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Volumn 22, Issue 5, 2013, Pages 517-523

Drug safety data mining with a tree-based scan statistic

(15)  Kulldorff, Martin a,b   Dashevsky, Inna a   Avery, Taliser R a   Chan, Arnold K c,d   Davis, Robert L e   Graham, David f   Platt, Richard a,b   Andrade, Susan E b,g   Boudreau, Denise b,h   Gunter, Margaret J b,i   Herrinton, Lisa J b,e   Pawloski, Pamala A b,j   Raebel, Marsha A b,e   Roblin, Douglas b,e   Brown, Jeffrey S a,b  


Author keywords

Adverse events; Clusters; Data mining; Drug safety surveillance; Pharmacoepidemiology; Pharmacovigilance; Scan statistics

Indexed keywords

GLIBENCLAMIDE; ITRACONAZOLE; METFORMIN; PIOGLITAZONE; ROSIGLITAZONE; TERBINAFINE;

EID: 84877619276     PISSN: 10538569     EISSN: 10991557     Source Type: Journal    
DOI: 10.1002/pds.3423     Document Type: Article
Times cited : (79)

References (43)
  • 1
    • 33750338501 scopus 로고    scopus 로고
    • Committee on the Assessment of the US Drug Safety System. Washington D.C.: Institute of Medicine of the National Academies
    • Committee on the Assessment of the US Drug Safety System. The Future of Drug Safety: Promoting and Protecting the Health of the Public. Washington D.C.: Institute of Medicine of the National Academies; 2006.
    • (2006) The Future of Drug Safety: Promoting and Protecting the Health of the Public
  • 3
    • 68849123390 scopus 로고    scopus 로고
    • Managing drug-risk information-what to do with all those new numbers
    • Avorn J, Schneeweiss S. Managing drug-risk information-what to do with all those new numbers. N Engl J Med 2009; 361: 647-9.
    • (2009) N Engl J Med , vol.361 , pp. 647-649
    • Avorn, J.1    Schneeweiss, S.2
  • 4
    • 20944451278 scopus 로고    scopus 로고
    • Active surveillance of vaccine safety: a system to detect early signs of adverse events
    • Davis RL, Kolczak M, Lewis E, et al. Active surveillance of vaccine safety: a system to detect early signs of adverse events. Epidemiology 2005; 16: 336-41.
    • (2005) Epidemiology , vol.16 , pp. 336-341
    • Davis, R.L.1    Kolczak, M.2    Lewis, E.3
  • 5
    • 0035211437 scopus 로고    scopus 로고
    • Multicenter epidemiologic and health services research on therapeutics in the HMO Research Network Center for Education and Research on Therapeutics
    • Platt R, Davis R, Finkelstein J, et al. Multicenter epidemiologic and health services research on therapeutics in the HMO Research Network Center for Education and Research on Therapeutics. Pharmacoepidemiol Drug Saf 2001; 10: 373-7.
    • (2001) Pharmacoepidemiol Drug Saf , vol.10 , pp. 373-377
    • Platt, R.1    Davis, R.2    Finkelstein, J.3
  • 6
    • 79955514152 scopus 로고    scopus 로고
    • Active surveillance for adverse events: the experience of the vaccine safety datalink project
    • Yih WK, Kulldorff M, Fireman BH et al.. Active surveillance for adverse events: the experience of the vaccine safety datalink project. Pediatrics, 2011; 127: S54-64
    • (2011) Pediatrics , vol.127
    • Yih, W.K.1    Kulldorff, M.2    Fireman, B.H.3
  • 7
    • 85102539083 scopus 로고    scopus 로고
    • 4th ed. West Sussex, England: Wiley
    • Strom BL. Pharmacoepidemiology. 4th ed. West Sussex, England: Wiley; 2005.
    • (2005) Pharmacoepidemiology
    • Strom, B.L.1
  • 8
    • 33846413539 scopus 로고    scopus 로고
    • Bayesian data mining techniques: the evidence provided by signals detected in single-company spontaneous reports databases
    • Cesana M, Cerutti R, Grossi E, et al. Bayesian data mining techniques: the evidence provided by signals detected in single-company spontaneous reports databases. Drug Inf J 2007; 41: 11-21.
