gmz2 phase2b statistical analysis plan v1p a g e | 1 of 19 gmz2 phase iib statistical analysis plan...
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P a g e | 1 of 19 GMZ2 Phase IIb Statistical Analysis Plan V1.2 Mar 16th 2015
A phase IIb, randomized, controlled, double-blind, multi-centre study to evaluate the efficacy, safety, and immunogenicity of GMZ2 candidate malaria vaccine in Gabonese, Burkinabe, Ghanaian and Ugandan children aged 12 – 60 months.
Statistical Analysis Plan
Version 1.1 Oct 6 2012
Version 1.2 Mar 16th 2015
Paul Milligan Faculty of Epidemiology and Population Health London School of Hygiene and Tropical Medicine October 6th 2012
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P a g e | 2 of 19 GMZ2 Phase IIb Statistical Analysis Plan V1.2 Mar 16th 2015
Protocol number Protocol 1.0 amendment 1.1
Protocol version Protocol version 1.1
Study title A phase IIb, randomized, controlled, double-blind, multi-centre study to
evaluate the efficacy, safety, and immunogenicity of GMZ2 candidate
malaria vaccine in Gabonese, Burkinabe, Ghanaian and Ugandan children
aged 12 – 60 months.
Phase IIb
Vaccine Active arm: Three doses of 100µg lyophilized recombinant Lactococcus
lactis hybrid GMZ2 [GLURP+MSP3], adjuvanted in aluminium hydroxide,
28 days apart, administered Intramuscular. Control arm: three doses of
human diploid cell (HDC) rabies vaccine administered intramuscularly.
Authors V1.1 Paul Milligan
V1.2 Paul Milligan and Clare Flach
List of investigators PIs: Sodiomon Sirima, Saadou Issifou, Fred Kironde, Frank Atuguba
Co-PIs: Alfred Tiono, Ateba Ulysse Ngoa,Kalifa Bojang, Mark
Kaddumukasa, Abraham Hodgson Collaborators: Michael Thiesen,
Benjamin Mordmüller, Roma Chilengi, Søren Jepsen
Data Management: Abubakar Ismaela
Sponsor: Staten Serum Institut
Trial coordination for sponsor: Dawit A. Ejigu, Brenda Okech
GCP compliance The study is conducted according to current International Conference of
Harmonization Good Clinical Practices (ICH-GCPs) and the applicable
regulations of Ghana, Uganda, Burkina Faso and Gabon.
Version number 1.2
Date of this document 16 Mar 2015
Signatures Independent Biostatistician
Principal Investigators and PSC members
Sponsor
DSMB Chairperson
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P a g e | 3 of 19 GMZ2 Phase IIb Statistical Analysis Plan V1.2 Mar 16th 2015
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Contents:
1. Study sites
2. Study population
3. Primary objective
4. Secondary objectives
5. Exploratory objectives
6. Primary endpoint
7. Secondary endpoints
8. Database
9. Unblinding
10. Trial profile
11. Loss to follow-up
12. Missing data
13. Population at risk
14. Protocol deviations
15. Baseline characteristics
16. Vaccine administration
17. Analysis populations
18. Safety and reactogenicity
19. Biochemistry and haematology parameters
20. Immunogenicity
21. Efficacy
22. Surrogates of protection
23. Dissemination plan
24. Technical notes
25. References
26. Individual patient listings
27. Reference ranges and AE gradings
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Study sites: Iganga, Uganda; Lambaréné, Gabon; Banfora, Burkina Faso; Sapone, Burkina Faso; Navrongo,
Ghana.
Study population: healthy children, boys and girls, aged 12-60 months at first vaccination.
Primary objective:
To assess the efficacy of GMZ2 candidate vaccine against Plasmodium falciparum clinical malaria episodes over
a six months surveillance period starting from the day of the third dose of vaccination. To permit ITT analysis of
efficacy, surveillance for malaria will start immediately after randomization
Secondary objectives:
To evaluate the safety and reactogenicity of three doses of GMZ2 candidate malaria vaccine adsorbed on
aluminium hydroxide.
To assess the efficacy of GMZ2 in preventing anaemia (Hb < 7g/dl) and severe anaemia (Hb < 5g/dl) assessed
at 6 months after vaccination (D 252).
To assess efficacy of GMZ2 against fever (defined as fever and/or history of fever) with parasitemia (using 4
threshold densities, at any density above zero, and at least 500, 2500 and 20,000 trophozoites/µL) over 6
months and at densities of any density above zero, and at least 500, 2500, 5000 and 20,000/µL, over 12 and 22
months.
