Skip to main content

2013 | OriginalPaper | Buchkapitel

Identifying and Addressing Safety Signals in Clinical Trials: Some Issues and Challenges

verfasst von : Thomas R. Fleming

Erschienen in: Proceedings of the Fourth Seattle Symposium in Biostatistics: Clinical Trials

Verlag: Springer New York

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Reliable evidence is needed from clinical research about whether the interventions used in clinical practice are safe as well as effective. Regarding risk, safety is not established by failure to establish excess risk, such as obtaining confidence intervals for the relative risk of safety events that include unity. Absence of evidence is not evidence of absence. Rather, safety is established if available data about safety are sufficiently favorable and reliable to rule out the threshold for unacceptable risk, where this threshold should be determined by considering the strength of the evidence for efficacy.
Important insights about safety usually will be provided before marketing through Phase 1, 2, and 3 clinical trials. These insights, especially regarding risks associated with long-term use of the intervention and risks of rare but clinically compelling events, are enhanced by post-marketing active and passive surveillance, and especially by large, long-term randomized trials that provide the most reliable approach for identifying and addressing safety signals. The integrity of these randomized trials is enhanced by preventing irregularities in the quality of trial conduct that would reduce their sensitivity to detecting clinically meaningful safety risks caused by the experimental regimen.
After considering approaches to identifying and addressing safety risks and discussing performance standards to improve the quality of conduct of safety trials, we will consider further the vulnerability to undetected safety risks when evidence for efficacy has been limited to documentation of effects on surrogate endpoints such as biomarkers, and then discuss important considerations regarding cardiovascular safety trials conducted in the setting of type 2 diabetes mellitus.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat Nelson HS, Weiss ST, Bleecker ER, Yancey MS, Dorinsky PM, SMART Study Group (2006) The Salmeterol Multicenter Asthma Research Trial. Chest 129:15–26CrossRef Nelson HS, Weiss ST, Bleecker ER, Yancey MS, Dorinsky PM, SMART Study Group (2006) The Salmeterol Multicenter Asthma Research Trial. Chest 129:15–26CrossRef
3.
Zurück zum Zitat Strom BL, Faich GA, Reynolds RF, Eng SM, D'Agostino RB, Ruskin JN, Kane JM (2008) The Ziprasidone Observational Study of Cardiac Outcomes (ZODIAC): design and baseline subject characteristics. J Clin Psychiatry 69(1):114–121CrossRef Strom BL, Faich GA, Reynolds RF, Eng SM, D'Agostino RB, Ruskin JN, Kane JM (2008) The Ziprasidone Observational Study of Cardiac Outcomes (ZODIAC): design and baseline subject characteristics. J Clin Psychiatry 69(1):114–121CrossRef
4.
Zurück zum Zitat Pfeffer MA, Burdmann EA, Chen CY, Cooper ME, de Zeeuw D, Eckardt KU, Feyzi JM, Ivanovich P, Kewalramani R, Levey AS, Lewis EF, McGill JB, McMurray JJ, Parfrey P, Parving HH, Remuzzi G, Singh AK, Solomon SD, Toto R, for the TREAT Investigators (2009) A trial of darbepoetin alfa in type II diabetes and chronic kidney disease. N Engl J Med 361:2019–2032 Pfeffer MA, Burdmann EA, Chen CY, Cooper ME, de Zeeuw D, Eckardt KU, Feyzi JM, Ivanovich P, Kewalramani R, Levey AS, Lewis EF, McGill JB, McMurray JJ, Parfrey P, Parving HH, Remuzzi G, Singh AK, Solomon SD, Toto R, for the TREAT Investigators (2009) A trial of darbepoetin alfa in type II diabetes and chronic kidney disease. N Engl J Med 361:2019–2032
5.
