pharmacovigilance in the post-marketing setting: results from the radar project
DESCRIPTION
Pharmacovigilance in the Post-Marketing Setting: Results from the RADAR Project. Charles L. Bennett MD PhD MPP. Limited size of clinical trials Undetected toxicities at time of FDA approval Many AEs identified after several years on the market. Barriers to Identifying Adverse Events. - PowerPoint PPT PresentationTRANSCRIPT
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Pharmacovigilance in the Post-Marketing Setting:Results from the RADAR
ProjectCharles L. Bennett MD PhD MPP
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Barriers to Identifying Adverse Events
Limited size of clinical trials
Undetected toxicities at time of FDA approval
Many AEs identified after several years on the market
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Presentation Overview
Comparison of post-marketing pharmacovigilance activities by:
– Academic organizations
– The Food and Drug Administration (FDA)
– Pharmaceutical manufacturers
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Objectives
Describe 3 types of pharmacovigilance methods
Illustrate strengths/weaknesses of each approach
Suggest novel collaborations and possibility for new public-private partnerships
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Pharmacovigilance Organizations
Academic Organizations FDA Pharmaceutical
Manufacturers
Data Case assessments;Prospective data MedWatch Proprietary databases
Science Pathology; histology None None
Timeliness 1-2 years post approval 3 years or more 7-12 years
Dissemination Manuscripts; presentations Package inserts Dear Doctor letters
Network Broad; international Mostly internal Mostly internal
Funding R01-based; CERTs Internal Not known
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Lessons Learned: The RADAR method
Detect ADR signals
Investigate possible ADR occurrence
Analyze data
Disseminate results
Bennett CL, Nebeker JR, Lyons EA, et al. The Research on Adverse Drug Events and Reports (RADAR) Project. JAMA 2005, 293:17, 2131-40.
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Timing and Dissemination
Drug sADRPresentations/
Abstracts Publications
RADAR Communication with Company Company Alerts FDA Alerts
Additional Outcomes by Regulating Agencies and Others
Epoetin/ Darbepoetin
Venous thromboembolism
ASCO Abstract (2007)
J Natl Cancer Inst (2006) 2007
DHP Letter (2005); Boxed
Warning (2006); DHP Letter (2007)
FDA alert (2006/7)
ODAC meeting (2007) on drug misuse
Epoetin/ Darbepoetin Death
ASCO Abstract (2007) N/A 2007
DHP Letter (2005); Warning (2005); Warning
(2007); DHP Letter (2007)
FDA alert (2006/7)
ODAC meeting (2007) on drug misuse
EpoetinPure Red-Cell
Aplasia
Scientific Program in the Developmental Therapeutics – Immunotherapy
Presentation (2004)
N Engl J of Med (2004); Blood (2005); Best
Pract Res Clin Haematol
(2005); Best Pract Res Clin
Haematol (2005) 2003
Boxed warning (2002); DHP Letter (2005) N/A
Canadian, European, and Australian health officials mandate Eprex delivery intravenously; PRCA website now maintained and
updated by sponsor; ODAC meeting held in 2004 on use
Ticlopidine
Thrombotic thrombocytopenic
purpura (TTP)ASH Abstract
(2002)
Ann Intern Med (1998); Lancet (1998); Arch Intern Med
(1999); JAMA (1999) 1998
DHP Letter (1998); Boxed
Warning (1999) N/A
Clopidogrel adopted as standard antiplatelet for patients with
cerebrovascular or cardiovascular disease
Clopidogrel
Thrombotic thrombocytopenic
purpura (TTP)ASH Abstract
(2002)
N Engl J of Med (2000);
Transplantation (2002); Stroke
(2004) 1999Warning (2000); Warning (2006) N/A N/A
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Report Completeness: RADAR vs. FDA
*P < .005 for completeness of RADAR vs. FDA
History/Physical examination (%)
Laboratory/ Radiology (%)
Basic science correlative (%)
RADAR FDA RADAR FDA RADAR FDA
Overall mean completeness 92* 45 54 46 34 4
Bennett CL, Nebeker JR, Yarnold PR, et al. Evaluation of Serious Adverse Drug Reactions: A proactive pharmacovigilanceprogram (RADAR) vs. safety activities conducted by the Food and Drug Administration and pharmaceutical manufacturers. Arch Int Med. 2007; 167: 1041-49.