Exploratory objectives:
To evaluate humoral responses to the vaccine antigens by measuring the level of antigen specific IgG on Days
0, 28, 56, 84, 168, 252, 365, 588 and 730, and, in a subset of participants, antigen specific memory B-cell by
ELISPOT on Days 0, 84, 252, 365 and 730.
To evaluate cellular immune responses by measuring T-cell IFN-γ production on single cell level and Th1/Th2
cytokine profiling after stimulation with the vaccine antigens.
To assess the functionality of the immune response by measuring the Growth Inhibition of P. falciparum in the
presence or absence of Monocytes.
To assess cell-mediated immunogenicity by cytokine profiling and intracellular cell staining following
stimulation with the vaccine antigen.
To assess the quality of the antibody response by type and subclass specific ELISA and posttranslational
antibody modifications.
To estimate the effect of other infections on immune response and vaccine efficacy.
To explore biomarkers as surrogates of vaccine efficacy.
To assess changes in parasite populations induced by the GMZ2 vaccine by comparing parasite populations
before vaccination as well as in the two arms by assessing the genotype by PCR and DNA sequencing of MSP3
and GLURP genes and growth inhibition of cryopreserved clinical isolates by GIA.
To investigate evidence for waning of efficacy.
To evaluate the potential effect of GMZ2 on Gametocyte carriage by microscopic evaluation of blood smear on
days 0, 84, 365 and 588.
To estimate efficacy against severe malaria, all-cause hospital admission and all cause mortality.
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Primary evaluation criteria:
A clinical case of malaria will be defined as a participant who is unwell presenting with fever ≥ 38°C measured
by the tympanic method, or a history of fever in the previous 48 hours, with parasite density ≥ 5000
trophozoites/µL. Efficacy will be assessed over a period starting at dose 3 and ending 6 months after dose 3
(ATP), and starting at randomization and ending 6 months after scheduled time for dose 3 (ITT), provided at
least 330 children have had an episode of malaria that meets the primary case definition during the ATP
period. If this criterion is not met, the analysis time period will be extended until 330 first episodes in the ATP
follow up period have accrued, up to a maximum of 12 months post dose 3. If 330 first episodes have not
accrued by 12 months, the analysis will be done at 12 months. The total period of follow-up will be 24 months
from the first dose of vaccine.
Secondary evaluation criteria:
Immediate reactogenicity (reactions within 30 minutes after each injection, with emphasis on allergic reaction)
Local and systemic reactogenicity measured from Day 0 to Day 7 after each dose
Any adverse event resulting in a visit to a physician between each injection and one month after the third dose
Any Serious Adverse Event (SAE) occurring from signing of the informed consent and throughout the trial.
Anaemia (Hb < 7g/dl) and severe anaemia (Hb < 5g/dl) at D252.
Severe malaria as defined in the Clinical Trial Protocol.
Hospital admission: admission for any cause for at least 24hours.
Hospital admission with malaria as the primary diagnosis.
Deaths from all causes.
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Database: In each site, when the database is ready (double entry completed up to 6 months post dose 3),
laboratory data are complete, and queries have been resolved, a series of consistency checks will be run to
check: missing data, duplications, ID errors, linkage between tables, values out of range, and consistency of
dates. Any queries will be resolved and then a monitoring visit completed, before the database is finalised and
locked. Data in OpenClinica will be extracted into Access files for analysis using the same standard format for
all sites. A copy of the Access database will then be archived and then the code will be linked to the database
by the trial statistician who will implement the analysis plan.
As advised following a trial audit, data from visit 2 onwards were re-entered. All CRFs were sent to Tübingen
University (UKT) where they were entered into a database set up by Larix A/S in eClinical eDM and eDC system
version 5.0. Screening booklets (Visit 1) were not collected. Single data entry was used. The verification of the
data entry consisted of proof reading of selected areas combined with full proof reading of single CRFs to
verify the quality of the data entry in general. See also the data management file for the study for details. The
validation of data was done by Larix and UKT according to the approved validation plan and consisted of
programmed consistency checks in the database (Larix), programmed checks programmed in SAS (Larix), and
manual review of the paper CRFs (for missing pages and in-consistencies in page headers) (UKT). The trial
statisticians were not involved in the data cleaning and will be sent a final data set in SAS software, copied to
the DSMB on 17th March 2015.
Data analysis will be carried out using Stata version 13.1.
Unblinding: The investigators will remain blind to vaccine allocation until the end of the trial. To preserve
blinding, the statistician will ensure that the data that are potentially unblinding (individual data, immunology
results linked to study ID, and event outcomes that occurred in one vaccine group only) will be excluded from
the statistical report. Investigators (except those involved in laboratory analysis) will see immunology results
only in summary form.
