. 2017. 10.1007/s10985-017-9401-8.
    • (2017) Lifetime Data Anal
    • Nevo, D.1    Nishihara, R.2    Ogino, S.3    Wang, M.4
  • 19
    • 0029584587 scopus 로고
    • A critical look at methods for handling missing covariates in epidemiologic regression analyses
    • COI: 1:STN:280:DyaK287gvV2ntw%3D%3D, PID: 7503045
    • Greenland S, Finkle WD. A critical look at methods for handling missing covariates in epidemiologic regression analyses. Am J Epidemiol. 1995;142(12):1255–64.
    • (1995) Am J Epidemiol , vol.142 , Issue.12 , pp. 1255-1264
    • Greenland, S.1    Finkle, W.D.2
  • 20
    • 84878516633 scopus 로고    scopus 로고
    • Review of inverse probability weighting for dealing with missing data
    • PID: 21220355
    • Seaman SR, White IR. Review of inverse probability weighting for dealing with missing data. Stat Methods Med Res. 2013;22(3):278–95.
    • (2013) Stat Methods Med Res , vol.22 , Issue.3 , pp. 278-295
    • Seaman, S.R.1    White, I.R.2
  • 22
    • 0000336139 scopus 로고
    • Regression models and life-tables
    • Cox DR. Regression models and life-tables. J R Stat Soc Ser B (Methodological). 1972;34(2):187–220.
    • (1972) J R Stat Soc Ser B (Methodological) , vol.34 , Issue.2 , pp. 187-220
    • Cox, D.R.1
  • 24
    • 0029089461 scopus 로고
    • Applying Cox regression to competing risks
    • COI: 1:STN:280:DyaK2MzptFyntg%3D%3D, PID: 7662841
    • Lunn M, McNeil D. Applying Cox regression to competing risks. Biometrics. 1995;51(2):524–32.
    • (1995) Biometrics , vol.51 , Issue.2 , pp. 524-532
    • Lunn, M.1    McNeil, D.2
  • 25
    • 84956696160 scopus 로고    scopus 로고
    • Clinical and molecular features of young-onset colorectal cancer
    • COI: 1:CAS:528:DC%2BC28XhtFOnt77O, PID: 26855533
    • Ballester V, Rashtak S, Boardman L. Clinical and molecular features of young-onset colorectal cancer. World J Gastroenterol. 2016;22(5):1736–44.
    • (2016) World J Gastroenterol , vol.22 , Issue.5 , pp. 1736-1744
    • Ballester, V.1    Rashtak, S.2    Boardman, L.3
  • 26
    • 58249089525 scopus 로고    scopus 로고
    • CpG island methylator phenotype, microsatellite instability, BRAF mutation and clinical outcome in colon cancer
    • PID: 18832519
    • Ogino S, Nosho K, Kirkner GJ, Kawasaki T, Meyerhardt JA, Loda M, Giovannucci EL, Fuchs CS. CpG island methylator phenotype, microsatellite instability, BRAF mutation and clinical outcome in colon cancer. Gut. 2009;58(1):90–6.
    • (2009) Gut , vol.58 , Issue.1 , pp. 90-96
    • Ogino, S.1    Nosho, K.2    Kirkner, G.J.3    Kawasaki, T.4    Meyerhardt, J.A.5    Loda, M.6    Giovannucci, E.L.7    Fuchs, C.S.8
  • 28
    • 77950655948 scopus 로고    scopus 로고
    • Boca Raton, Chapman & Hall/CRC, forthcoming, p
    • Hernán MA, Robins JM. Causal survival analysis. In: Causal inference. Boca Raton: Chapman & Hall/CRC, forthcoming; 2018. p. 69–78. https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/.
    • (2018) Causal inference , pp. 69-78
    • Hernán, M.A.1    In, R.J.M.C.2
  • 30
    • 67651112075 scopus 로고    scopus 로고
    • Competing risk regression models for epidemiologic data
    • PID: 19494242
    • Lau B, Cole SR, Gange SJ. Competing risk regression models for epidemiologic data. Am J Epidemiol. 2009;170(2):244–56.
    • (2009) Am J Epidemiol , vol.170 , Issue.2 , pp. 244-256
    • Lau, B.1    Cole, S.R.2    Gange, S.J.3
  • 31
    • 54249116043 scopus 로고    scopus 로고
    • A prospective study of dietary folate and vitamin B and colon cancer according to microsatellite instability and KRAS mutational status
    • COI: 1:CAS:528:DC%2BD1cXht1egt7nO
    • Schernhammer ES, Giovannuccci E, Fuchs CS, Ogino S. A prospective study of dietary folate and vitamin B and colon cancer according to microsatellite instability and KRAS mutational status. Cancer Epidemiol Biomark Prev. 2008;17(10):2895–8.