Zurück zum Zitat Singh AK, Szczech L, Tang KL, Barnhart H, Sapp S, Wolfson M, Reddan D, for the CHOIR Investigators (2006) Correction of anemia with epoetin alfa in chronic kidney disease. N Engl J Med 355:2085–2098 Singh AK, Szczech L, Tang KL, Barnhart H, Sapp S, Wolfson M, Reddan D, for the CHOIR Investigators (2006) Correction of anemia with epoetin alfa in chronic kidney disease. N Engl J Med 355:2085–2098
6.
Zurück zum Zitat Drüeke TB, Locatelli F, Clyne N, Eckardt KU, Macdougall IC, Tsakiris D, Burger HU, Scherhag A, for the CREATE Investigators (2006) Normalization of hemoglobin level in patients with chronic kidney disease and anemia. N Engl J Med 355:2071–2084 Drüeke TB, Locatelli F, Clyne N, Eckardt KU, Macdougall IC, Tsakiris D, Burger HU, Scherhag A, for the CREATE Investigators (2006) Normalization of hemoglobin level in patients with chronic kidney disease and anemia. N Engl J Med 355:2071–2084
7.
Zurück zum Zitat Besarab A, Bolton WK, Browne JK, Egrie JC, Nissenson AR, Okamoto DM, Schwab SJ, Goodkin DA (1998) The effects of normal as compared with low hematocrit values in patients with cardiac disease who are receiving hemodialysis and epoetin. N Engl J Med 339:584–590CrossRef Besarab A, Bolton WK, Browne JK, Egrie JC, Nissenson AR, Okamoto DM, Schwab SJ, Goodkin DA (1998) The effects of normal as compared with low hematocrit values in patients with cardiac disease who are receiving hemodialysis and epoetin. N Engl J Med 339:584–590CrossRef
9.
Zurück zum Zitat The Action to Control Cardiovascular Risk in Diabetes Study Group (2008) Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med 358:2545–2559CrossRef The Action to Control Cardiovascular Risk in Diabetes Study Group (2008) Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med 358:2545–2559CrossRef
10.
Zurück zum Zitat Ettinger B, Black DM, Mitlak BH et al (1999) Reduction of vertebral fracture risk in postmenopausal women with osteoporosis treated with raloxifene: results from a 3-year randomized clinical trial. JAMA 282(7):637–645CrossRef Ettinger B, Black DM, Mitlak BH et al (1999) Reduction of vertebral fracture risk in postmenopausal women with osteoporosis treated with raloxifene: results from a 3-year randomized clinical trial. JAMA 282(7):637–645CrossRef
11.
Zurück zum Zitat Wooltorton E (2006) Osteoporosis treatment: raloxifene (Evista) and stroke mortality. CMAJ 175(2):147–148CrossRef Wooltorton E (2006) Osteoporosis treatment: raloxifene (Evista) and stroke mortality. CMAJ 175(2):147–148CrossRef
12.
Zurück zum Zitat Stefanick ML (2006) Risk–benefit profiles of raloxifene for women. N Engl J Med 355:190–192CrossRef Stefanick ML (2006) Risk–benefit profiles of raloxifene for women. N Engl J Med 355:190–192CrossRef
13.
Zurück zum Zitat Mosca L, Grady D, Barrett-Connor E, Collins P, Wenger N, Abramson BL, Paganini-Hill A, Geiger MJ, Dowsett SA, Amewou-Atisso M, Kornitzer M (2009) Effect of raloxifene on stroke and venous thromboembolism according to subgroups in postmenopausal women at increased risk of coronary heart disease. Stroke 40:147–155CrossRef Mosca L, Grady D, Barrett-Connor E, Collins P, Wenger N, Abramson BL, Paganini-Hill A, Geiger MJ, Dowsett SA, Amewou-Atisso M, Kornitzer M (2009) Effect of raloxifene on stroke and venous thromboembolism according to subgroups in postmenopausal women at increased risk of coronary heart disease. Stroke 40:147–155CrossRef
14.