Trial profile: Number screened, number eligible, reasons for non-eligibility, number enrolled, reasons for non-
enrolment, number that received dose 1,2,3, number that were withdrawn, died or were lost to follow up, will
be given with reasons for loss to follow-up or withdrawal.
Loss to follow-up: rates of known drop out will be compared between trial groups and with respect to baseline
characteristics. Rates of non-participation in cross-sectional surveys (i.e. visits that take place at the same
fixed times for all participants) will be similarly investigated.
Missing data: the proportion of observations with missing values will be summarised for important variables.
Missing periods of follow-up, determined by absence from cross-sectional surveys and clinic visits, will be
tabulated by site and vaccine group.
Population at risk: for analysis of malaria incidence, participants will be assumed to be at risk unless they are
known to have died or left the study area; observations will be censored at the time of death or emigration.
Protocol deviations: Eligibility errors; prior treatments and vaccinations; concomitant treatments and
vaccinations; randomization errors; vaccine administration errors; dose intervals outside range; Anti HB,
immunological assays, blood samples not taken; Alkaline phosphates not measured in Burkina Faso and
Gabon.
Table: of concomitant medications:
Date Days since most
recent dose
Subject ID Medication
or vaccine
Dose and
duration
Vaccine
group
Site
X days after dose n
…
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Medical History at screening
SYSTEM / ORGANS STATUS
Current Past
Eyes
Ear, Nose, Throat
Cardiovascular
Respiratory, Thoracic and Mediastinal
Gastrointestinal
Renal and Urinary
Nervous system
Immune System
Hepatobiliary
Musculoskeletal
Infections/ infestations
Neoplasms benign, malignant & unspecified
Other (specify)
Enrollment
Participants GMZ2 Rabies Overall
Planned enrollment
Screened and randomized
Included in the safety analysis
Included in the primary efficacy analysis
Included in the secondary efficacy analysis
Included in the immunological analysis
Baseline characteristics:
Table of baseline characteristics from visit 1 (by randomized group), all sites combined:
Variable GMZ2 Control
Number randomized
Age in months (mean,range)
Age group (number (%) by year of age)
Gender
Bednet use (use of any net, and use of ITN)
Temperature (mean, range)
Weight in kg (mean, range)
Weight for age z-score (mean, %<-2) (WHO 2006 standards)
Height for age (mean, %<-2)
Weight for height (mean, %<-2)
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− Hb concentration g/dL (mean, range)
Biochemical and haematological variables (mean, range, % outside normal range):
Creatinine
ALT
Bilirubin
White Blood Cell
Red blood Cell
Platelets
ASAT
Alkaline Phosphate
Haemoglobin
Haematocrit
Immunological variables:
Total IgG, and IgG subclasses, to GMZ2, to GLURP, and to MSP3
Sickle cell genotype HbS
G6PD genotype
P. falciparum % positive for asexual parasites
% positive for gametocytes
Arithmetic and geometric mean density of asexual and gametocytes (range)
Dates of vaccination (first and last to be vaccinated in each site) for dose 1 and dose 3
In addition, a similar table of baseline characteristics will be produce for each site.
Vaccine administration: Dose timings, Interval between doses, dose errors.
Dose timings: date of first and last child vaccinated
Banfora Sapone Iganga Lambarene Navrongo
Dose 1
Dose 2
Dose 3
Doses received:
GMZ2 Control
Doses received:
1
2
3
1,2
1,3
2,3
1,2,3
Dose intervals:
Median (min, max) interval (days)
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Dose 1 to Dose 2
Dose 2 to Dose 3
Vaccination errors: individual listing.
Reasons for discontinuation
GMZ2 vaccine Rabies vaccine Overall
n (%) n (%) n (%)
− Number of subjects who
discontinued
Reasons for discontinuation
Non serious adverse event
Serious adverse event
Protocol violation
Consent withdrawal
Migration from the study area
Lost to follow up (after complete vaccination)
Lost to follow up (before complete vaccination)
Other
Analysis populations:
Intention to treat (ITT) for efficacy: ITT analyses will be done including all children who were randomized, in
the group they were randomized to.
According to Protocol (ATP) for efficacy: All children who received three vaccine doses. Children who had
concomitant vaccination or medication prohibited by the protocol will be included in the primary ATP analysis.
A secondary ATP analysis will be done excluding these individuals and any individuals enrolled who did not
meet eligibility criteria, and exploring the effect of out-of-range dose intervals. Children who received the
wrong vaccine in error will be included according to the vaccine they received, if all doses were of the same
vaccine type, if they received a mixture they will be excluded from the ATP analysis.