    • (2007) Drug Inf J , vol.41 , pp. 11-21
    • Cesana, M.1    Cerutti, R.2    Grossi, E.3
  • 9
    • 0038931405 scopus 로고    scopus 로고
    • Bayesian data mining in large frequency tables, with an application to the FDA spontaneous reporting system
    • DuMouchel W. Bayesian data mining in large frequency tables, with an application to the FDA spontaneous reporting system. Am Stat 1999; 53: 177-90.
    • (1999) Am Stat , vol.53 , pp. 177-190
    • DuMouchel, W.1
  • 10
    • 0034749428 scopus 로고    scopus 로고
    • Some US Food and Drug Administration perspectives on data mining for pediatric safety assessment
    • O'Neill R, Szarfman A. Some US Food and Drug Administration perspectives on data mining for pediatric safety assessment. Current Therapeutic Research 2001; 62: 650-63.
    • (2001) Current Therapeutic Research , vol.62 , pp. 650-663
    • O'Neill, R.1    Szarfman, A.2
  • 11
    • 0036300732 scopus 로고    scopus 로고
    • Use of screening algorithms and computer systems to efficiently signal higher-than-expected combinations of drugs and events in the US FDA's spontaneous reports database
    • Szarfman A, Machado SG, O'Neill RT. Use of screening algorithms and computer systems to efficiently signal higher-than-expected combinations of drugs and events in the US FDA's spontaneous reports database. Drug Saf 2002; 25: 381-92.
    • (2002) Drug Saf , vol.25 , pp. 381-392
    • Szarfman, A.1    Machado, S.G.2    O'Neill, R.T.3
  • 12
    • 65949096013 scopus 로고    scopus 로고
    • Drug-induced torsades de pointes: data mining of the public version of the FDA Adverse Event Reporting System (AERS)
    • Poluzzi E, Raschi E, Moretti U, De Ponti F. Drug-induced torsades de pointes: data mining of the public version of the FDA Adverse Event Reporting System (AERS). Pharmacoepidemiol Drug Saf 2009; 18: 512-8.
    • (2009) Pharmacoepidemiol Drug Saf , vol.18 , pp. 512-518
    • Poluzzi, E.1    Raschi, E.2    Moretti, U.3    De Ponti, F.4
  • 13
    • 37349104178 scopus 로고    scopus 로고
    • Early detection of adverse drug events within population-based health networks: application of sequential testing methods
    • Brown JS, Kulldorff M, Chan KA, et al. Early detection of adverse drug events within population-based health networks: application of sequential testing methods. Pharmacoepidemiol Drug Saf 2007; 16: 1275-84.
    • (2007) Pharmacoepidemiol Drug Saf , vol.16 , pp. 1275-1284
    • Brown, J.S.1    Kulldorff, M.2    Chan, K.A.3
  • 14
    • 34848826898 scopus 로고    scopus 로고
    • Real-Time vaccine safety surveillance for the early detection of adverse events
    • Lieu TA, Kulldorff M, Davis RL, et al. Real-Time vaccine safety surveillance for the early detection of adverse events. Med Care 2007; 45: S89-S95.
    • (2007) Med Care , vol.45
    • Lieu, T.A.1    Kulldorff, M.2    Davis, R.L.3
  • 15
    • 0037869537 scopus 로고    scopus 로고
    • A tree-based scan statistic for database disease surveillance
    • Kulldorff M, Fang Z, Walsh SJ. A tree-based scan statistic for database disease surveillance. Biometrics 2003; 59: 323-31.
    • (2003) Biometrics , vol.59 , pp. 323-331
    • Kulldorff, M.1    Fang, Z.2    Walsh, S.J.3
  • 16
    • 33847336554 scopus 로고    scopus 로고
    • Liver and thyroid monitoring in ambulatory patients prescribed amiodarone in 10 HMOs
    • Raebel MA, Carroll NM, Simon SR, et al. Liver and thyroid monitoring in ambulatory patients prescribed amiodarone in 10 HMOs. J Manag Care Pharm 2006; 12: 656-64.
    • (2006) J Manag Care Pharm , vol.12 , pp. 656-664