Includes data from 1998- 2006.
Includes the drugs: gemtuzumab, clopidogrel, ticlopidine, gemcitabine, sildenafil, tadalafil, amiodarone, paclitaxel or sirolimus coated cardiacstents, epoetin alfa, nevirapine, thalidomide, lenalidomide, MGDF, enoxaparin, and bisphosphonates.
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Incidence Rate Outcome Treatment/ prophylaxis
References included in report
RADAR Supplier RADAR Supplier RADAR Supplier RADAR Supplier
Number of reports that contain information
14/15 6/15 15/15 1/15 14/15 3/15 12/15 1/15
Report Completeness: RADAR vs. Supplier
Bennett CL, Nebeker JR, Yarnold PR, et al. Evaluation of Serious Adverse Drug Reactions: A proactive pharmacovigilanceprogram (RADAR) vs. safety activities conducted by the Food and Drug Administration and pharmaceutical manufacturers. Arch Int Med. 2007; 167: 1041-49.
Includes data from 1998- 2006.
Includes the drugs: gemtuzumab, clopidogrel, ticlopidine, gemcitabine, sildenafil, tadalafil, amiodarone, paclitaxel or sirolimus coated cardiacstents, epoetin alfa, nevirapine, thalidomide, lenalidomide, MGDF, enoxaparin, and bisphosphonates.
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Major RADAR PublicationsDrug ADR N Publication
Sirolimus/paclitaxel coated cardiac stents Thrombotic events 139 JAMA 2007
G-CSF/ GM-CSF Acute myeloid leukemia and myelodisplastic syndrome 16 J Natl Cancer Inst
2007
Epoetin/ darbepoetin Venous thromboembolism Meta-analysis
J Natl Cancer Inst 2006
Sirolimus/paclitaxel coated cardiac stents Hypersensitivity reactions 6 J Am Coll Cardiol
2006
Thalidomide/ lenalidomide Venous thromboembolism Meta-
analysis JAMA 2006
Epoetin Pure Red-Cell Aplasia 9 N Engl J Med 2004
Clopidogrel Thrombotic thrombocytopenic purpura 13 N Engl J Med 2000
Ticlopidine Thrombotic thrombocytopenic purpura 21 Lancet 1998
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Postmarket Pharmacovigilance
Hampton, T. Postmarket “Pharmacovigilance” Program on Alert for Adverse Events from Drugs. JAMA, August 22/292007, 298 (8): 851-2.
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Example 1: Epoetin and Pure Red-Cell Aplasia
Bennett CL, Luminari S, Nissenson AR, et al. Pure red-cell aplasia and epoetin therapy. N Engl J Med 2004; 351:1403-8.
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Epoetin and Pure Red-Cell Aplasia
Bennett CL, Luminari S, Nissenson AR, et al. Pure red-cell aplasia and epoetin therapy. N Engl J Med 2004; 351:1403-8.
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Pharmacovigilance Chart: Epoetin and PRCA
Academic Organizations FDA Pharmaceutical
Manufacturers
Data 191 cases 81 cases Johnson & Johnson- 170 cases
Science Antibodies None Each company had its own test
TimelinessFirst case- 1998;
Publications- 2002 and 2004
Warning- 2000 Letter- 2000
Dissemination N Engl J Med Letter to N Engl J of Med ; Package insert Dear Doctor letter
Network France, Canada, Italy, U.S.
Internal advisory groups
Advisory groups of European MD’s
Funding R01 Internal Internal
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Summary: Epoetin and PRCA
Safety of epoetin improved to normal; sales maintained
Data exchange between different entities was important
Fear of appearing self-serving limited companies’ ability to monitor epoetin safety
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Example 2:Clopidogrel/Ticlopidine and TTP
▲Figure 1. Drug-associated TTP cases reported to the FDA (1992-2006)
0
10
20
30
40
50
60
70
80
90
1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006
Year
TTP
case
s re
port
ed
Total TTP cases for top ten reported drugsto the FDA's Medw atch Program
Ticlopidine
Clopidogrel
Cyclosporine
Tacrolimus
Gemcitibine
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Clopidogrel/Ticlopidine and TTP
Ticlopidine
Clopidogrel
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days
Perc
enta
ge o
f pat
ient
s w
ith T
TP
0 5 10 15 20 25 30 35 40 45 50
010
2030
4050
6070
8090
0Time to Onset
ADAMTS13 Non deficient n=13
ADAMTS13 deficient n=26
Thienopyridine-Associated TTP Onset
Thienopyridine-Associated TTP Onset: ADAMTS13 Deficient versus near normal levels of ADAMTS13 activity (p>0.05).