Zurück zum Zitat Nissen SE, Wolski K (2007) Effect of rosiglitazone on the risk of myocardial infarction and death from cardiovascular causes. N Engl J Med 356:2457–2471CrossRef Nissen SE, Wolski K (2007) Effect of rosiglitazone on the risk of myocardial infarction and death from cardiovascular causes. N Engl J Med 356:2457–2471CrossRef
15.
Zurück zum Zitat Baggs J, Gee J, Lewis E et al (2011) The Vaccine Safety Datalink: a model for monitoring immunization safety. Pediatrics 127:S45–S53CrossRef Baggs J, Gee J, Lewis E et al (2011) The Vaccine Safety Datalink: a model for monitoring immunization safety. Pediatrics 127:S45–S53CrossRef
16.
Zurück zum Zitat Behrman RE, Benner JS, Brown JS et al (2011) Developing the sentinel system — a national resource for evidence development. N Engl J Med 364(6):498–499CrossRef Behrman RE, Benner JS, Brown JS et al (2011) Developing the sentinel system — a national resource for evidence development. N Engl J Med 364(6):498–499CrossRef
17.
Zurück zum Zitat Murphy TM, Gargiullo PM, Massoudi MS, Nelson DB, Jumaan AO, Okoro CA, Zanardi LR, Setia S, Fair E, LeBaron CW, Schwartz B, Wharton M, Livingood JR, for the Rotavirus Intussusception Investigation Team (2001) Intussusception among infants given an oral rotavirus vaccine. N Engl J Med 344:564–572 Murphy TM, Gargiullo PM, Massoudi MS, Nelson DB, Jumaan AO, Okoro CA, Zanardi LR, Setia S, Fair E, LeBaron CW, Schwartz B, Wharton M, Livingood JR, for the Rotavirus Intussusception Investigation Team (2001) Intussusception among infants given an oral rotavirus vaccine. N Engl J Med 344:564–572
18.
Zurück zum Zitat Assche GV, Van Ranst M, Sciot R, Dubois B, Vermeire S, Noman M, Verbeeck J, Geboes K, Robberecht W, Rutgeerts P (2005) Progressive multifocal leukoencephalopathy after Natalizumab therapy for Crohn’s Disease. N Engl J Med 353:362–368CrossRef Assche GV, Van Ranst M, Sciot R, Dubois B, Vermeire S, Noman M, Verbeeck J, Geboes K, Robberecht W, Rutgeerts P (2005) Progressive multifocal leukoencephalopathy after Natalizumab therapy for Crohn’s Disease. N Engl J Med 353:362–368CrossRef
19.
Zurück zum Zitat Emerson S, Kittelson J, Gillen D (2007) Frequentist evaluation of group sequential clinical trial designs. Stat Med 26(28):5047–5080MathSciNetCrossRef Emerson S, Kittelson J, Gillen D (2007) Frequentist evaluation of group sequential clinical trial designs. Stat Med 26(28):5047–5080MathSciNetCrossRef
20.
Zurück zum Zitat Rossebo AB, Pedersen TR, Boman K, Brudi P, Chambers JB, Egstrup K, Gerdts E, Gohlke-Bärwolf C, Holme I, Kesäniemi YA, Malbecq W, Nienaber CA, Ray S, Skjærpe T, Wachtell K, Willenheimer R, for the SEAS Investigators (2008) Intensive lipid lowering with Simvastatin and Ezetimibe in aortic stenosis. N Engl J Med 359:1343–1356 Rossebo AB, Pedersen TR, Boman K, Brudi P, Chambers JB, Egstrup K, Gerdts E, Gohlke-Bärwolf C, Holme I, Kesäniemi YA, Malbecq W, Nienaber CA, Ray S, Skjærpe T, Wachtell K, Willenheimer R, for the SEAS Investigators (2008) Intensive lipid lowering with Simvastatin and Ezetimibe in aortic stenosis. N Engl J Med 359:1343–1356
21.
Zurück zum Zitat Fleming TR (2010) Clinical trials: discerning hype from substance. Ann Intern Med 153:400–406 Fleming TR (2010) Clinical trials: discerning hype from substance. Ann Intern Med 153:400–406
22.
