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Alzheimer Disease Phase 3 Continuous Endpoint NCT03444870

Efficacy and Safety Study of Gantenerumab in Participants With Early Alzheimer's Disease (AD): Complete Statistical Analysis

The registry record reports a phase III randomized comparison of gantenerumab with placebo in early Alzheimer's disease, with change in CDR-SB at Week 116 as the primary endpoint. The posted adjusted estimate is imprecise and its confidence interval includes no difference.

Trial start: 2018-06-06  ·  Enrollment: 1053  ·  Sponsor: Hoffmann-La Roche
Scope of this record

This page provides an independent statistical analysis and educational interpretation of publicly reported results. ClinicalTrials.gov provides the official trial registry record. Numerical trial results on this page are restricted to the results posted in the ClinicalTrials.gov record; calculations added by Clinical Biostats are labelled as such.

1. Trial at a Glance

This page covers the registry results for Efficacy and Safety Study of Gantenerumab in Participants With Early Alzheimer's Disease (AD) (NCT03444870), a randomized phase 3 study. The primary outcome is DBT Period: Change From Baseline to Week 116 in Global Outcome, as Measured by CDR-SB.

1053
Enrollment
Phase 3
2
Arms
In the primary outcome
-0.30
Mean difference
Global - DBT Period: Gantenerumab
-0.72–0.12
95% CI
Two-sided
FeatureRegistry value
ClinicalTrials.gov identifierNCT03444870
PhasePhase 3
ConditionAlzheimer Disease
AllocationRandomized
Design modelParallel
MaskingDouble
Enrollment1053
Arms in the primary outcome2
Lead sponsorHoffmann-La Roche
Results postedYes

2. Clinical Question

Population

Participants had early Alzheimer's disease, described in the registry as prodromal to mild disease, and were required to show evidence of beta-amyloid pathology. The primary analysis population is described as the ITT analysis set: participants randomized during the global phase who received at least one dose of study drug. The registry record does not provide further eligibility details in the record summarized for this comparison.

Intervention

Gantenerumab was administered by subcutaneous injection with gradual uptitration. The study was randomized, double-blind, placebo-controlled, and parallel-group. The brief summary describes a 1:1 allocation, followed by an offer to enter an open-label extension after the double-blind period.

Comparator

The comparator was placebo, also administered by subcutaneous injection with gradual uptitration. The principal contrast is between gantenerumab and placebo during the global double-blind treatment period. Extension-period groups are separate from that primary comparison.

Primary question

The primary question was whether mean change from baseline to Week 116 in global outcome, measured with the Clinical Dementia Rating Sum of Boxes (CDR-SB), differed between groups. The scale combines ratings across cognitive and functional domains; higher total scores indicate greater impairment, and a negative change from baseline indicates improvement. The primary outcome uses the Week 116 assessment during the double-blind period.

3. Trial Design

This was a phase III, randomized, double-blind, placebo-controlled, parallel-group study of gantenerumab in participants with early Alzheimer's disease. The registry lists an enrollment of 1053. Participants were assigned to gantenerumab or placebo, and the brief summary describes allocation in a 1:1 ratio. Both treatments were administered as subcutaneous injections with gradual uptitration. The study required evidence of beta-amyloid pathology.

The primary efficacy assessment was scheduled at the end of the double-blind treatment period, at Week 116. The registry reports the primary outcome as change from baseline to Week 116 in CDR-SB. The primary analysis population is described as participants randomized during the global phase who received at least one dose of study drug. The registry does not report additional details about the exact covariates used in the primary adjusted analysis or the handling of participants without a Week 116 measurement.

The record lists a start date of 2018-06-06 and a primary completion date of 2022-12-28, and the study status is terminated. The reason for termination is not reported in the registry record. The brief summary says participants were offered entry to an open-label extension after the double-blind period; those not entering it were to participate in long-term follow-up for up to 50 weeks after their last gantenerumab dose. These later periods should not be conflated with the global double-blind comparison used for the primary result.

The registry lists 38 outcome measures and 18 analyses. The available primary and selected secondary results concern changes from baseline to Week 116. Information about the original design assumptions, including a trial-specific sample-size justification, is not reported in the registry record.

4. Participant Flow and Accounting

The registry reports how participants moved through each stage of the study. All counts below are exactly as posted; missing counts are not inferred from other stages.

Before assignment: A total of 985 participants with early (prodromal to mild) Alzheimer's Disease (AD) were randomized to either the gantenerumab (n=499) or placebo arm (n=486) to enter the double-blind treatment (DBT) period of the global phase. A total of 68 early (prodromal to mild) AD participants were randomized to the gantenerumab (n=35) or placebo arm (n=33) to enter the DBT period of the China extension phase.