    • Raebel, M.A.1    Carroll, N.M.2    Simon, S.R.3
  • 17
    • 30944435600 scopus 로고    scopus 로고
    • Laboratory monitoring of drugs at initiation of therapy in ambulatory care
    • Raebel MA, Lyons EE, Andrade SE, et al. Laboratory monitoring of drugs at initiation of therapy in ambulatory care. J Gen Intern Med 2005; 20: 1120-6.
    • (2005) J Gen Intern Med , vol.20 , pp. 1120-1126
    • Raebel, M.A.1    Lyons, E.E.2    Andrade, S.E.3
  • 18
    • 33846550667 scopus 로고    scopus 로고
    • Laboratory monitoring of potassium and creatinine in ambulatory patients receiving angiotensin converting enzyme inhibitors and angiotensin receptor blockers
    • Raebel MA, McClure DL, Simon SR, et al. Laboratory monitoring of potassium and creatinine in ambulatory patients receiving angiotensin converting enzyme inhibitors and angiotensin receptor blockers. Pharmacoepidemiol Drug Saf 2007; 16: 55-64.
    • (2007) Pharmacoepidemiol Drug Saf , vol.16 , pp. 55-64
    • Raebel, M.A.1    McClure, D.L.2    Simon, S.R.3
  • 19
    • 29344468668 scopus 로고    scopus 로고
    • Baseline laboratory monitoring of cardiovascular medications in elderly health maintenance organization enrollees
    • Simon SR, Andrade SE, Ellis JL, et al. Baseline laboratory monitoring of cardiovascular medications in elderly health maintenance organization enrollees. J Am Geriatr Soc 2005; 53: 2165-9.
    • (2005) J Am Geriatr Soc , vol.53 , pp. 2165-2169
    • Simon, S.R.1    Andrade, S.E.2    Ellis, J.L.3
  • 20
    • 15044340359 scopus 로고    scopus 로고
    • Potentially inappropriate medication use by elderly persons in U.S. Health Maintenance Organizations, 2000-2001
    • Simon SR, Chan KA, Soumerai SB, et al. Potentially inappropriate medication use by elderly persons in U.S. Health Maintenance Organizations, 2000-2001. J Am Geriatr Soc 2005; 53: 227-32.
    • (2005) J Am Geriatr Soc , vol.53 , pp. 227-232
    • Simon, S.R.1    Chan, K.A.2    Soumerai, S.B.3
  • 21
    • 33745782075 scopus 로고    scopus 로고
    • FDA drug prescribing warnings: is the black box half empty or half full?
    • Wagner AK, Chan KA, Dashevsky I, et al. FDA drug prescribing warnings: is the black box half empty or half full? Pharmacoepidemiol Drug Saf 2006; 15: 369-86.
    • (2006) Pharmacoepidemiol Drug Saf , vol.15 , pp. 369-386
    • Wagner, A.K.1    Chan, K.A.2    Dashevsky, I.3
  • 22
    • 30944444685 scopus 로고    scopus 로고
    • The HMO Research Network
    • Strom B, ed. . West Sussex, England: Wiley
    • Chan KA, Davis RL, Gunter MJ, et al. The HMO Research Network. In: Strom B, ed. Pharmacoepidemiology. West Sussex, England: Wiley; 2005.
    • (2005) Pharmacoepidemiology
    • Chan, K.A.1    Davis, R.L.2    Gunter, M.J.3
  • 23
    • 84877592483 scopus 로고    scopus 로고
    • Clinical Classifications Software. . (Accessed January, 2010)
    • Clinical Classifications Software. 2010. (Accessed January, 2010, at http://www.ahcpr.gov/data/hcup/ccs.htm.)
    • (2010)
  • 24
    • 0004250397 scopus 로고    scopus 로고
    • Glaz J, Balakrishnan N, eds. New York: Birkhäuser Boston
    • Glaz J, Balakrishnan N, eds. Scan Statistics and Applications. New York: Birkhäuser Boston; 1999.
    • (1999) Scan Statistics and Applications
  • 26
    • 0000816074 scopus 로고
    • Modified randomization tests for nonparametric hypotheses
    • Dwass M. Modified randomization tests for nonparametric hypotheses. Ann of Math Stat 1957; 28: 181-7.
    • (1957) Ann of Math Stat , vol.28 , pp. 181-187
    • Dwass, M.1
  • 27
    • 33846192798 scopus 로고    scopus 로고
    • Terbinafine-induced hepatic failure requiring liver transplantation