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Thienopyridine-Associated TTP Onset
days
Per
cent
age
of p
atie
nts
with
TTP
0 5 10 15 20 25 30 35 40 45 50
010
2030
4050
6070
8090
0
Time to Onset
Clopidogrel n=35
Ticlopidine n=93
Thienopyridine-Associated TTP Onset: Ticlopidine versus Clopidogrel (p=0.0016).
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Clopidogrel/Ticlopidine and TTP
Two suspected pathogenic mechanisms:
1. In TTP patients with near normal ADAMTS13 levels, the pathopyshiology resembles that of clopidogrel-associated TTP.
2. In TTP patients with deficient ADAMTS13 levels, the pathophysiology resembles that of ticlopidine-associated TTP.
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Comparison of findings for ticlopidine- versus clopidogrel-associated TTP
Category Ticlopidine*-associated TTP
Clopidogrel**-associated TTP
Basic Science
Probable underlying pathophysiology
Antibody mediated toxicity and microvascular endothelial cell damage
Microvascular endothelial cell damage
High molecular weight vWF identified during the acute TTP phase
Yes Yes
ADAMTS13-deficiency during the acute TTP phase
Yes No
Functional IgG inhibitors to ADAMTS13 identified during acute phase
Yes No
*Ticlopidine received its original FDA approval in 1991; current sales are $100,000. **Clopidogrel received its original FDA approval in 1998; current sales are $5.6 billion.
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Comparison of findings for ticlopidine- versus clopidogrel-associated TTP
Category Ticlopidine-associated TTP
Clopidogrel-associated TTP
Clinical
Usual time-period for onset Two to 12 weeks after drug initiation
Within two weeks of drug initiation
Renal insufficiency Mild to none Severe
Thrombocytopenia Severe Mild
Survival following plasma exchange > 90%, usually within days of initiation of plasma exchange
70%, often takes several weeks of plasma exchange
Survival without plasma exchange 30% 70%
Spontaneous relapse Occasional Infrequent
Likelihood of relapse occurring with exposure to the other thienopyridine
High Low
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Comparison of findings for ticlopidine- versus clopidogrel-associated TTP
Category Ticlopidine-associated TTP
Clopidogrel-associated TTP
Epidemiologic
Epidemiologic studies identifying an association of thienopyridine administration with TTP
Surveys Case-control studies
Estimated incidence (as listed in the package insert)
0.01% - 0.02% 0.0001%
Case-control studies Not done Two studies- neither identified a significantly increased risk of TTP with clopidogrel
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Comparison of findings for ticlopidine- versus clopidogrel-associated TTP
Category Ticlopidine-associated TTP
Clopidogrel-associated TTP
Pharmacovigilance
Number of cases in the first case reports
4 (year= 1991) 2 (year =1999)
Number of cases included in the largest reported case series
98 patients (1998) 50 patients (year2004)
Cases identified by surveying interventional cardiology laboratory directors/ directors of plasma exchange centers/case-control epidemiology studies
24 patients/13 patients/2 patients
2 patients/13 patients/6 patients
Time from FDA approval to identification of first cases
0 years (4 cases) 1 year (2 cases)
Time from FDA approval to reporting of first case series
7 years (60 cases) 1 year (11 cases)
Rank in FDA MedWatch database in association with drug-associated TTP reports (1998- 2006)
First Second
Advisories from the FDA Package insert (1995);
Black Box (1998)
Package insert warning (2000)
“Dear Doctor” warnings frompharmaceutical supplier
1998 2000
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Pharmacovigilance Chart: Clopidogrel/Ticlopidine and TTP
Academic Organizations FDA Pharmaceutical
Manufacturers
Data Prospective cases MedWatch Retrospective case-control study
Science Antibody test; Plasma test None Not known
Timeliness 1 year Used academic data Used academic data
Dissemination N Engl J Med 2000; JACC (in press) Package insert Dear Doctor letter
Network International Internal Internal
Funding R01 Internal Internal
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Summary: Clopidogrel/Ticlopidine and TTP