For safety endpoints, all children who received vaccine doses will be included according to the vaccine they
actually received.
For immunogenicity, analysis will include all children whose responses were measured after all of the three
doses. A secondary analysis will investigate effects of having received concomitant medications or
vaccinations.
For surrogates of protection, all children in the ATP population for efficacy will be included provided they had
immunology measurements post dose 3.
[The ITT analysis aims to keep as closely as possible to the randomization, to obtain the fairest estimate of
efficacy, so all subjects are included and the surveillance period starts from the time of randomization. It is
anticipated that three doses are needed for maximum protection so including follow-up time before dose 3
could under-estimate the protective effect, but there could be a benefit of one or two doses which would be
missed in the ATP analysis, furthermore in the unlikely event that the vaccine caused malaria episodes, and
this caused individuals to drop out, this would be missed if surveillance started later. ATP population: the main
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purpose is to limit analysis to children who received the full course of vaccinations in order to better estimate
the magnitude of the effect in fully vaccinated children, it is undesirable to exclude children with protocol
violations unless it is known these are likely to reduce efficacy, therefore all children with 3 doses will be
included and a secondary analysis will be done to explore the effect of excluding children with protocol
violations (concomitant vaccination or drug therapy).]
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Safety and reactogenicity:
Individuals who received mixed doses in error (e.g. GMZ2 at dose 1 and rabies vaccine at dose 2 etc) will be
analysed separately. All other individuals will be included according to the vaccine they received.
Serious adverse events will be listed individually, with investigator assessment of relationship to vaccination.
For any event and then separately for each type of event, the relative risk (GMZ2:control) (for any severity,
and for grade 3 only) of an event during the period from dose 1 up to 28 days after dose 3 will be calculated
with a 95% confidence interval. Adverse events will be sorted by relative risk and the relative risk of each
solicited adverse event displayed in a forest plot with confidence intervals. For common adverse events,
frequency of any event, and of a grade 3 event, during the vaccination period will be tabulated by age group.
Serious adverse events:
Date Site Age,
gender
Vaccine
group
Time
since
most
recent
dose
Description Action
taken
Outcome Investigator
assessment of
relationship to
vaccination*
(Relationship to vaccination: 1) most probably related, 2) probably related, 3) possibly related, 4) unlikely to be
related, 5) not related, 6) insufficient evidence to assess relationship).
Adverse events during the 7 days follow up period, by dose and overall for all the participants
GMZ2 Rabies
Dose 1
Any adverse event
Local
General
Dose 2
Any adverse event
Local
General
Dose 3
Any adverse event
Local
General
Any dose
Any adverse event
Local
General
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Time of occurrence of local solicited adverse events after vaccination by dose, vaccine group
GMZ2 Rabies
Dose 1 Dose 2 Dose 3 Any dose Dose 1 Dose 2 Dose 3 Any dose
Pain at injection site
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Swelling
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Induration
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Erythema
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Induration
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Pruritus
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Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Time of occurrence of systemic solicited adverse events after vaccination by dose, vaccine group
GMZ2 Rabies
Dose 1 Dose 2 Dose 3 Any dose Dose 1 Dose 2 Dose 3 Any dose
Fever
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Irritability
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Drowsiness
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Loss of appetite
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
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Loss of appetite
Any time
Immediate period post
immunization
Day 0
Day 1
Day 2
Day 3
> day 3
Solicited local symptoms: (within 7 days of the dose)
GMZ2 Rabies vaccine
Dose1 Dose2 Dose3 After
any
dose
Dose1 Dose2 Dose3 After
any
dose
Relative
Risk after
any dose
(95%CI)
Any
solicited
local
adverse
event
Number
affected
(%)
Any
Grade 3
Pain
Any
Grade 3
Swelling
Any
Grade 3
Induration
Any
Grade 3
Erythema
Any
Grade 3
Pruritus
Any
Grade 3
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Solicited general symptoms: (within 7 days of the dose)
GMZ2 Rabies vaccine
Dose1 Dose2 Dose3 After
any
dose
Dose1 Dose2 Dose3 After
any
dose
Relative
Risk after
any dose
(95%CI)
Any
solicited
general
adverse
event
Number
affected
(%)
Any
related
Fever
Any
related
Irritability
Any
related
Drowsiness
Any
related
Loss of
appetite
Any
related
Solicited grade 3 general symptoms: (within 7 days of the dose)
GMZ2 Rabies vaccine
Dose1 Dose2 Dose3 After
any
dose
Relative
Risk after
any dose
(95%CI)
Dose1 Dose2 Dose3 After
any
dose
Relative
Risk after
any dose
(95%CI)
Any
solicited
general
adverse
event
Number
affected
(%)
Any grade 3
Grade 3
related
Fever
Any grade 3
Grade 3
related
Irritability
Any grade 3
Grade 3
related
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Drowsiness
Any grade 3
Grade 3
related
Loss of
appetite
Any grade 3
Grade 3
related
Unsolicited adverse events by vaccine group and dose symptoms (within 28 days of the dose):
GMZ2 Rabies vaccine
Dose1 Dose2 Dose3 After
any
dose
Dose1 Dose2 Dose3 After
any
dose
Any unsolicited
adverse event
Number
affected
(%)
Any
Related
Body System
Preferred term
Unsolicited grade 3 adverse events by vaccine group and dose
GMZ2 Rabies vaccine
Dose1 Dose2 Dose3 After
any
dose
Dose1 Dose2 Dose3 After
any
dose
Any unsolicited
adverse event
Number
affected
(%)
Any
Grade 3 related
Body System
Preferred term
Grade 3 related
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Biochemistry and haematology parameters:
Measurements of biochemical and haematological parameters after each dose of vaccine will be compared
between GMZ2 and control groups, using analysis of covariance, with the pre-dose value as a covariate.
