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Cancer Phase 2 Binary Endpoint NCT05016622

Booster Dose Trial: Complete Statistical Analysis

This analysis examines a single-group phase 2 study of a BNT162b2 booster in patients with cancer. The primary result is seroconversion four weeks after boosting among participants who were seronegative after their primary vaccination series.

Trial start: 2021-08-10  ·  Enrollment: 106  ·  Sponsor: Montefiore Medical Center
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 Booster Dose Trial (NCT05016622), a na phase 2 study. The primary outcome is Rate of Seroconversion for SARS-CoV-2 Spike Antibody Among Patients Who Were Seronegative After Primary Series of COVID-19 Vaccinations.

106
Enrollment
Phase 2
n/a
Arms
In the primary outcome
n/a
Effect
No re-analysis shown
n/a
95% CI
See limitations
FeatureRegistry value
ClinicalTrials.gov identifierNCT05016622
PhasePhase 2
ConditionCancer
AllocationNot applicable (single group)
Design modelSingle Group
MaskingNone (open label)
Enrollment106
Arms in the primary outcomen/a
Lead sponsorMontefiore Medical Center
Results postedYes

2. Clinical Question

Population

Patients with cancer who had not developed detectable antibodies after their initial FDA-authorized COVID-19 vaccination series. The registry states that 35 of 106 patients were seronegative after the initial 2 dose series.

Intervention

A booster dose of BNT162b2 vaccine. The study summary describes its aim as assessing safety and effectiveness of booster doses in patients with cancer who had not developed an antibody after primary vaccination.

Comparator

There was no separate comparison group in the single-group design. The primary outcome describes antibody status after the booster among the seronegative subgroup; it does not compare that subgroup with an unboosted or alternative-treatment group.

Primary question

Among patients who were seronegative after the primary series, what proportion demonstrated anti-Spike antibody seroconversion four weeks after the first booster dose? The registry reports that 57% (20/35) seroconverted and had a detectable antibody response.

3. Trial Design

This was a phase 2, single-group study sponsored by Montefiore Medical Center. The registry lists an enrollment of 106 and the BNT162b2 vaccine as the intervention. The study began on 2021-08-10, had a primary completion date of 2022-04-20, and its status is terminated. The reason for termination is not reported in the registry record.

The registry lists no masking and no randomized allocation. With no concurrent control group, the design can describe antibody outcomes and adverse events among participants who received the booster, but it cannot directly estimate how those outcomes would differ without the booster or under another intervention. The primary result is specifically about the subgroup of 35 patients who were seronegative after the initial 2 dose vaccination series, rather than all 106 enrolled patients.

The primary outcome was assessed four weeks after administration of the first booster dose. Other listed outcomes concern antibody titers, seropositive status, neutralizing antibodies, and T-cell response. The registry includes no arm description beyond “Booster dose.” Eligibility details beyond the cancer diagnosis and lack of an antibody response after primary vaccination, the booster schedule beyond the stated first dose, and the reason for the terminated status are not reported in the registry record.

The study is not a randomized comparison, and its results should be read as observations from a treated group. Design details such as a prespecified sample-size justification, interim analyses, and a full statistical analysis plan are 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: 189 patients were assessed for eligibility to receive a booster COVID-19 vaccine after at least 28 days following completion of the standard COVID-19 vaccination series. Of the 189 patients, 56 patients declined to participate in the study, 2 patients did not meet eligibility criteria, and 25 participants were not enrolled due to 'Other reasons.' Accordingly, 106 patients were enrolled into the Booster Dose Trial.

1st Booster: 4 Week Follow up Visit

StageBooster Dose
STARTED106
COMPLETED106
NOT COMPLETED0

1st Booster: 4-6 Month Follow up Visit

StageBooster Dose
STARTED106
COMPLETED47
NOT COMPLETED59

Reasons for not completing this period:

ReasonBooster Dose
Lost to Follow-up59

2nd Booster: 4 Week Follow up Visit

StageBooster Dose
STARTED20
COMPLETED18
NOT COMPLETED2

Reasons for not completing this period:

ReasonBooster Dose
Declined to Participate2

2nd Booster: 4-6 Month Follow up Visit

StageBooster Dose
STARTED18
COMPLETED0
NOT COMPLETED18

Analysis population for the primary outcome, as defined in the registry: 35 of 106 patients were seronegative after initial 2 dose vaccination series. At 4 weeks following receipt of the booster vaccine, 57% (20/35) of these patients seroconverted and had a detectable antibody response as demonstrated by anti-S antibody testing

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: 106 participants were enrolled into the study.