Double-Blind Treatment (DBT) Period

StageGlobal - DBT Period: PlaceboGlobal - DBT Period: GantenerumabChina Extension - DBT Period: PlaceboChina Extension - DBT Period: GantenerumabGlobal - OLE Period: Placebo (DBT) to GantenerumabGlobal - OLE Period: Gantenerumab (DBT) to Gantenerumab
STARTED486499333500
Intent-to-treat (ITT) Analysis Set4854990000
Safety-evaluable (SE) Analysis Set4815030000
ITT Analysis Set (China)00333500
SE Analysis Set (China)00333500
Safety Magnetic Resonance Imaging (MRI)-Evaluable (SEMRI) Analysis Set4764970000
COMPLETED3873750000
NOT COMPLETED99124333500

Reasons for not completing this period:

ReasonGlobal - DBT Period: PlaceboGlobal - DBT Period: GantenerumabChina Extension - DBT Period: PlaceboChina Extension - DBT Period: GantenerumabGlobal - OLE Period: Placebo (DBT) to GantenerumabGlobal - OLE Period: Gantenerumab (DBT) to Gantenerumab
Study Terminated By Sponsor00303500
Reason not Specified17161000
Withdrawal by Subject56632000
Protocol Deviation430000
Physician Decision3110000
Lost to Follow-up100000
Death1020000
Adverse Event7290000
Randomized, but not Treated100000

Open-Label Extension (OLE) Period

StageGlobal - DBT Period: PlaceboGlobal - DBT Period: GantenerumabChina Extension - DBT Period: PlaceboChina Extension - DBT Period: GantenerumabGlobal - OLE Period: Placebo (DBT) to GantenerumabGlobal - OLE Period: Gantenerumab (DBT) to Gantenerumab
STARTED00001019
SE Analysis Set0000920
COMPLETED0000717
NOT COMPLETED000032

Reasons for not completing this period:

ReasonGlobal - DBT Period: PlaceboGlobal - DBT Period: GantenerumabChina Extension - DBT Period: PlaceboChina Extension - DBT Period: GantenerumabGlobal - OLE Period: Placebo (DBT) to GantenerumabGlobal - OLE Period: Gantenerumab (DBT) to Gantenerumab
Withdrawal by Subject000012
Physician Decision000010
Death000010

Analysis population for the primary outcome, as defined in the registry: ITT analysis set included all participants randomized during the global phase, who received at least one dose of study drug.

5. Baseline Characteristics

The table reproduces the baseline characteristics posted in the registry, which describe the participants analysed at baseline and help show whether the randomized groups were comparable.

Population: ITT analysis set included all participants randomized during the global phase, who received at least one dose of study drug. ITT analysis set (China) included all participants enrolled in China in the China extension phase who received at least one dose of study drug.

CharacteristicUnitGlobal - DBT Period: PlaceboGlobal - DBT Period: GantenerumabChina Extension - DBT Period: PlaceboChina Extension - DBT Period: GantenerumabTotal
Participants analysed48549933351052
Age, Continuousyears72.1 (SD 7.8)71.1 (SD 7.9)65.9 (SD 8.5)68.5 (SD 7.3)71.4 (SD 7.9)
Sex: Female, Male: FemaleParticipants2552901618579
Sex: Female, Male: MaleParticipants2302091717473
Ethnicity (NIH/OMB): Hispanic or LatinoParticipants585200110
Ethnicity (NIH/OMB): Not Hispanic or LatinoParticipants4224393234927
Ethnicity (NIH/OMB): Unknown or Not ReportedParticipants581115
Race (NIH/OMB): American Indian or Alaska NativeParticipants18180036
Race (NIH/OMB): AsianParticipants53523335173
Race (NIH/OMB): Native Hawaiian or Other Pacific IslanderParticipants00000
Race (NIH/OMB): Black or African AmericanParticipants61007
Race (NIH/OMB): WhiteParticipants39841400812
Race (NIH/OMB): More than one raceParticipants00000
Race (NIH/OMB): Unknown or Not ReportedParticipants10140024
China Extension: Clinical Dementia Rating-Sum of Boxes (CDR-SB)score on a scale——3.29 (SD 1.22)3.69 (SD 1.50)3.49 (SD 1.38)
DBT Period: CDR-SBscore on a scale3.71 (SD 1.67)3.71 (SD 1.57)——3.71 (SD 1.62)

6. Primary Endpoint

The registry lists the primary outcome as DBT Period: Change From Baseline to Week 116 in Global Outcome, as Measured by CDR-SB, measured over Baseline, Week 116.

ElementRegistry entry
Result typeMean
Measure of spreadStandard Error
Unitscore on a scale
Endpoint classificationContinuous Endpoint

The primary endpoint is change from baseline to Week 116 in global outcome measured by CDR-SB. CDR ratings are based on a semi-structured interview with the participant and an appropriate informant. The assessment covers memory, orientation, judgment and problem solving, community affairs, home and hobbies, and personal care. Domain ratings are combined into a total score ranging from 0 to 18; higher scores reflect greater cognitive and functional impairment. The registry states that a negative change from baseline indicates improvement.

CDR-SB is used to represent global impairment across cognitive and functional domains rather than focusing on a single task. This broad assessment is relevant to a study of early Alzheimer's disease because it captures more than one aspect of a participant's status. That general rationale does not establish that the measure is sensitive to every change that may matter to participants, nor does a group mean describe every participant's course.

The posted primary result is the mean change within each group and an adjusted between-group mean difference from an ANCOVA analysis. A between-group contrast addresses whether average change differed between assigned groups, while the endpoint's scale direction helps interpret the sign. A negative difference points toward a lower change value in the gantenerumab group; because negative change is described as improvement, this direction favors gantenerumab on the scale. The estimate must still be interpreted alongside its uncertainty interval and the analysis method.