Dose 1 Dose 2 Dose 3
Variable Time
point
GMZ2 Rabies vaccine GMZ2 Rabies vaccine GMZ2 Rabies vaccine
Creatinine Pre
Post
Δ
ALT Pre
Post
Δ
Hb Pre Post Δ
Haematocrit Pre Post Δ
Platelets Pre Post Δ
WBC Pre Post Δ
RBC Pre Post Δ
The number of children with values outside the normal range will be tabulated before and after each dose.
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Immunogenicity:
Concentration of total IgG, and IgG subclasses, to GMZ2, GLURP and MSP3 will be analysed. Zero values for
antibody concentrations will be replaced with a constant value equal to half the smallest non-zero
concentration for that variable in the dataset. Antibody concentrations will be transformed to logarithms for
analysis. Data will be summarised by the arithmetic or geometric mean at each time point (with range). To
compare responses between the vaccine groups, geometric means in the two vaccine groups will be compared
at each time point using analysis of covariance (with baseline concentration as a covariate), with a 95% CI for
the geometric mean ratio between groups. Responses will be compared by age group (in integer years), and by
site. Plots of concentration over time showing individual responses will be produced.
[Analysis of change from baseline: rather than calculate the change from baseline, and then compare these
changes between groups, it is generally recommended to use a regression model to estimate the difference
between the groups, and adjust for the baseline by including the baseline measurement as a covariate. The
reason is that analysis of changes from baseline over-corrects for baseline imbalance (Senn, 1997). ]
Post data collection note: although this was the method of analysis originally planned, the assays were run at a
high dilution resulting in a high proportion of zero values. Geometric means are therefore problematic and
would require imputing a large number of values. Therefore, we will do two analyses, a) calculate arithmetic
means and compare these between groups using poisson regression with a robust standard error b) compare
the proportion positive.
Table format for antibody responses: A separate table will be produced for total IgG to GMZ2, GLURP and
MSP3, and for each IgG subclass. These tables will be produced using pooled data, and then separately for
each site.
a) comparing arithmetic mean
GMZ2 Rabies vaccine Ratio between vaccine
groups (95%CI),
adjusted for baseline
Arithmetic
mean (N)
95%CI
ratio to D0
value
Arithmetic
mean (N)
95%CI
ratio to D0
value
GMZ2:Rabies vaccine
Day 0 pre-vacc1 1 1
Day 28 (V1+28)
Day 56 (V2+28)
Day 84 (V3+28)
Day 168 (V3+4mth)
Day 252 (V3+7mth)
Day 365 (V3+11mth)
Day 588 (V3+19mth)
Day 730 (V3+24mth)
b) comparing proportion positive
GMZ2 Rabies
vaccine
Prevalence ratio between vaccine
groups (95%CI), adjusted for
baseline
Positive IgG
N (%)
Positive IgG
N (%)
GMZ2:Rabies vaccine
Day 0 pre-vacc1
Day 28 (V1+28)
Day 56 (V2+28)
Day 84 (V3+28)
Day 168 (V3+4mth)
Day 252 (V3+7mth)
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Day 365 (V3+11mth)
Day 588 (V3+19mth)
Day 730 (V3+24mth)
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Efficacy:
The overall measure of efficacy will be the percentage reduction in the total number of episodes across all
sites estimated using Cox regression.