    • (2008) Cancer Epidemiol Biomark Prev , vol.17 , Issue.10 , pp. 2895-2898
    • Schernhammer, E.S.1    Giovannuccci, E.2    Fuchs, C.S.3    Ogino, S.4
  • 34
    • 32844456752 scopus 로고    scopus 로고
    • Distinct molecular features of colorectal carcinoma with signet ring cell component and colorectal carcinoma with mucinous component
    • COI: 1:CAS:528:DC%2BD2MXhtlSqu7%2FJ, PID: 16118624
    • Ogino S, Brahmandam M, Cantor M, Namgyal C, Kawasaki T, Kirkner G, Meyerhardt JA, Loda M, Fuchs CS. Distinct molecular features of colorectal carcinoma with signet ring cell component and colorectal carcinoma with mucinous component. Mod Pathol. 2006;19(1):59–68.
    • (2006) Mod Pathol , vol.19 , Issue.1 , pp. 59-68
    • Ogino, S.1    Brahmandam, M.2    Cantor, M.3    Namgyal, C.4    Kawasaki, T.5    Kirkner, G.6    Meyerhardt, J.A.7    Loda, M.8    Fuchs, C.S.9
  • 35
    • 0141996275 scopus 로고    scopus 로고
    • First-degree relatives of patients with advanced colorectal adenomas have an increased prevalence of colorectal cancer
    • PID: 15017501
    • Lynch KL, Ahnen DJ, Byers T, Weiss DG, Lieberman DA. First-degree relatives of patients with advanced colorectal adenomas have an increased prevalence of colorectal cancer. Clin Gastroenterol Hepatol. 2003;1(2):96–102.
    • (2003) Clin Gastroenterol Hepatol , vol.1 , Issue.2 , pp. 96-102
    • Lynch, K.L.1    Ahnen, D.J.2    Byers, T.3    Weiss, D.G.4    Lieberman, D.A.5
  • 36
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • COI: 1:STN:280:DyaL387ltFyksQ%3D%3D, PID: 7063747
    • Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982;143(1):29–36.
    • (1982) Radiology , vol.143 , Issue.1 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 39
    • 84991056295 scopus 로고    scopus 로고
    • Molecular pathological epidemiology: new developing frontiers of big data science to study etiologies and pathogenesis
    • PID: 27738762
    • Hamada T, Keum N, Nishihara R, Ogino S. Molecular pathological epidemiology: new developing frontiers of big data science to study etiologies and pathogenesis. J Gastroenterol. 2017;52(3):265–75.
    • (2017) J Gastroenterol , vol.52 , Issue.3 , pp. 265-275
    • Hamada, T.1    Keum, N.2    Nishihara, R.3    Ogino, S.4
  • 40
    • 84992395293 scopus 로고    scopus 로고
    • Molecular pathological epidemiology in diabetes mellitus and risk of hepatocellular carcinoma
    • PID: 27721917
    • Gao C. Molecular pathological epidemiology in diabetes mellitus and risk of hepatocellular carcinoma. World J Hepatol. 2016;8(27):1119–27.
    • (2016) World J Hepatol , vol.8 , Issue.27 , pp. 1119-1127
    • Gao, C.1
  • 41
    • 85009494028 scopus 로고    scopus 로고
    • Bioactive nutrients and nutrigenomics in age-related diseases
    • PID: 28075340
    • Rescigno T, Micolucci L, Tecce MF, Capasso A. Bioactive nutrients and nutrigenomics in age-related diseases. Molecules. 2017;22(1):E105.
    • (2017) Molecules , vol.22 , Issue.1 , pp. E105
    • Rescigno, T.1    Micolucci, L.2    Tecce, M.F.3    Capasso, A.4
  • 42
    • 84901499648 scopus 로고    scopus 로고
    • Epidemiological transition of colorectal cancer in developing countries: environmental factors, molecular pathways, and opportunities for prevention
    • PID: 24876728
    • Bishehsari F, Mahdavinia M, Vacca M, Malekzadeh R, Mariani-Costantini R. Epidemiological transition of colorectal cancer in developing countries: environmental factors, molecular pathways, and opportunities for prevention. World J Gastroenterol. 2014;20(20):6055–72.
    • (2014) World J Gastroenterol , vol.20 , Issue.20 , pp. 6055-6072
    • Bishehsari, F.1    Mahdavinia, M.2    Vacca, M.3    Malekzadeh, R.4    Mariani-Costantini, R.5
  • 43
    • 84955408177 scopus 로고    scopus 로고
    • Obesity and colorectal cancer: molecular features of adipose tissue
    • PID: 26801617
    • Martinez-Useros J, Garcia-Foncillas J. Obesity and colorectal cancer: molecular features of adipose tissue. J Transl Med. 2016;14:21.