    • Perveze Z, Johnson MW, Rubin RA, et al. Terbinafine-induced hepatic failure requiring liver transplantation. Liver Transpl. 2007; 13: 162-164.
    • (2007) Liver Transpl , vol.13 , pp. 162-164
    • Perveze, Z.1    Johnson, M.W.2    Rubin, R.A.3
  • 28
    • 57749179689 scopus 로고    scopus 로고
    • Pustular psoriasis induced by terbinafine: differential diagnosis from acute generalized exanthematous pustulosis
    • Tokuyama Y, Senoh A, Setsu N, Iwatsuki K. Pustular psoriasis induced by terbinafine: differential diagnosis from acute generalized exanthematous pustulosis. Eur J Dermatol. 2008; 18: 725-726.
    • (2008) Eur J Dermatol , vol.18 , pp. 725-726
    • Tokuyama, Y.1    Senoh, A.2    Setsu, N.3    Iwatsuki, K.4
  • 29
    • 84860390037 scopus 로고    scopus 로고
    • IMPROVIT Study Group. Voriconazole versus itraconazole for antifungal prophylaxis following allogeneic haematopoietic stem-cell transplantation
    • Marks DI, Pagliuca A, Kibbler CC, et al. IMPROVIT Study Group. Voriconazole versus itraconazole for antifungal prophylaxis following allogeneic haematopoietic stem-cell transplantation. Br J Haematol. 2011; 155: 318-327.
    • (2011) Br J Haematol , vol.155 , pp. 318-327
    • Marks, D.I.1    Pagliuca, A.2    Kibbler, C.C.3
  • 31
    • 33644860120 scopus 로고    scopus 로고
    • Oral terbinafine in the treatment of multi-site seborrhoic dermatitis: a multicenter, double-blind placebo-controlled study
    • Vena GA, Micali G, Santoianni P, Cassano N, Peruzzi E. Oral terbinafine in the treatment of multi-site seborrhoic dermatitis: a multicenter, double-blind placebo-controlled study. Int J Immunopathol Pharmacol 2005; 18: 745-753.
    • (2005) Int J Immunopathol Pharmacol , vol.18 , pp. 745-753
    • Vena, G.A.1    Micali, G.2    Santoianni, P.3    Cassano, N.4    Peruzzi, E.5
  • 32
    • 27744540495 scopus 로고    scopus 로고
    • Fungal arthritis and osteomyelitis
    • Kohli R, Hadley S. Fungal arthritis and osteomyelitis. Infect Dis Clin North Am 2005; 19: 831-51.
    • (2005) Infect Dis Clin North Am , vol.19 , pp. 831-851
    • Kohli, R.1    Hadley, S.2
  • 33
    • 58149269716 scopus 로고    scopus 로고
    • Projection of diabetic retinopathy and other major eye diseases among people with diabetes mellitus: United States, 2005-2050
    • Saaddine JB, Honeycutt AA, Narayan KM, Zhang X, Klein R, Boyle JP. Projection of diabetic retinopathy and other major eye diseases among people with diabetes mellitus: United States, 2005-2050. Arch Ophthalmol 2008; 126: 1740-1747.
    • (2008) Arch Ophthalmol , vol.126 , pp. 1740-1747
    • Saaddine, J.B.1    Honeycutt, A.A.2    Narayan, K.M.3    Zhang, X.4    Klein, R.5    Boyle, J.P.6
  • 34
    • 67149146438 scopus 로고    scopus 로고
    • Rosiglitazone evaluated for cardiovascular outcomes in oral agent combination therapy for type 2 diabetes (RECORD): a multicentre, randomized, open-label trial
    • Home PD, Pocock SJ, Beck-Nielsen H, et al. Rosiglitazone evaluated for cardiovascular outcomes in oral agent combination therapy for type 2 diabetes (RECORD): a multicentre, randomized, open-label trial. Lancet 2009; 373: 2125-35.
    • (2009) Lancet , vol.373 , pp. 2125-2135
    • Home, P.D.1    Pocock, S.J.2    Beck-Nielsen, H.3
  • 35
    • 34648832073 scopus 로고    scopus 로고
    • Congestive heart failure and cardiovascular death in patients with prediabetes and type 2 diabetes given thiazolidinediones: a meta-analysis of randomized clinical trials
    • Lago RM, Singh PP, Nesto RW. Congestive heart failure and cardiovascular death in patients with prediabetes and type 2 diabetes given thiazolidinediones: a meta-analysis of randomized clinical trials. Lancet 2007; 370: 1129-36.