Time periods: For the ATP analysis, the surveillance period starts on the day of dose 3 and ends 6 months later.
For the ITT analysis, the surveillance period starts at randomization. The ATP and ITT analyses will be
presented, stratified by site but otherwise unadjusted for covariates.
Analyses will be repeated under the ITT and ATP definitions but extending the surveillance period in both cases
to the end of follow-up at 24 months from the first vaccination.
Incidence rates: For each case definition, the incidence rate of malaria will be calculated as the number of
episodes meeting the case definition divided by the time at risk. Time at risk will be the total time from start to
end of the surveillance period with no deduction for periods of malaria treatment. To avoid counting the same
episode twice, cases occurring within 14 days of a previous case will be ignored. Returns to clinic with malaria
symptoms within 14 days of the primary case are considered to be a single episode of malaria. Returns after 14
days are considered a separate illness episode, whether this is due to recrudescence or re-infection is
unknown but is immaterial as it is an attack of malaria not prevented by the vaccine.
Cumulative incidence, i.e. the proportion of children who have at least one episode, with 95% confidence
interval, will be estimated by the Kaplan Meier method.
The incidence rate of malaria will be compared between groups using Cox regression, using time since
randomization (ITT), or time since dose 3 days (ATP), as the time scale, and including all malaria episodes.
Vaccine efficacy (VE) will be defined as 100x(1-HR), where HR is the hazard ratio from Cox regression, this is an
estimate of the percentage reduction in the number of malaria episodes due to vaccination (Cheung et al.
2010). A 95% confidence interval will be calculated, using a robust standard error to allow for repeated
episodes in the same child. The analysis will be pooled across sites, with site as a stratification factor to allow
for a separate seasonal pattern of incidence in the control group in each site.
Vaccine attributable reduction (VAR) will be calculated as the difference incidence rates between the two
vaccine groups. This is a measure of impact which provides an estimate of the number of malaria episodes
prevented, the VAR will be estimated by the method of Xu et al. (2010), adjusted for site, using a robust
standard error to allow for repeated episodes in the same child.
The number (%) of children with 0,1,2,3,... episodes will be tabulated by vaccine group.
Covariate adjustment: The primary analysis will be unadjusted for covariates. A secondary analysis will adjust
for age at randomization, and ITN use at baseline.
These analyses will be repeated for a range of parasite density cut-offs.
A further analysis will estimate efficacy separately in each site.
To investigate variation in efficacy with time since vaccination, the number of episodes and the time at risk will
be tabulated for each month of follow up. Variation in efficacy with time will be assessed using flexible
regressions splines (Royston and Lambert). The final analysis will include efficacy estimates throughout the
duration of trial follow-up.
Subgroup analyses for efficacy: subgroups of interest, which will be analysed using tests for interaction in the
Cox model for the ATP analysis adjusted for covariates, are: Site; ITN use recorded at baseline; age at baseline.
Effect of antimalarial treatments: To investigate the possible bias due to prophylactic effect of intake of drugs
with antimalarial effect during the surveillance period, a) the number of antimalarial treatments (antimalarial
drugs and antibiotics with antimalarial action) in the two groups, and b) vaccine efficacy will be estimated, in
an exploratory analysis, after including a time-dependent covariate for the effect of each drug treatment on
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malaria incidence. The duration of effect will assumed to be, for Coartem (14) days, for cotrimoxazole (21
days), azithromycin (7 days).
Parasitaemia: the prevalence of parasitaemia will be compared at each time point, the prevalence ratio with
95% confidence interval will be presented for each site and in a pooled analysis, the prevalence ratio will be
estimated using a generalised linear model with identity link. Prevalence of anaemia on day 252 will be
similarly analysed. Parasite densities (asexual, and gametocytes) will be tabulated at each time point and
compared using arithmetic means, analysed using Poisson regression with robust standard error at each time
point and in a combined analysis using all time points.
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Vaccine efficacy tables:
Fever/history of fever and parasite density >5000/uL: ITT
GMZ2 Rabies
Vaccine
VE
95%CI)
Rate (No episodes/PYAR):
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
Fever/history of fever and parasite density >5000/uL: ATP
GMZ2 Rabies
Vaccine
VE
95%CI)
Rate (No episodes/PYAR):
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
Vaccine efficacy by month of follow-up: primary case definition (ITT)
Incidence rate (no episodes/PYAR)
Month post dose 1: GMZ2 Rabies vaccine VE (95%CI)
1
2
3
….
Vaccine efficacy by month of follow-up: primary case definition (ATP)
Incidence rate (no episodes/PYAR)
Month post dose 3: GMZ2 Rabies vaccine VE (95%CI)
1
2
3
….