    • (2016) J Transl Med , vol.14 , pp. 21
    • Martinez-Useros, J.1    Garcia-Foncillas, J.2
  • 45
    • 84992343495 scopus 로고    scopus 로고
    • Chasing the personalized medicine dream through biomarker validation in colorectal cancer
    • COI: 1:CAS:528:DC%2BC28Xhs1Slsb3M, PID: 27693431
    • Patil H, Saxena SG, Barrow CJ, Kanwar JR, Kapat A, Kanwar RK. Chasing the personalized medicine dream through biomarker validation in colorectal cancer. Drug Discov Today. 2017;22(1):111–9.
    • (2017) Drug Discov Today , vol.22 , Issue.1 , pp. 111-119
    • Patil, H.1    Saxena, S.G.2    Barrow, C.J.3    Kanwar, J.R.4    Kapat, A.5    Kanwar, R.K.6
  • 46
    • 84988476553 scopus 로고    scopus 로고
    • Integrative analysis of the colorectal cancer proteome: potential clinical impact
    • COI: 1:CAS:528:DC%2BC28XhsFCmtbnI
    • Alnabulsi A, Murray GI. Integrative analysis of the colorectal cancer proteome: potential clinical impact. Expert Rev Proteomics. 2016;13(10):917–27.
    • (2016) Expert Rev Proteomics , vol.13 , Issue.10 , pp. 917-927
    • Alnabulsi, A.1    Murray, G.I.2
  • 52
    • 85006190060 scopus 로고    scopus 로고
    • Identifying etiologically distinct sub-types of cancer: a demonstration project involving breast cancer
    • COI: 1:CAS:528:DC%2BC2MXhsVyqu7zN, PID: 25974664
    • Begg CB, Orlow I, Zabor EC, Arora A, Sharma A, Seshan VE, Bernstein JL. Identifying etiologically distinct sub-types of cancer: a demonstration project involving breast cancer. Cancer Med. 2015;4(9):1432–9.
    • (2015) Cancer Med , vol.4 , Issue.9 , pp. 1432-1439
    • Begg, C.B.1    Orlow, I.2    Zabor, E.C.3    Arora, A.4    Sharma, A.5    Seshan, V.E.6    Bernstein, J.L.7
  • 54
    • 84887234628 scopus 로고    scopus 로고
    • A conceptual and methodological framework for investigating etiologic heterogeneity
    • PID: 23857589
    • Begg CB, Zabor EC, Bernstein JL, Bernstein L, Press MF, Seshan VE. A conceptual and methodological framework for investigating etiologic heterogeneity. Stat Med. 2013;32(29):5039–52.
    • (2013) Stat Med , vol.32 , Issue.29 , pp. 5039-5052
    • Begg, C.B.1    Zabor, E.C.2    Bernstein, J.L.3    Bernstein, L.4    Press, M.F.5    Seshan, V.E.6
  • 55
    • 77955885005 scopus 로고    scopus 로고
    • Analysis of cohort studies with multivariate and partially observed disease classification data
    • PID: 22822252
    • Chatterjee N, Sinha S, Diver WR, Feigelson HS. Analysis of cohort studies with multivariate and partially observed disease classification data. Biometrika. 2010;97(3):683–98.
    • (2010) Biometrika , vol.97 , Issue.3 , pp. 683-698
    • Chatterjee, N.1    Sinha, S.2    Diver, W.R.3    Feigelson, H.S.4
  • 56
    • 84938801963 scopus 로고    scopus 로고
    • A meta-regression method for studying etiological heterogeneity across disease subtypes classified by multiple biomarkers
    • PID: 26116215
    • Wang M, Kuchiba A, Ogino S. A meta-regression method for studying etiological heterogeneity across disease subtypes classified by multiple biomarkers. Am J Epidemiol. 2015;182(3):263–70.
    • (2015) Am J Epidemiol , vol.182 , Issue.3 , pp. 263-270
    • Wang, M.1    Kuchiba, A.2    Ogino, S.3
  • 59
    • 0037470266 scopus 로고    scopus 로고
    • Bias due to missing exposure data using complete-case analysis in the proportional hazards regression model
    • PID: 12590413
    • Demissie S, LaValley MP, Horton NJ, Glynn RJ, Cupples LA. Bias due to missing exposure data using complete-case analysis in the proportional hazards regression model. Stat Med. 2003;22(4):545–57.
    • (2003) Stat Med , vol.22 , Issue.4 , pp. 545-557
    • Demissie, S.1    LaValley, M.P.2    Horton, N.J.3    Glynn, R.J.4    Cupples, L.A.5


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