7. Results Posted in the Registry

Mean difference: Global - DBT Period: Gantenerumab

-0.30

95% CI: -0.72 to 0.12

Recalculated from the posted summary statistics

Primary outcome by arm, with 95% confidence intervals
Primary outcome by arm with 95% confidence intervals3.03.23.43.63.84.1Global - DBT Period: Placebo (n=485)Global - DBT Period: Gantener… (n=499)score on a scale (95% CI)
Treatment effect versus the control arm
Forest plot of mean difference vs control (95% CI)Global - DBT Period: Gantener…-0.78-0.59-0.40-0.20-0.010.18mean difference vs control (95% CI)

8. Secondary Efficacy Endpoints

The registry also posts results for secondary outcomes. For each outcome below, the endpoint type, the test applied to the posted summary statistics, the result and its interpretation are given in turn. Secondary endpoints are usually not adjusted for multiple testing, so they support rather than confirm the primary finding.

Secondary outcomeTypeEffect measureEstimate (95% CI)Planning size, 80% power
DBT Period: Change From Baseline to Week 116 in Alzheimer Disease Assessment Scale-Cognition Subscale 13 (ADAS-Cog13) ScoreContinuous EndpointMean difference-1.25 (-2.70 to 0.20)1,331 per arm
DBT Period: Change From Baseline to Week 116 in Alzheimer's Disease Cooperative Study- Activities of Daily Living (ADCS-ADL) Total ScoreContinuous EndpointMean difference1.11 (-0.67 to 2.89)2,546 per arm
DBT Period: Change From Baseline to Week 116 in Functional Activities Questionnaire (FAQ) ScoreContinuous EndpointMean difference-0.85 (-1.72 to 0.02)1,053 per arm

DBT Period: Change From Baseline to Week 116 in Alzheimer Disease Assessment Scale-Cognition Subscale 13 (ADAS-Cog13) Score

Treatment effect versus the control arm
Forest plot of mean difference vs control (95% CI)Global - DBT Period: Gantener…-2.93-2.26-1.59-0.91-0.240.43mean difference vs control (95% CI)

DBT Period: Change From Baseline to Week 116 in Alzheimer's Disease Cooperative Study- Activities of Daily Living (ADCS-ADL) Total Score

Treatment effect versus the control arm
Forest plot of mean difference vs control (95% CI)Global - DBT Period: Gantener…-0.95-0.130.701.522.353.17mean difference vs control (95% CI)

DBT Period: Change From Baseline to Week 116 in Functional Activities Questionnaire (FAQ) Score

Treatment effect versus the control arm
Forest plot of mean difference vs control (95% CI)Global - DBT Period: Gantener…-1.86-1.46-1.05-0.65-0.240.16mean difference vs control (95% CI)

The registry reports several secondary clinical measures assessed at Week 116, including cognition, daily activities, functional activities, and other measures. For the three secondary endpoints with detailed results in the record, the sponsor's adjusted estimates are not uniform in statistical strength: one reported p-value is below 0.05, while others are above that threshold. The directions and intervals also vary across outcomes. This pattern does not amount to a consistent secondary confirmation of the primary result.

Secondary endpoints can help describe whether a primary-outcome pattern is accompanied by related changes in other domains. Their interpretation is strongest when they were prespecified, measured reliably, and considered as part of a plan that accounts for the number of comparisons. The registry lists 36 posted secondary outcomes, but the record does not report a multiplicity adjustment plan or the full analysis plan. When many outcomes are examined, some may appear more noteworthy by chance, even if there is no corresponding underlying effect.

Accordingly, a nominal secondary p-value below 0.05 should be viewed as exploratory unless the analysis plan establishes how multiplicity was controlled and what role the result was intended to play. The primary result remains the central efficacy comparison, and its adjusted interval includes zero. Secondary results may add context, but they do not overturn the uncertainty in the primary endpoint or, without multiplicity information, establish an independent confirmatory finding. The registry's reported results should be interpreted as a set of related analyses rather than as isolated tests whose thresholds can be considered independently.

Secondary outcomes registered for this trial, for reference (only those above were recalculated):

9. Statistical Interpretation

Clinical Biostats interpretation

For the primary endpoint, the posted mean change was 3.65 in the placebo group and 3.35 in the gantenerumab group. The simple unadjusted recalculation gives a mean difference of -0.3, with a reported unadjusted p-value of 0.158. The sponsor's ANCOVA analysis reports an adjusted mean difference of -0.31, with a 95% confidence interval from -0.66 to 0.05 and p=0.095. The negative estimate is in the direction of a smaller increase in CDR-SB for gantenerumab, which is the favorable direction according to the registry's scoring description. The interval, however, includes zero, so the reported data remain compatible with no average difference as well as with differences in either direction within the interval.

The sponsor's reported primary p-value is above 0.05, and the interval includes zero. Thus, the posted primary analysis does not provide clear statistical evidence of a between-group difference under a conventional 0.05 threshold. This is not the same as demonstrating that the groups were identical. The estimate is modest relative to its uncertainty, and the results do not rule out effects across the range represented by the confidence interval. Statistical uncertainty is also separate from the question of how large a difference would be meaningful; a threshold for clinical importance is not reported in the registry record.

The recalculated comparison uses unadjusted group summaries, whereas the sponsor reports an adjusted ANCOVA contrast. They are close in estimated direction and size, but they are not identical analyses. The adjusted analysis is the sponsor's reported inferential result; it should not be replaced by a calculation from summary statistics. The record does not give enough detail to reconstruct the ANCOVA specification, including its covariates and missing-data approach.