Vaccine efficacy by cutoff (ATP):
Incidence rate (no episodes/PYAR)
GMZ2 Rabies vaccine VE (95%CI)
Fever and any parasitaemia
Fever and parasite density >500/uL
Fever and parasite density >2500/uL
Fever and parasite density >5000/uL
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Fever and parasite density >10000/uL
Fever and parasite density >20000/uL
Fever or history of fever and any parasitaemia
Fever or history of fever and parasite density >500/uL
Fever or history of fever and parasite density >2500/uL
Fever or history of fever and parasite density >5000/uL
Fever or history of fever and parasite density >10000/uL
Fever or history of fever and parasite density >20000/uL
Hazard ratios adjusted for covariates (ATP):
Incidence rate Crude HR (95%CI)# CrudeHR(95%CI)## Adjusted HR(95%CI)###
Vaccine group: GMZ2 1 1
Rabies Vaccine
Age at enrolment: 12-23 mths 1 1
24-35 mths
36-48mths
49-60mths
ITN use: Yes 1 1
No
# Includes all children in the ATP population who have data for the covariate
## Unadjusted for covariates but the analysis limited to the subset of children who have non-missing data for all covariates
### Adjusted for covariates
Severe malaria: ITT
GMZ2 Rabies
Vaccine
VE
95%CI)
Rate (No episodes/PYAR):
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
Hospital admissions: ITT
GMZ2 Rabies
Vaccine
VE
95%CI)
Rate (No episodes/PYAR):
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
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Deaths: ITT
GMZ2 Rabies
Vaccine
VE
95%CI)
Rate (No episodes/PYAR):
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
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Prevalence of anaemia on Day 252:
Hb<5 Hb<7 Mean Hb
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
Difference
95%CI)
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
Prevalence of asexual parasitaemia on days 84, 365 and 588.
Day84 Day365 Day588
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
Prevalence of gametocyte carriage days 84, 365 and 588.
Day84 Day365 Day588
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
Density asexual parasitaemia on days 84, 365 and 588. Arithmetic means.
Day84 Day365 Day588
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
Banfora
Sapone
Iganga
Lambarene
Navrongo
Pooled
Density of gametocyte carriage days 84, 365 and 588.Arithmetic means.
Day84 Day365 Day588
GMZ2 Rabies
vaccine
VE
95%CI)
GMZ2 Rabies
Vaccine
VE
95%CI)
GMZ2 Rabies
vaccine
VE
95%CI)
Banfora
Sapone
Iganga
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Lambarene
Navrongo
Pooled
Surrogates of protection: If there is evidence that the vaccine has a protective effect, further analysis to try to
understand which immune responses are associated with vaccine-induced protection will be required. To
evaluate the association between antibody titres and efficacy, malaria incidence measured at the 6 month
endpoint will be related to vaccine-specific immune responses measured post-dose 3. It is necessary to show
a) immune response is associated with malaria incidence in the control group, and in the malaria vaccine
group, and b) that the relationship is the same in both groups, and then to show that the difference in malaria
incidence between vaccine and control groups is explained by the immunological marker (Prentice, 1989; Qin
et al., 2007). Using the ATP population, each immunological response will be included in a Cox model, with the
intervention group as a covariate, to see to what extent the immunological variable explains the difference in
malaria incidence between the vaccine groups. This will be done for each immunological variable in turn using
immunological variables measured prior to and immediately post dose 3 and malaria incidence at 6 months.
Table: Hazard ratio (95%CI) from Cox models to investigate correlates of protection:
Variable Model 1: Model 2: Model 3:
Immune variables
Vaccine group
Covariates
[Technical notes:
1. It is common to consider the child is not at risk for a period of 2 to 4 weeks after each treatment (depending
on the drugs used for treatment), and to subtract this time from the time at risk, thereby giving an estimate of
vaccine efficacy as if treatment had no preventive effect. Since treatment effects do occur, this practice slightly
overestimates the actual effect of the vaccine.
2. When a child is treated for malaria, if an effective drug is used they would be expected to be free of
parasitaemia and symptoms after 2-3 days. Symptoms can recur days or weeks after the initial episode if
parasites are not completely eliminated. We need to define when recurring symptoms will be considered to be
a distinct episode. A common practice is to assume that symptoms that occur with 3 or 4 weeks of the initial
episode are most likely to be relapses and these are considered part of the initial episode. The efficacy is then
interpreted as the reduction in the number of disease episodes due to new infections, rather than the
reduction in the number of illness episodes. If a period of 7 days is used, each period of up to 1 week of illness
that meets the case definition is counted as a separate event. The protocol specified 14 days but a case could
be made for 7 days.