Prospective data collection and basic science support were important
Mechanism characterized
Reporting was timely (1 year post approval)
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Example 3: Erythropoietin/darbepoetin
in cancer
Since 2003, Market-expanding indications explored:
– Anemia of cancer
– Anemia caused by radiotherapy
– Prevention of anemia prior to chemotherapy initiation
– Raising hemoglobin levels beyond the correction of anemia
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Effect of ESA on survival: studies before 2003 vs. after 2003
22
78
58
42
4.5
0
17
83
33
67
47
33
Treatment withoutChemotherapy
High dose >4000U/wk
Low dose ≤40000U/wk*
Hematologic Cancer
Mixed Cancer
Solid Cancer
Target hb ≤12.5
Target hb > 12.5
HR <1
HR >1
Overall Survival as1° or 2° endpoint
PFS, DFS, RFS as1° or 2° endpoint
Pre-2003 % studies Post-2003 % studies
Number of Patients (Pre-2003)
Number of Patients (Post-2003)
PFS, DFS, RFS as 1° or 2° endpoint 0/3217 2025/7517
Overall Survival as 1° or 2° endpoint 375/2885 3556/7517
HR >1 1069/2754 5583/7327
HR <1 1685/2754 1744/7327
Target hb >12.5 1924/2523 5854/7370
Target hb ≤12.5 599/2523 1516/7370
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Effect of ESA on survival: studies before 2003 vs. after 2003
0
21
79
32
18
50
21
12
88
7
15
78
Treatment withoutChemotherapy
High dose >4000U/wk
Low dose ≤40000U/wk*
Hematologic Cancer
Mixed Cancer
Solid Cancer
Target hb ≤12.5
Target hb > 12.5
HR <1
HR >1
Overall Survival as1° or 2° endpoint
PFS, DFS, RFS as1° or 2° endpoint
Number of Pati ents
(Pre-2003)
Number of Patients (Post-2003)
Solid Cancer 3124/4902 5619/6516
Mixed Cancer 695/4902 508/6516
Hematologic Cancer 1083/4902 389/6516
Low dose ≤ 40000U/wk 2046/2885 6021/7172
High dose > 4000U/wk 839/2885 1151/7172
Treatment without Chemotherapy 0/3217 2649/7010
Treatment withoutChemotherapy
High dose >4000U/wk
Low dose ≤40000U/wk*
Hematologic Cancer
Mixed Cancer
Solid Cancer
Target hb ≤12.5
Target hb > 12.5
HR <1
HR >1
Overall Survival as1° or 2° endpoint
PFS, DFS, RFS as1° or 2° endpoint
Pre-2003 % studies Post-2003 % studies
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Effect of ESA on survival: studies with and without survival endpoint
Comparing Studies with and without Survival Endpoint
0
0
52
24
24
86
14
63
94
93
7
0
80
20
PFS, DFS, RFS as1° or 2° endpoint
Overall Survival as1° or 2° endpoint
Solid Cancer
Hematologic Cancer
Mixed Cancer
Low Dose ≤40000U/wk*
High Dose >4000U/wk*
HR >1
HR <1
Studies before 2003
Studies post 2003
Target hb● ≤12.5
Target hb● > 12.5
% Non-survival studies % of survival studies Category
Number of patients (non-survival)
Number of patients (survival)
PFS, DFS, RFS as 1° or 2° endpoint 0/7212 2835/4080
Overall Survival as 1° or 2° endpoint 0/7212 3857/4080
Solid Cancer3097/6113 3961/4006
Hematologic Cancer 1427/6113 45/4006
Mixed Cancer
1589/6113 0/4006
Low Dose ≤ 40000U/wk*
4981/5645 2680/4006
High Dose > 4000U/wk*
664/5645 1326/4006
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Effect of ESA on survival: studies with and without survival endpoint
55
45
57
43
25
75
63
37
6
94
7
93
PFS, DFS, RFS as1° or 2° endpoint
Overall Survival as1° or 2° endpoint
Solid Cancer
Hematologic Cancer
Mixed Cancer
Low Dose ≤40000U/wk*
High Dose >4000U/wk*
HR >1
HR <1
Studies before 2003
Studies post 2003
Target hb● ≤12.5
Target hb● > 12.5
PFS, DFS, RFS as1° or 2° endpoint
Overall Survival as1° or 2° endpoint
Solid Cancer
Hematologic Cancer
Mixed Cancer
Low Dose ≤40000U/wk*
High Dose >4000U/wk*
HR >1
HR <1
Studies before 2003
Studies post 2003
Target hb● ≤12.5
Target hb● > 12.5
% Non-survival studies % of survival studies Category
Number of patients (non-survival)
Number of patients (survival)
HR >1 4175/7011 2739/4080
HR <1
2836/7011 1341/4080
Studies before 2003
2842/7212 375/4080
Studies post 2003
4370/7212 3705/4080
Target hb● ≤12.5 1900/5934 215/3631
Target hb● > 12.5 4034/5934 3416/3631
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Pharmacovigilance Chart: Erythropoietin/darbepoetin
in cancer
Academic Organizations FDA Pharmaceutical
Manufacturers
DataPublished and
unpublished studies; FDA advisory mtg.