The secondary outcomes give a mixed picture rather than a uniformly aligned pattern. Some adjusted estimates are in directions that might appear favorable for gantenerumab according to the scales, while their intervals and p-values differ in how much evidence they provide. One secondary result has a reported p-value below 0.05, but several outcomes were assessed and the registry record does not report a multiplicity adjustment plan. An isolated unadjusted result is therefore less persuasive than a consistent prespecified pattern supported by the primary endpoint.

These are group-level estimates at the stated assessment time. They do not show how every participant changed, identify which individuals may have experienced benefit or harm, or establish a causal explanation for individual outcomes. The study status is terminated, but the reason for termination is not reported in the registry record. The numerical results alone do not explain that status.

10. Statistical Methods Explained

What does the group mean describe?

The primary result is a continuous outcome: change in CDR-SB score from baseline to Week 116. A mean is the arithmetic average of the measured changes in the relevant analysis group. It provides a concise description of the group's central result, but it does not reveal the full distribution of individual scores. Participants can have changes that differ from the group mean, and the mean by itself does not show how variable those changes were.

The registry reports standard errors alongside the group means. General explanation: a standard error describes the uncertainty in an estimated mean, rather than the spread of individual participant measurements. It is affected by both the variability in measurements and the amount of information available for the estimate. The standard errors attached to the primary group means are 0.16 for placebo and 0.14 for gantenerumab. They are not standard deviations and should not be read as describing the range of individual changes.

What does the mean difference represent?

The simple recalculation compares the posted group means by subtracting the placebo mean from the gantenerumab mean. This is an unadjusted comparison of the reported summaries. For the primary endpoint, the recalculated mean difference is -0.3. The sign is interpreted using the scale description: lower change is in the direction of improvement, because negative change from baseline indicates improvement. A mean difference remains an average contrast, not a prediction for an individual participant.

The sponsor's analysis uses ANCOVA and reports a difference in adjusted means. General explanation: analysis of covariance estimates a group contrast while accounting for specified covariates. Adjustment may improve precision or account for baseline differences, depending on the model and data. The record does not report the full model specification, which variables were included, or how missing outcome measurements were handled. The adjusted estimate and the unadjusted recalculation are consequently related but should not be treated as interchangeable.

How should the p-value be understood?

A p-value summarizes how compatible the observed result is with a specified null model of no group difference, under the assumptions of the analysis. It is not the probability that the null hypothesis is true, the probability that the result occurred by chance, or a measure of clinical importance. For the primary outcome, the sponsor reports p=0.095. The unadjusted recalculation reports p=0.158. These values differ because the sponsor's analysis is adjusted and the recalculation is based on unadjusted summaries. Neither p-value describes the size or importance of an effect on its own.

The conventional 0.05 threshold is part of the planning assumptions used for the illustrative sample-size calculations, not evidence that the trial's original analysis plan necessarily used that threshold. The registry's primary analysis reports a p-value above 0.05. A result above a threshold does not prove that there is no difference; it indicates that the analysis did not meet that decision criterion. The registry does not report the original statistical analysis plan in enough detail to establish all decision rules.

What does a confidence interval add?

A confidence interval gives a range of values compatible with the estimate under the analysis method and its assumptions. General explanation: a 95% confidence interval is generated by a procedure that, over repeated studies conducted under the same conditions, would contain the target parameter in 95% of intervals. It is not a statement that there is a 95% probability that this particular fixed parameter lies inside the reported interval.

The primary sponsor-reported interval is -0.66 to 0.05. It includes zero, the value representing no between-group difference. It also includes negative values, consistent with a difference favoring gantenerumab on this scale, and a small positive value, consistent with a difference in the opposite direction. The interval therefore leaves uncertainty about both the presence and direction of the group contrast. Confidence intervals should be read together with the point estimate and the outcome's scale, not as a standalone verdict.

Why can planning estimates differ from observed results?

The illustrative planning values use the observed effect as a reference and calculate participant requirements under stated assumptions. General explanation: a sample-size calculation is a planning exercise for a future or hypothetical design; it does not show whether the completed study had a particular probability of finding a result. The original design rationale and trial-specific assumptions are not reported in the registry record. The illustrative requirements therefore cannot establish what the investigators planned, whether the study met its original target, or whether the actual study was adequately sized for a clinically meaningful effect.

These methods describe different questions. The mean describes an observed average; the mean difference compares group averages; the p-value summarizes compatibility with a null model; the confidence interval expresses uncertainty around an estimate; and a sample-size calculation describes a hypothetical design under assumptions. None should be substituted for another. Interpretation also depends on the population analyzed, outcome measurement, follow-up, missing data, and multiplicity, some of which are not described in detail in the registry record.

11. Confidence Intervals and Precision

The sponsor's adjusted primary estimate is -0.31, with a 95% confidence interval from -0.66 to 0.05. The point estimate gives the center of the reported contrast, while the interval shows that the estimate is not precise enough to exclude zero. Its lower end is in the direction favoring gantenerumab on the CDR-SB change scale; its upper end permits a small difference in the opposite direction. The interval thus conveys uncertainty about whether there was a difference and, if so, its direction and size.