CharacteristicUnitAll Study Participants
Participants analysed106
Age, Continuousyears68 (63.25 to 76.5)
Sex: Female, Male: FemaleParticipants58
Sex: Female, Male: MaleParticipants48
Race/Ethnicity, Customized: CaucasianParticipants36
Race/Ethnicity, Customized: African-AmericanParticipants33
Race/Ethnicity, Customized: HispanicParticipants27
Race/Ethnicity, Customized: AsianParticipants9
Race/Ethnicity, Customized: OtherParticipants1
Region of Enrollment: United Statesparticipants106
Previous Vaccine Administered: BNT162b2Participants72
Previous Vaccine Administered: mRNA-1273Participants28
Previous Vaccine Administered: Ad26.CoV2.SParticipants6
Type of Booster Vaccine: BNT162b2Participants78
Type of Booster Vaccine: mRNA-1273Participants28
Malignancy Category: Hematologic MalignancyParticipants66
Malignancy Category: Solid Tumor MalignancyParticipants40
Hematologic Malignancy: LymphoidParticipants55
Hematologic Malignancy: MyeloidParticipants11
Cancer Status: ActiveParticipants69
Cancer Status: ProgressiveParticipants3
Cancer Status: RecurrentParticipants3
Cancer Status: RelapseParticipants7
Cancer Status: RemissionParticipants24
On Treatment at the Time of Booster: YesParticipants80
On Treatment at the Time of Booster: NoParticipants26
Median Titer after Primary Vaccination SeriesAU/mL212.1 (50 to 2873)
Positive Anti-spike IgG Titers among Patients with evaluable T-cell ResultsParticipants65
Patients with evaluable positive T-cell immune responses who were seronegative for Anti-S antibodyParticipants21
Percentage of Patients Seropositive/Seronegative at Baseline (before 1st booster dose): Seropositive PatientsParticipants68
Percentage of Patients Seropositive/Seronegative at Baseline (before 1st booster dose): Seronegative PatientsParticipants35

6. Primary Endpoint

The registry lists the primary outcome as Rate of Seroconversion for SARS-CoV-2 Spike Antibody Among Patients Who Were Seronegative After Primary Series of COVID-19 Vaccinations, measured over 4 weeks after administration of 1st booster dose.

ElementRegistry entry
Result typeCount Of Participants
Measure of spreadnot applicable
UnitParticipants
Endpoint classificationBinary Endpoint

The primary endpoint is the rate of seroconversion for SARS-CoV-2 Spike antibody among patients who were seronegative after their primary series of COVID-19 vaccinations. The registry defines the outcome as a percentage of patients demonstrating booster-induced seroconversion, assessed by anti-Spike antibody testing. Its timeframe is four weeks after administration of the first booster dose.

The registry states that 35 of 106 patients were seronegative after their initial 2 dose vaccination series. Of these, 57% (20/35) had seroconverted and had a detectable antibody response at the four-week assessment. The numerator represents participants with the reported response; the denominator is the seronegative subgroup identified after the primary series.

In general, a seroconversion endpoint provides a way to summarize whether a laboratory marker changes from an undetectable or negative state to a detectable or positive state. It is a measurable antibody outcome, rather than a direct measure of symptoms, hospitalization, or other clinical outcomes. Detectable antibody status alone does not establish the degree or duration of protection from infection. The registry record does not report a confidence interval for the endpoint or further details about the antibody assay threshold.

7. Why No Re-analysis Is Shown

Reported as posted, not recalculated. Not a randomized comparison (allocation: NA); arms are not a like-for-like control comparison. A result is recalculated only when the posted data support a clean two-arm comparison, so no result is shown beyond what the sponsor posted.

8. Statistical Interpretation

Clinical Biostats interpretation

The principal posted result is that 57% (20/35) of the patients who were seronegative after their primary vaccination series had a detectable anti-Spike antibody response four weeks after the first booster dose. This is a proportion within a selected subgroup, not a result for all 106 enrolled patients. The reported denominator is important: it identifies participants who were seronegative after the initial 2 dose series, and the registry describes the endpoint at a specific follow-up time.