Primarily on-label data; advisory
committee meeting
Primarily on-label studies
Science EPO receptor EPO receptor EPO receptor
Timeliness 16 years post approval 16 years 16 years
Dissemination ASCO abstract 2007;JAMA (under review) Issued warnings Dear Doctor letter
Network Germany; U.S. Mostly internal International registry
Funding R01 Internal Internal
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Summary: Epoetin/darbepoetin in cancer
Both on- and off-label data was important
Took 16 years to notice safety concern
Basic science research on-going
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Example 4:Erythropoietin in
chronic kidney disease
Project:– Evaluate meta-analyses, randomized controlled
clinical trials, and observational trials regarding the safety of erythropoietin in dialysis patients
Purpose:– Determine if safety signals have been under-
reported or muted due to heterogeneity of trials and meta-analyses, specifically when major adverse events were not included as a primary or secondary outcome
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Risk of all-cause mortality in the higher hemoglobin
target group compared with the lower hemoglobin target group
Mortality and target haemoglobin concentrations in anaemic patients with chronic kidney disease treated with erythropoietin: a meta-analysis. Lancet 2007; 369:381-88.
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Risk of mortality as an efficacy endpoint versus a safety endpoint
NOTE: Weights are from random effects analysis
Heterogeneity between groups: p = 0.057
Overall (I-squared = 25.4%, p = 0.195)
Parfrey
Subtotal (I-squared = .%, p = .)
Singh AK 2006
Bahalman J 1991
Furuland H 2003
Foley RN 2000
Gouva C 2004
yes - High vs Low Epo
no - High vs Low Epo
Roger SD 2004
Kuriyama S 1977
Subtotal (I-squared = 35.9%, p = 0.182)
Rossert J 2006
Revicki 1995
Besarab 1998
Study ID
no - Epo vs No
Subtotal (I-squared = 0.0%, p = 0.941)
Levin A 2005
yes - Epo vs No
Subtotal (I-squared = 0.0%, p = 0.808)
Drueke 2006
1.12 (0.88, 1.42)
0.45 (0.23, 0.92)
1.15 (0.17, 7.86)
1.45 (0.96, 2.19)
1.15 (0.17, 7.86)
0.99 (0.61, 1.62)
1.33 (0.31, 5.75)
1.40 (0.33, 5.87)
. (., .)
2.71 (0.26, 28.56)
0.67 (0.37, 1.19)
0.17 (0.02, 1.37)
3.14 (0.13, 75.02)
1.21 (1.01, 1.46)
RR (95% CI)
2.86 (0.43, 18.93)
0.35 (0.04, 3.30)
1.27 (1.08, 1.49)
1.49 (0.87, 2.53)
322/2823
12/396
2/46
52/715
2/46
29/216
Events,
4/73
4/43
0/75
2/31
47/1029
1/195
1/41
183/618
Exp
3/72
1/74
270/1676
31/300
272/2742
20/300
2/53
36/717
2/53
27/200
Events,
3/73
3/45
0/79
1/42
59/925
6/195
0/43
150/615
Control
1/85
3/78
210/1679
21/302
100.00
9.08
1.49
18.52
1.49
15.17
%
2.51
2.59
0.00
1.00
29.11
1.24
0.56
33.14
Weight
1.56
1.10
67.84
13.60
1.12 (0.88, 1.42)
0.45 (0.23, 0.92)
1.15 (0.17, 7.86)
1.45 (0.96, 2.19)
1.15 (0.17, 7.86)
0.99 (0.61, 1.62)
1.33 (0.31, 5.75)
1.40 (0.33, 5.87)
. (., .)