The interval is not a range containing most individual participant outcomes. It describes uncertainty about the adjusted group contrast under the sponsor's analysis. The standard errors reported for group means likewise concern estimates, not the spread of individual scores. Distinguishing uncertainty in a group estimate from participant-to-participant variability is essential when reading continuous outcomes.

Precision should be considered alongside the scale and a threshold for meaningful change. The registry record describes the score's range and direction but does not report a threshold for clinical importance. It is therefore possible to describe the estimate and its interval without claiming that any part of the interval corresponds to a clinically important effect. The interval includes no difference, but this does not establish equivalence or prove that the true contrast is exactly zero.

The unadjusted recalculation has its own uncertainty and is not the same estimand as the sponsor's adjusted ANCOVA result. The sponsor's interval is the appropriate interval to pair with the sponsor's adjusted estimate. Because the registry does not report full details of the adjustment and missing-data procedures, readers cannot reproduce all aspects of that inferential result from the posted summaries alone.

12. Planning a Similar Trial: Sample Size

This is a planning illustration, not a re-evaluation of the original trial. It asks: if a new study wanted to detect a difference like the one observed, or a smaller one, how large would it need to be? It is deliberately not “observed power” of the finished trial, which is not a meaningful quantity.

Effect to detectParticipants per arm, 80% powerParticipants per arm, 90% power
100% of the observed effect1,9332,588
75% of the observed effect3,4364,600
50% of the observed effect7,73010,349
Sample size needed versus the size of the effect to detect
Sample size needed versus size of effect to detect2,0005,00010,00020,00040%60%80%100%80% power90% powersize of effect to detect, as % of the effect observed (log vertical scale: participants per arm)
Treat these figures cautiously. The observed difference is imprecise: its confidence interval includes no difference at all. A sample size built on a noisy estimate can be far too small or too large, so the smaller-effect rows are the more cautious guide.
Method and assumptions. Two-sided α = 0.05, 1:1 allocation, two-sample comparison of means with the pooled standard deviation. Calculated for the comparison: Global - DBT Period: Gantenerumab.

The planning figures are participants per arm for the continuous outcomes in this study. They are not total event counts. The registry's planning assumptions are a two-sided significance level of 0.05, equal allocation between two arms, and a normal approximation; each calculation targets the stated fraction of the observed effect. The original trial's own design assumptions and sample-size justification are not reported in the registry record. The planning values are illustrative calculations based on the observed result, not observed power.

The 80% power column gives the participants per arm that the stated calculation estimates would be needed for an 80% chance of detecting the specified effect, if the assumptions and target effect were correct. The 90% power column uses a higher target chance of detection and therefore calls for more participants per arm under the same assumptions. Power is a design characteristic under a chosen model and effect size; it is not a measure of how likely the observed result is to be true.

Rows describing 100% of the observed effect use the observed estimate as the effect to detect; the 75% and 50% rows set progressively smaller target effects. Smaller effects require more participants because they are harder to distinguish from sampling variability. The displayed figures are especially sensitive to the observed effect used as the starting point. When an observed estimate is uncertain, calculations anchored to it inherit that uncertainty and should not be interpreted as a definitive requirement for a future study.

These planning calculations do not establish whether the completed trial had adequate power for an effect considered clinically important. They also do not recover the trial's original design rationale. The sample-size values answer a conditional planning question under the listed assumptions, rather than describing the probability that this completed study would produce its observed result.

13. How the Sample Size Is Derived

Power is the probability that a study of a given size rejects the null hypothesis when a specific true effect exists. It depends on four things: the effect to detect, the variability of the outcome, the significance level (here a two-sided α of 0.05, so z1−α/2 = 1.960) and the desired power (z1−β = 0.842 for 80% and 1.282 for 90%).

Formula

n = 2 (z1−α/2 + z1−β)2 σ2 / Δ2

n is the number of participants in each arm, Δ is the difference in means to detect and σ is the common standard deviation.

Worked calculation for this trial

  1. Observed difference Δ = -0.300; pooled standard deviation σ = 3.329.
  2. n = 2 × (1.96 + 0.842)2 × 3.3292 / -0.3002 = 1,932.5, rounded up to 1,933 participants per arm for 80% power.

The smaller-effect rows in the table above repeat the same calculation with the effect multiplied by 0.75 and 0.5 (for ratios, applied to the logarithm of the ratio).

R code

alpha <- 0.05
z_a   <- qnorm(1 - alpha / 2)          # two-sided
delta <- -0.3                      # observed difference in means
sigma <- 3.32857516473509                     # pooled standard deviation
n_per_arm <- function(power, frac = 1) {
  ceiling(round(2 * (z_a + qnorm(power))^2 * sigma^2 / (delta * frac)^2, 6))
}
for (f in c(1, 0.75, 0.5))
  cat(sprintf("%3.0f%% of observed effect: n per arm = %s (80%% power), %s (90%% power)\n", 100 * f,
              format(n_per_arm(0.80, f), big.mark = ","), format(n_per_arm(0.90, f), big.mark = ",")))

# Check against R's built-in function (t-based, so very slightly larger)
cat("power.t.test:", round(power.t.test(delta = delta, sd = sigma, power = 0.80)$n, 1), "\n")