Zurück zum Zitat Bradford PG, Awad AB (2007) Phytosterols as anticancer compounds. Mol Nutr Food Res 51:161–170CrossRef Bradford PG, Awad AB (2007) Phytosterols as anticancer compounds. Mol Nutr Food Res 51:161–170CrossRef
23.
Zurück zum Zitat Assmann G, Kannenbert F, Ramey DR, Musliner TA, Gutkin SW, Veltri EP (2008) Effects of ezetimibe, simvastatin, atorvastatin, and ezetimibe-statin therapies on non-cholesterol sterols in patients with primary hypercholesterolemia. Curr Med Res Opin 24:249–259CrossRef Assmann G, Kannenbert F, Ramey DR, Musliner TA, Gutkin SW, Veltri EP (2008) Effects of ezetimibe, simvastatin, atorvastatin, and ezetimibe-statin therapies on non-cholesterol sterols in patients with primary hypercholesterolemia. Curr Med Res Opin 24:249–259CrossRef
24.
Zurück zum Zitat Imanaka H, Koide H, Shimizu S et al (2008) Chemoprevention of tumor metastasis by liposomal β-sitosterol intake. Biol Pharm Bull 31:400–404CrossRef Imanaka H, Koide H, Shimizu S et al (2008) Chemoprevention of tumor metastasis by liposomal β-sitosterol intake. Biol Pharm Bull 31:400–404CrossRef
25.
Zurück zum Zitat Cannon CP, Guigliano RP, Blaxing MA et al (2005) Rationale and design of IMPROVE-IT (IMProved Reduction of Outcomes: Vytorin Efficacy International Trial): comparison of ezetimibe/simvastatin versus simvastatin monotherapy on cardiovascular outcomes in patients with acute coronary syndrome. Am Heart J 149:464–473CrossRef Cannon CP, Guigliano RP, Blaxing MA et al (2005) Rationale and design of IMPROVE-IT (IMProved Reduction of Outcomes: Vytorin Efficacy International Trial): comparison of ezetimibe/simvastatin versus simvastatin monotherapy on cardiovascular outcomes in patients with acute coronary syndrome. Am Heart J 149:464–473CrossRef
26.
Zurück zum Zitat Baigent C, Landry M (2003) Study of heart and renal protection (SHARP). Kidney Int 63(Suppl 84):S207–S210CrossRef Baigent C, Landry M (2003) Study of heart and renal protection (SHARP). Kidney Int 63(Suppl 84):S207–S210CrossRef
28.
Zurück zum Zitat Fleming TR (2008) Identifying and addressing safety signals in clinical trials. N Engl J Med 359:1400–1402CrossRef Fleming TR (2008) Identifying and addressing safety signals in clinical trials. N Engl J Med 359:1400–1402CrossRef
29.
Zurück zum Zitat Becker MC, Wang TH, Wisniewski L, Wolski K, Libby P, Lu¨scher TF, Borer JS, Mascette AM, Husni ME, Solomon DH, Graham DY, Yeomans ND, Krum H, Ruschitzka F, Lincoff AM, Nissen SE, for the PRECISION Investigators (2009) Rationale, design, and governance of Prospective Randomized Evaluation of Celecoxib Integrated Safety versus Ibuprofen Or Naproxen (PRECISION), a cardiovascular end point trial of nonsteroidal antiinflammatory agents in patients with arthritis. Am Heart J 157:606–612 Becker MC, Wang TH, Wisniewski L, Wolski K, Libby P, Lu¨scher TF, Borer JS, Mascette AM, Husni ME, Solomon DH, Graham DY, Yeomans ND, Krum H, Ruschitzka F, Lincoff AM, Nissen SE, for the PRECISION Investigators (2009) Rationale, design, and governance of Prospective Randomized Evaluation of Celecoxib Integrated Safety versus Ibuprofen Or Naproxen (PRECISION), a cardiovascular end point trial of nonsteroidal antiinflammatory agents in patients with arthritis. Am Heart J 157:606–612
30.