2.71 (0.26, 28.56)
0.67 (0.37, 1.19)
0.17 (0.02, 1.37)
3.14 (0.13, 75.02)
1.21 (1.01, 1.46)
RR (95% CI)
2.86 (0.43, 18.93)
0.35 (0.04, 3.30)
1.27 (1.08, 1.49)
1.49 (0.87, 2.53)
322/2823
12/396
2/46
52/715
2/46
29/216
Events,
4/73
4/43
0/75
2/31
47/1029
1/195
1/41
183/618
Exp
3/72
1/74
270/1676
31/300
Experimental better Standard better
1.0133 1 75
Safety:
0.67(0.37, 1.19)
Efficacy:
1.27(1.08, 1.49)
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In Summary:
Per the Lancet meta-analysis:risk of all-cause mortality in higher versus lower Hb target group: RR (95%CI): 1.17(1.01, 1.35)
Our meta-analysis:risk of all-cause mortality as an efficacy endpoint versus a safety endpoint in higher versus lower Hb target group: RR (95%CI): 1.27(1.08, 1.49)
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Unadjusted 1-year mortality rates by hematocrit group according to epoetin dose
quartile
Zhang Y, Thamer M, et al. Epoetin requirements predict mortality in hemodialysis patients. Am J Kidney Dis, 2004 Nov;44(5):866-76
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Pharmacovigilance Chart: Erythropoietin in
chronic kidney disease
Academic Organizations FDA Pharmaceutical Manufacturers
Data Observational trials; RCTs; meta-analyses
To be determined Sept. 11
To be determined Sept. 11
Science None To be determined To be determined
Timeliness 18 years post approval 17 years 17 years
Dissemination ASH Abstract (to be submitted) Issued warnings Dear Doctor letter; sales
reps met with MD’s
Network Tokyo, Germany, Sweden, Canada, US, UK US based Worldwide experience
Funding
Cochrane; Rand group; NHMRC Center for
Clinical Research; NIH; CMS
Internal Internal
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Registries
Databases
Clinical Trials
Referral CentersCase Reports
Independent Pharmacovigilance Center
Information Synthesis; Epidemiology; Basic Science; Immunology; Pathology
Presentations/Abstracts at National
Medical ConferencesPublications in Peer-Reviewed
Medical Journals
Cochrane Collaboration
Academic FDA
Company Alerts,Including Dear
HCP Letters and Package Insert Updates
Company Communication
w/RADAR
Company
Evidence-Based PracticeCenter Reports
DEcIDE Centers
Eisenberg Center-Consumer Union Reports
CERTs
VA MedSafe
Other
FDA Alerts
MedWatch Reports
Dissemination
New Paradigm for Pharmacovigilance
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Future Pharmacovigilance
Efforts
CERT Data Coordinating Center
Physicians
Nurses
Pharmacists
Acute Liver FailureTexas: UT Southwestern
Dallas
Hematology and OncologyRADAR
GI Vanderbilt CERT
SERF-TTPChicago
CERT CommunicationCenter
CardiovascularDuke CERT
Q-T Cardiac ArrhythmiaArizona CERT
Ocular ToxicitiesOregon Health and
Sciences
FDA
Cleveland ClinicCleveland
Pediatric University of North
Carolina CERT
Cardiology/GI/Peds/IDUniversity of Pennsylvania
Philadelphia
R-0
1 Fu
nded
U-0
1 Fu
nded
No
Fund
ing
CER
T Fu
nded
FDA Funded (20%)
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Conclusions
Current pharmacovigilance methods have limitations
Quality vs. Quantity
Timing and dissemination
Novel public-private collaborations are needed to improve ADR detection/reporting and improve patient safety