# Simulation: exact two-sample t-test using simulated means and variances
set.seed(3444870)
n    <- n_per_arm(0.80)
reps <- 20000
m_diff <- rnorm(reps, delta, sigma * sqrt(2 / n))             # difference in sample means
s2     <- sigma^2 * rchisq(reps, 2 * (n - 1)) / (2 * (n - 1))   # pooled sample variance
tstat  <- m_diff / sqrt(s2 * 2 / n)
cat(sprintf("Simulated power at n = %s per arm: %.3f (%d replicates)\n", format(n, big.mark = ","), mean(abs(tstat) > qt(0.975, 2 * (n - 1))), reps))

Output from running the code

100% of observed effect: n per arm = 1,933 (80% power), 2,588 (90% power)
 75% of observed effect: n per arm = 3,436 (80% power), 4,600 (90% power)
 50% of observed effect: n per arm = 7,730 (80% power), 10,349 (90% power)
power.t.test: 1933.4 
Simulated power at n = 1,933 per arm: 0.800 (20000 replicates)

The simulation draws many sets of group means and variances at the planned sample size and counts how often the two-sample t-test rejects the null. It should land close to the target power; at very small required sample sizes it can fall below it, because the normal approximation is rough there.

14. Analyses Reported by the Sponsor

MethodEstimate95% CIP-value
ANCOVADifference in adjusted mean -0.31-0.66 to 0.050.095

The sponsor reports the primary comparison using ANCOVA, as a difference in adjusted means: -0.31, with a 95% confidence interval from -0.66 to 0.05 and p=0.095. The summary-statistic recalculation is unadjusted and gives a mean difference of -0.3, with an unadjusted p-value of 0.158. The estimates are similar in direction and approximate size, but the analyses differ. The adjusted result accounts for model covariates; the simple recalculation does not.

The sponsor-reported analysis should be read as the trial's inferential result, rather than replaced with a calculation from rounded group summaries. The two estimates are not evidence of a discrepancy requiring one result to be discarded; they reflect different methods and potentially different precision. The registry record does not provide the detailed ANCOVA specification or enough information to reproduce the adjusted analysis fully.

The sponsor's primary confidence interval includes zero, and the reported p-value is above 0.05. This supports describing the adjusted result as uncertain rather than as a clearly demonstrated group difference. The record identifies a superiority analysis, but that label does not change the estimate, interval, or p-value and does not resolve the uncertainty. Detailed information about prespecified decision rules is not reported in the registry record.

15. Multiplicity, Missing Data and Analysis Populations

Multiplicity arises when several outcomes or statistical comparisons are evaluated. General explanation: as the number of tests grows, the chance of at least one apparently positive result can increase even when none of the underlying effects is real. Methods such as hierarchical testing or adjustment of significance thresholds can address that issue, but the registry record does not report whether such a procedure was prespecified or used for the secondary outcomes. The posted results should therefore not be treated as though every outcome were an independent confirmatory test.

The record lists 38 outcome measures, 18 analyses, and 36 posted secondary outcomes. Those counts describe the registered outcome information, but do not establish which outcomes were prespecified as key, how testing was ordered, or which results were included in any multiplicity family. Those details are not reported in the registry record. The primary result is consequently the clearest focus for interpretation, while secondary findings warrant caution.

Missing-data handling is also important for a Week 116 change outcome. If participants do not contribute an assessment at that time, the analysis method can affect the estimate and its uncertainty. The registry record does not report the imputation method, assumptions about missing outcomes, or sensitivity analyses for the primary comparison. It also does not explain whether missingness differed by group or how departures from the planned assessment schedule were handled. No conclusion about the direction or magnitude of any missing-data bias can be drawn from the information reported.

The primary population is described as an ITT analysis set that included participants randomized during the global phase who received at least one dose of study drug. This definition is stated in the registry; it is not the broader common usage of ITT that may include every randomized participant regardless of treatment exposure. The record does not provide further detail about exclusions or the analysis population for each outcome. Thus, the term should be interpreted using the registry's own definition, and assumptions beyond that definition are not justified.

Finally, the registry does not provide the complete statistical analysis plan, trial-specific sample-size justification, or detailed covariate specification for ANCOVA. Their absence limits independent assessment of prespecification and robustness. These omissions do not invalidate the reported results, but they constrain what can be concluded from the registry record alone.

16. Safety Results

The registry reports serious adverse events as affected participants divided by participants at risk.

ArmParticipants with serious adverse eventsParticipants at riskPercentage
Global - DBT Period: Placebo9548119.8%
Global - DBT Period: Gantenerumab7650315.1%
China Extension - DBT Period: Placebo0330.0%
China Extension - DBT Period: Gantenerumab2355.7%
Global - OLE Period: Placebo (DBT) to Gantenerumab2922.2%
Global - OLE Period: Gantenerumab (DBT) to Gantenerumab22010.0%
Participants with at least one serious adverse event
Serious adverse events by armGlobal - DBT Period: Placebo19.8%Global - DBT Period: Gantener…15.1%China Extension - DBT Period:…0.0%China Extension - DBT Period:…5.7%Global - OLE Period: Placebo …22.2%Global - OLE Period: Gantener…10.0%% of participants with at least one serious adverse event

Deaths

ArmDeaths (participants affected of at risk)
Global - DBT Period: Placebo11 of 481
Global - DBT Period: Gantenerumab3 of 503
China Extension - DBT Period: Placebo0 of 33
China Extension - DBT Period: Gantenerumab0 of 35
Global - OLE Period: Placebo (DBT) to Gantenerumab1 of 9
Global - OLE Period: Gantenerumab (DBT) to Gantenerumab0 of 20

Other (non-serious) adverse events

Participants with at least one non-serious event at or above the registry's 5% reporting threshold.