Zurück zum Zitat Fleming TR (2011) Addressing missing data in clinical trials. Ann Intern Med 154:113–117 Fleming TR (2011) Addressing missing data in clinical trials. Ann Intern Med 154:113–117
31.
Zurück zum Zitat Fleming TR, Odem-Davis K, Rothmann MD, Shen YL (2011) Some essential considerations in the design and conduct of non-inferiority trials. Clin Trials 8:432–439CrossRef Fleming TR, Odem-Davis K, Rothmann MD, Shen YL (2011) Some essential considerations in the design and conduct of non-inferiority trials. Clin Trials 8:432–439CrossRef
32.
Zurück zum Zitat ICH E-9—International conference on harmonisation: statistical principles for clinical trials, published in the Federal Register of May 9, 1997, (62 FR 25712) ICH E-9—International conference on harmonisation: statistical principles for clinical trials, published in the Federal Register of May 9, 1997, (62 FR 25712)
33.
Zurück zum Zitat Fleming TR, DeMets DL (1996) Surrogate end points in clinical trials: are we being misled? Ann Intern Med 125(7):605–613 Fleming TR, DeMets DL (1996) Surrogate end points in clinical trials: are we being misled? Ann Intern Med 125(7):605–613
34.
Zurück zum Zitat Fleming TR (2005) Surrogate endpoints and FDA's accelerated approval process. Health Aff 24(1):67–78CrossRef Fleming TR (2005) Surrogate endpoints and FDA's accelerated approval process. Health Aff 24(1):67–78CrossRef
35.
Zurück zum Zitat Temple RJ (1995) A regulatory authority's opinion about surrogate endpoints. In: Nimmo WS, Tucker GT (eds) Clinical measurement in drug evaluation. Wiley, New York Temple RJ (1995) A regulatory authority's opinion about surrogate endpoints. In: Nimmo WS, Tucker GT (eds) Clinical measurement in drug evaluation. Wiley, New York
38.
Zurück zum Zitat Dormandy JA, Charbonnel B, Eckland EJA et al (2005) Secondary prevention of macrovascular events in patients with type 2 diabetes: a randomized trial of pioglitazone. The PROactive Study (PROspective pioglitAzone Clinical Trial In macroVascular Events). Lancet 366:1279–1289CrossRef Dormandy JA, Charbonnel B, Eckland EJA et al (2005) Secondary prevention of macrovascular events in patients with type 2 diabetes: a randomized trial of pioglitazone. The PROactive Study (PROspective pioglitAzone Clinical Trial In macroVascular Events). Lancet 366:1279–1289CrossRef
39.
Zurück zum Zitat The DCCT Research Group (1993) The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 329:977–986CrossRef The DCCT Research Group (1993) The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 329:977–986CrossRef
40.
Zurück zum Zitat UKPDS Group (1998) Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352:837–853CrossRef UKPDS Group (1998) Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352:837–853CrossRef
41.
Zurück zum Zitat Nissen SE, Wolski K, Topol EJ (2005) Effect of muraglitazar on death and major adverse cardiovascular events in patients with type 2 diabetes mellitus. JAMA 294:2581–2586CrossRef Nissen SE, Wolski K, Topol EJ (2005) Effect of muraglitazar on death and major adverse cardiovascular events in patients with type 2 diabetes mellitus. JAMA 294:2581–2586CrossRef
44.
Zurück zum Zitat O'Brien PC, Fleming TR (1979) A multi-stage procedure for clinical trials. Biometrics 35:549–556CrossRef O'Brien PC, Fleming TR (1979) A multi-stage procedure for clinical trials. Biometrics 35:549–556CrossRef
Metadaten
Titel
Identifying and Addressing Safety Signals in Clinical Trials: Some Issues and Challenges
verfasst von
Thomas R. Fleming
Copyright-Jahr
2013
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4614-5245-4_9