The result is descriptive. Because the trial had a single group and no randomized allocation, it does not provide a direct estimate of the difference between receiving a booster and not receiving one. The observed antibody response followed booster administration, but the design cannot separate the effect of the booster from other factors that may influence antibody measurements or follow-up. No causal comparison should be inferred from the reported proportion.

The precision of the estimate is also not fully characterized in the registry results. A confidence interval would describe the range of values compatible with the observed data under a specified statistical model, while accounting for sampling variability. No confidence interval or inferential test for this primary result is reported in the registry record. The result therefore communicates the observed proportion but does not show its uncertainty in interval form.

Several other outcomes are listed, including anti-Spike antibody titers, changes in titer across malignancy categories, neutralizing antibodies, and T-cell response. The record lists 38 outcome measures, but it contains 0 analysis records. The primary narrative result should therefore not be taken as evidence that all listed outcomes were measured, analyzed, or found to change. The results for those other outcomes are not reported in the registry record.

The registry also lists safety counts for the booster-dose group: 1 serious adverse event among 106 at risk, 63 other adverse events among 106 at risk, and 0 deaths. These counts describe events recorded in the study; they do not establish whether an event was caused by vaccination. The serious-event terminology includes Fever at 0.9%, but further event-level context is not reported in the registry record.

In general, interpreting a trial requires considering its design, outcome definitions, follow-up, and uncertainty together. Here, the reported antibody proportion is useful as a description of the measured response in the seronegative subgroup at the stated assessment, while the absence of a comparison group and reported uncertainty limits broader conclusions.

9. Statistical Methods Explained

The primary outcome is a binary participant-level measure: a participant either demonstrated the reported anti-Spike antibody response or did not. For a binary endpoint, the basic descriptive statistic is the proportion of participants with the event divided by the number assessed. The registry reports 20 participants with seroconversion among 35 who were seronegative after their primary vaccination series, expressed as 57% (20/35).

What does the proportion describe?

The proportion describes the observed frequency of seroconversion in the subgroup that met the endpoint’s starting condition: seronegativity after the primary series. It is not the proportion of the full enrollment of 106, and it is not a comparison of the post-booster result with a control group. The endpoint’s definition links the measured result to anti-Spike antibody testing, and the stated assessment time is four weeks after the first booster dose. A different assessment time or assay definition could yield a different measured proportion; further assay details are not reported in the registry record.

How should uncertainty be understood?

In general, an estimate from a sample is subject to sampling variability. A confidence interval communicates this uncertainty by giving a range of values compatible with the observed data under a chosen method and assumptions. It is not a guarantee that the true value lies in that range, nor does it address every source of bias. The registry record does not report a confidence interval for the primary endpoint, so the posted proportion is not accompanied by an interval estimate of precision.

For binary outcomes, statistical methods commonly use a binomial model, which treats each participant’s outcome as an event or no event. The appropriateness of a particular interval or test depends on the analysis plan and data structure. The registry record does not report the method used for an inferential analysis of this endpoint, and it lists 0 analysis records. No inferential method should therefore be attributed to the study on the basis of the posted primary result alone.

What can a single-group result establish?

In general, a single-group design can estimate an outcome frequency among participants who receive an intervention, subject to how the participants are selected, assessed, and followed. It does not directly estimate a treatment contrast because there is no concurrent comparison group. Randomization, when used, helps make treatment groups comparable with respect to measured and unmeasured characteristics on average; that feature is absent from the design described in the registry. Consequently, the reported seroconversion proportion is an observed outcome after boosting, not an estimate of the difference attributable to boosting.

Other possible influences on an antibody result include participant characteristics, timing of measurement, and laboratory measurement processes. These are general considerations, not claims that a specific source of bias occurred in this study. The registry record does not report enough detail to assess those influences or to determine how the analysis handled any variation in measurement or follow-up.

How does sample-size planning relate to the result?

In general, sample-size planning specifies assumptions about the effect to detect, significance level, allocation, and statistical method before data collection. The registry record does not report the trial’s own sample-size justification. A separate planning illustration is described as using a two-sided significance level of 0.05, equal allocation between two arms, and a normal approximation, with the target effect expressed as a fraction of the observed effect. Those assumptions do not describe this single-group trial’s design. Any resulting sample sizes are planning illustrations, not observed participant counts or evidence of observed power. The registry does not report an interim-analysis plan.