3. Vaccine efficacy (VE) means the percentage reduction in the number of malaria episodes during a specified
period of time. The statistical estimate using Cox regression should closely approximate the simple percent
reduction in number of cases. When there is no loss to follow-up (all children followed for the same length of
time to the end of the study), and the number of children in each group is the same, the hazard ratio (HR) from
Cox regression is exactly equal to the number of episodes in the vaccine group divided by the number of
episodes in the control group so 100x(1-HR) is the vaccine efficacy i.e. the percentage reduction in the number
of episodes. This is true even if efficacy varies with time, so the approach does not assume proportional
hazards. When there is loss to follow-up, there is an adjustment to allow for the duration of follow-up but the
interpretation is the same. Due to seasonality, if VE is calculated directly from the incidence rates in the two
groups, the estimate may be slightly different from the Cox estimate, because using the crude incidence rates
assumes incidence is constant and this introduces a slight bias when there is loss to follow-up.
Pooling over sites: The stratified Cox model allows the incidence and the pattern of seasonality to differ
between sites, when efficacy is the same in all sites this is the preferred method, but when efficacy varies
(interaction with site) it can be better to estimate overall efficacy by estimating efficacy separately in each site
by fitting a Cox model to the data for each site, and then combine the resulting estimates (Mehrotra et al.
2012). As an additional exploratory analysis this method will be used to produce an overall estimate of
efficacy.
ITT and ATP analyses : ITT gives the fairest assessment in the sense that it includes all subjects who were
randomized, but it includes periods of surveillance during which individuals have not been fully vaccinated.
ATP analysis, limited to those that were fully vaccinated, is intended to better reflect the efficacy of the full
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course of vaccination, but may be influenced by bias due to exclusion of some subjects who were randomized.
These distinctions are well recognized, so it is not necessary for use to specify which is primary, both can be
presented. In general excluding from ATP has to be done judiciously if we exclude for every minor protocol
violation we may end up with small and unrepresentative sample, many minor violations are unrelated to
efficacy.
4. For each dose there was a stagger of some weeks between the first and last child to be vaccinated at each
site; using time from dose, instead of calendar date, as the time scale therefore introduces a slight extra
variability in incidence due to the seasonal pattern of malaria. Differences in the pattern of seasonality
between sites are allowed for by considering sites as strata in the Cox model, giving equal coefficients across
strata but with a baseline hazard unique to each stratum.
5. For malaria intervention studies the use of a case definition with a high cut-off parasite density is usually
recommended in order to have a highly specific case definition, excluding cases with low parasites densities in
whom malaria-like symptoms may be due to another illness. For a vaccine that works by reducing parasite
density rather than preventing infection, this approach may lead to bias because the vaccine could increase
number of people with parasite densities below the cut-off, compared to the control group, some of these will
have clinical malaria but would be excluded from the case definition (Smith, 2007). It is therefore necessary to
use a range of cut-off values, or alternatively to include all episodes with any parasitaemia and adjust for low
specificity. A probabilistic definition of efficacy could be used but this has a disadvantage that the estimated
efficacy does not correspond to a number of actual malaria cases prevented.
6. Parasitaemia is analysed in terms of the arithmetic mean rather than the geometric mean. For analysis of
gametocytes this is more appropriate, it is a better measure of average transmissibility than either the
prevalence or the geometric mean density among the positives. Geometric means are problematic because
they have to exclude all the negatives.]
Individual patient listings:
Normal ranges and AE gradings:
References:
Xu Y, Cheung YB, Lam E, Milligan PJM (2010) A simple approach to estimation of incidence rate difference.
American Journal of Epidemiology 172:334-343.
Cheung YB, Xu Ying, Tan Sze Huey, Cutts F, Milligan PJM (2010) Estimation of intervention effects using first or
multiple episodes in clinical trials: The Andersen-Gill model re-examined. Statistics in Medicine 29(3):328-336
Smith TA (2007) Measures of clinical malaria in field trials of interventions against Plasmodium falciparum.
Malaria Journal 6:53.
Prentice RL (1989) Surrogate endpoints in clinical trials: definition and operational criteria. Stat Med 1989;
8:431–40.
Qin L et al. (2007) A Framework for Assessing Immunological Correlates of Protection in Vaccine Trials
Journal of Infectious Diseases 196:1304–12
Senn S (1997) Statistical Issues in Drug Development. Wiley.
Mehrotra DV, Shu-Chih Sua, Xiaoming Lib (2012) An efficient alternative to the stratified
Cox model analysis.Statist. Med. 31:1849-1856