    • (2007) Lancet , vol.370 , pp. 1129-1136
    • Lago, R.M.1    Singh, P.P.2    Nesto, R.W.3
  • 36
    • 0037417580 scopus 로고    scopus 로고
    • Contraindications to the use of metformin
    • Jones G, Macklin J, Alexander W. Contraindications to the use of metformin. Br Med J, 2003; 326: 4-5.
    • (2003) Br Med J , vol.326 , pp. 4-5
    • Jones, G.1    Macklin, J.2    Alexander, W.3
  • 37
    • 0031871338 scopus 로고    scopus 로고
    • A Bayesian neural network method for adverse drug reaction signal generation
    • Bate A, Lindquist M, Edwards IR, et al. A Bayesian neural network method for adverse drug reaction signal generation. Eur J Clin Pharmacol, 1998; 54: 315-321.
    • (1998) Eur J Clin Pharmacol , vol.54 , pp. 315-321
    • Bate, A.1    Lindquist, M.2    Edwards, I.R.3
  • 38
    • 0035700740 scopus 로고    scopus 로고
    • Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports
    • Evans SJ, Waller PC, Davis S. Use of proportional reporting ratios (PRRs) for signal generation from spontaneous adverse drug reaction reports. Pharmacoepidemiology and Dr S, 2001; 10: 483-486.
    • (2001) Pharmacoepidemiology and Dr S , vol.10 , pp. 483-486
    • Evans, S.J.1    Waller, P.C.2    Davis, S.3
  • 39
    • 4544368008 scopus 로고    scopus 로고
    • The reporting odds ratio and its advantages over the proportional reporting ratio
    • Rothman KJ, Lanes S, Sacks ST. The reporting odds ratio and its advantages over the proportional reporting ratio. Pharmacoepidemiol Drug Saf, 2004; 13: 519-523.
    • (2004) Pharmacoepidemiol Drug Saf , vol.13 , pp. 519-523
    • Rothman, K.J.1    Lanes, S.2    Sacks, S.T.3
  • 40
    • 79951975416 scopus 로고    scopus 로고
    • Methods for drug safety signal detection in longitudinal observational databases: LGPS and LEOPARD
    • Schuemie MJ. Methods for drug safety signal detection in longitudinal observational databases: LGPS and LEOPARD. Pharmacoepidemiol Drug Saf, 2011; 20: 292-299
    • (2011) Pharmacoepidemiol Drug Saf , vol.20 , pp. 292-299
    • Schuemie, M.J.1
  • 41
    • 84855985316 scopus 로고    scopus 로고
    • A likelihood ratio test based method for signal detection with application to FDA's drug safety data
    • Huang L, Zalkikar J, Tiwari RC. A likelihood ratio test based method for signal detection with application to FDA's drug safety data. J Am Stat Assoc, 2011; 106: 1230-1241.
    • (2011) J Am Stat Assoc , vol.106 , pp. 1230-1241
    • Huang, L.1    Zalkikar, J.2    Tiwari, R.C.3
  • 42
    • 73349110088 scopus 로고    scopus 로고
    • Active influenza vaccine safety surveillance: potential within a healthcare claims environment
    • Brown J, Moore K, Braun M, et al. Active influenza vaccine safety surveillance: potential within a healthcare claims environment. Med Care 2009; 47: 1251-7.
    • (2009) Med Care , vol.47 , pp. 1251-1257
    • Brown, J.1    Moore, K.2    Braun, M.3
  • 43
    • 84877586599 scopus 로고    scopus 로고
    • Implementation of rapid cycle analysis for detection of potential excess risk of adverse events following influenza vaccination: a policy maker's guide . (Accessed March, 2010)
    • Implementation of rapid cycle analysis for detection of potential excess risk of adverse events following influenza vaccination: a policy maker's guide 2009. (Accessed March, 2010, at http://www.fda.gov/downloads/BiologicsBloodVaccines/GuidanceComplianceRegulatoryInformation/PostMarketActivities/UCM196254.pdf.)
    • (2009)


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