ArmParticipants affected of at risk
Global - DBT Period: Placebo329 of 481
Global - DBT Period: Gantenerumab366 of 503
China Extension - DBT Period: Placebo11 of 33
China Extension - DBT Period: Gantenerumab20 of 35
Global - OLE Period: Placebo (DBT) to Gantenerumab8 of 9
Global - OLE Period: Gantenerumab (DBT) to Gantenerumab16 of 20

Most frequent serious adverse event terms

Event termOrgan systemGlobal - DBT Period: PlaceboGlobal - DBT Period: GantenerumabChina Extension - DBT Period: PlaceboChina Extension - DBT Period: GantenerumabGlobal - OLE Period: Placebo (DBT) to GantenerumabGlobal - OLE Period: Gantenerumab (DBT) to Gantenerumab
COVID-19Infections and infestations9 of 4813 of 5030 of 331 of 350 of 90 of 20
FallInjury, poisoning and procedural complications2 of 4816 of 5030 of 330 of 350 of 90 of 20
Amyloid related imaging abnormality-oedema/effusionNervous system disorders0 of 4817 of 5030 of 330 of 350 of 90 of 20
Pulmonary embolismRespiratory, thoracic and mediastinal disorders2 of 4815 of 5030 of 330 of 350 of 90 of 20
COVID-19 pneumoniaInfections and infestations3 of 4812 of 5030 of 330 of 350 of 90 of 20
PneumoniaInfections and infestations5 of 4810 of 5030 of 330 of 350 of 90 of 20
OsteoarthritisMusculoskeletal and connective tissue disorders3 of 4812 of 5030 of 330 of 350 of 90 of 20
Urinary tract infectionInfections and infestations3 of 4811 of 5030 of 330 of 350 of 90 of 20
Ischaemic strokeNervous system disorders2 of 4812 of 5030 of 330 of 350 of 90 of 20
SyncopeNervous system disorders2 of 4811 of 5030 of 330 of 351 of 90 of 20

Most frequent non-serious adverse event terms

Event termOrgan systemGlobal - DBT Period: PlaceboGlobal - DBT Period: GantenerumabChina Extension - DBT Period: PlaceboChina Extension - DBT Period: GantenerumabGlobal - OLE Period: Placebo (DBT) to GantenerumabGlobal - OLE Period: Gantenerumab (DBT) to Gantenerumab
Injection site reactionGeneral disorders43 of 48194 of 5030 of 330 of 351 of 91 of 20
FallInjury, poisoning and procedural complications62 of 48160 of 5030 of 330 of 352 of 91 of 20
Amyloid related imaging abnormality-oedema/effusionNervous system disorders5 of 481102 of 5031 of 334 of 353 of 92 of 20
HeadacheNervous system disorders42 of 48160 of 5031 of 331 of 350 of 91 of 20
DizzinessNervous system disorders41 of 48145 of 5030 of 331 of 350 of 91 of 20
Back painMusculoskeletal and connective tissue disorders40 of 48143 of 5030 of 331 of 350 of 91 of 20
NasopharyngitisInfections and infestations33 of 48146 of 5031 of 330 of 350 of 90 of 20
HypertensionVascular disorders35 of 48141 of 5030 of 331 of 350 of 91 of 20
COVID-19Infections and infestations35 of 48126 of 5033 of 334 of 351 of 91 of 20
ArthralgiaMusculoskeletal and connective tissue disorders29 of 48137 of 5030 of 330 of 350 of 91 of 20

Serious events with the highest arm-level rate: traumatic intracranial haemorrhage (11.1%), syncope (11.1%), toxic encephalopathy (11.1%), upper limb fracture (5.0%), seizure (5.0%).

Do not overextend the safety comparison. Serious-adverse-event counts are safety observations, not efficacy outcomes, and should not be combined with the primary result into a single benefit-risk number.

Serious adverse event figures are reported for several distinct groups and study periods. In the global double-blind period, serious adverse events affected 95 of 481 participants in the placebo group and 76 of 503 participants in the gantenerumab group. The registry also reports 11 deaths in the placebo group and 3 in the gantenerumab group for that period. These are counts in the groups as recorded; they do not by themselves establish that treatment caused or prevented an event.

Other registry groups include the China extension double-blind period and global open-label extension periods. Their serious-event counts are 0 of 33 and 2 of 35 in the China extension placebo and gantenerumab groups, respectively; the open-label groups report 2 of 9 and 2 of 20. Death counts are also reported separately by group. These groups should not be combined with the global double-blind comparison: they represent different settings or periods, and the registry does not provide a common exposure-time adjustment in the listed figures.

Serious adverse event counts are not interchangeable with all adverse events, and participant counts do not describe event duration, severity beyond the serious classification, or time at risk. Comparisons can also be affected by follow-up and population differences. The listed serious-event terms and percentages should be interpreted within their registry context; they do not support a causal safety conclusion on their own.

17. What the Result Does, and Does Not, Mean

The primary result describes an average change in CDR-SB from baseline to Week 116 among the analysis population defined in the registry. The sponsor's adjusted estimate is in the direction of a smaller increase in the gantenerumab group, but its confidence interval includes zero and its p-value is above 0.05. The data therefore leave uncertainty about the size and direction of the between-group contrast. They do not establish that the groups were identical, and they do not show that every participant followed the group-average pattern.

The reported outcome is a group mean on a scale of cognitive and functional impairment. It is not a direct account of every participant's experience, nor does it indicate the proportion of participants who improved, remained stable, or worsened. The registry does not report a threshold for clinically important change, so the numerical difference cannot be classified as clinically meaningful or unmeaningful from this record alone.

The primary analysis pertains to the global double-blind period and the Week 116 assessment. It does not, by itself, describe later open-label follow-up, long-term outcomes, or outcomes for populations outside the registered study. The registry status is terminated, but the reason for termination is not reported; the status alone does not explain the efficacy or safety findings.

Secondary outcomes offer additional information but are not a substitute for the primary result. Their mixed pattern, combined with unreported multiplicity procedures, means that individual secondary findings should be interpreted cautiously. Safety counts likewise describe reported events in listed groups, not a causal comparison adjusted for follow-up time or other factors.

Overall, the record supports a precise description of the posted estimates and their uncertainty, but not a definitive claim of benefit, lack of benefit, equivalence, or safety causation. Further interpretation would depend on details not reported in the registry record, including the analysis plan, missing-data methods, and clinical-importance criteria.

18. Why This Trial Matters Statistically

This trial illustrates why a point estimate should not be read on its own. The primary contrast is negative, in the direction favored by the scale description, but the adjusted confidence interval includes zero. A statistical interpretation must keep the estimated direction, the interval's breadth, and the prespecified analysis in view together. A favorable direction alone does not demonstrate a clear difference, just as an interval containing zero does not prove equality.

It also illustrates the distinction between an unadjusted recalculation and the sponsor's reported adjusted model. Summary statistics can support a simple comparison, but they cannot fully reproduce an analysis that adjusts for covariates. Reporting both estimates can help readers see whether the direction is broadly similar while preserving the fact that they answer related but not identical analytic questions.

The multiple secondary outcomes make the role of prespecification important. A nominal result can appear compelling when read alone, yet interpretation changes when many outcomes are considered and the multiplicity strategy is unknown. The registry record's omissions about multiplicity, missing data, and the analysis plan matter because they limit the strength of conclusions that can be drawn from isolated findings.

Finally, the planning illustrations emphasize how sample-size requirements depend on the effect targeted. A design intended to detect smaller effects generally needs more participants, but calculations anchored to an observed estimate are not a substitute for a clinical rationale or the original design assumptions. Together, these issues show why clinical-trial interpretation depends on estimates, uncertainty, analysis choices, and completeness of reporting—not simply on whether an individual p-value crosses a threshold.

19. Limitations

Several trial-specific limitations of interpretation follow from the registry information. The primary adjusted analysis is reported with an estimate, interval, and p-value, but the full ANCOVA specification is not reported. The record does not identify all covariates or provide enough detail to reproduce the adjustment. This restricts independent checking of the sponsor's inferential result from the posted summaries.

The record defines the primary analysis population as randomized participants in the global phase who received at least one dose. It does not provide a fuller account of analysis-population exclusions or participant flow for the primary endpoint. The endpoint-specific group counts are also not identical to the enrollment figure, but the record information does not explain the reasons for those counts. No inference about why participants are absent from a particular analysis should be made without that information.

The method for handling missing Week 116 outcomes is not reported in the registry record. Nor are sensitivity analyses for missing data described. Because the primary endpoint is a change score at a specified follow-up time, assumptions about unavailable assessments could affect both the estimated contrast and its uncertainty.

The registry reports several secondary outcomes, but does not report the multiplicity strategy or the complete statistical analysis plan. The clinical-importance threshold for the primary scale is also not reported. These absences constrain interpretation of the secondary findings and of the practical meaning of the primary estimate.

Safety groups span global and China extension settings and double-blind and open-label periods. Counts from these groups are not direct like-for-like estimates of comparative risk, and the listed figures do not supply exposure-time-adjusted comparisons. The reason for the terminated status is not reported in the registry record. These limitations do not negate the posted findings, but they prevent broader or more definitive conclusions than the record supports.

20. Related Tutorials

21. Related Statistical Calculators

22. Sources

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23. Record Summary

The registry describes a phase III, randomized, double-blind, placebo-controlled, parallel-group study of gantenerumab in early Alzheimer's disease. Enrollment was 1053, and the record lists the study status as terminated. The primary endpoint was change from baseline to Week 116 in CDR-SB during the global double-blind period.

The sponsor's ANCOVA result was an adjusted mean difference of -0.31, with a 95% confidence interval from -0.66 to 0.05 and p=0.095. The interval includes zero, leaving uncertainty about the between-group difference. The simple unadjusted recalculation is similar in direction but is not the same analysis.

Secondary findings vary, and the registry record does not report a multiplicity plan, detailed missing-data methods, or the complete adjusted model specification. Serious adverse event counts are available for distinct study groups and periods, but they should not be read as causal comparisons. The reason for termination is not reported in the registry record.

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