Over-dispersion is relevant in statistical models when observed variability exceeds what a chosen model expects; accounting for it can affect standard errors and interval estimates. This is a general concept and does not establish that over-dispersion applies to a binary participant-level endpoint in this study. No such analysis is described in the registry record.

Overall, the available methods information supports a straightforward reading of the posted primary proportion, but not a reconstruction of a full prespecified statistical analysis. Details about interval estimation, hypothesis testing, missing observations, analysis populations, and any adjusted analyses are not reported in the registry record.

10. Exact Estimates for Each Arm

No two-arm comparison is shown for this trial, but each arm's result can still be summarized with exact interval estimates computed from the posted counts. The Clopper-Pearson interval is exact and conservative; the Wilson interval is a common closer-to-nominal alternative; the Bayesian credible interval uses a uniform Beta(1, 1) prior. For small groups the three can differ noticeably.

ArmParticipantsEventsObserved %Clopper-Pearson 95% CIWilson 95% CIBayesian 95% credible interval
1st Booster Dose352057.1%39.4% to 73.7%40.9% to 72.0%40.8% to 72.1%

R code and output

arm    <- c("1st Booster Dose")
n      <- c(35)
events <- c(20)
for (i in seq_along(n)) {
  ci <- binom.test(events[i], n[i])$conf.int          # Clopper-Pearson exact interval
  cr <- qbeta(c(0.025, 0.975), 1 + events[i], 1 + n[i] - events[i])   # Bayesian, uniform Beta(1,1) prior
  wi <- (function(x, n) { p <- x / n; z <- qnorm(0.975); d <- 1 + z^2 / n
    c((p + z^2 / (2 * n) - z * sqrt(p * (1 - p) / n + z^2 / (4 * n^2))) / d, (p + z^2 / (2 * n) + z * sqrt(p * (1 - p) / n + z^2 / (4 * n^2))) / d) })(events[i], n[i])
  cat(sprintf("ARM|%s|%d|%d|%.1f|%.1f|%.1f|%.1f|%.1f|%.1f|%.1f\n", arm[i], n[i], events[i], 100 * events[i] / n[i],
              100 * ci[1], 100 * ci[2], 100 * wi[1], 100 * wi[2], 100 * cr[1], 100 * cr[2]))
}
ARM  1st Booster Dose  35  20  57.1  39.4  73.7  40.9  72.0  40.8  72.1

11. Multiplicity, Missing Data and Analysis Populations

The registry lists multiple secondary outcomes, including positive anti-Spike IgG titer, spike antibody titer, changes in titers for hematologic and solid tumor malignancies, seropositive or seronegative status after the first booster, neutralizing antibodies among seropositive patients, and T-cell response among patients with a negative anti-S antibody. It also lists 38 outcome measures in total. Considering multiple outcomes can increase the chance of apparently notable findings arising by chance when many statistical tests are conducted.

In general, a trial may address multiplicity by identifying a primary outcome, specifying a testing hierarchy, adjusting significance thresholds, or emphasizing estimation over multiple significance tests. The registry record does not report a multiplicity strategy, a hierarchy among the secondary outcomes, or an adjustment method. It contains 0 analysis records, so no multiplicity-adjusted or unadjusted analyses of the listed outcomes can be identified from the record.

The registry reports the primary result as 57% (20/35), but does not report a confidence interval or an inferential test. It does not report results for the listed secondary outcomes. Their absence from the posted results should not be interpreted as evidence that no such measurements were collected or that their results were null.

Missing-data handling and analysis populations are also not reported in the registry record. The primary denominator is 35 seronegative patients, but the record does not explain whether every eligible participant completed the four-week assessment, how missing antibody measurements were handled, or whether any participants were excluded from the primary analysis. These omissions limit assessment of potential bias from incomplete follow-up. The registry does not describe imputation, sensitivity analyses, or a per-protocol or intention-to-treat analysis population.

12. Safety Results

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

ArmParticipants with serious adverse eventsParticipants at riskPercentage
Booster Dose11060.9%

Deaths

ArmDeaths (participants affected of at risk)
Booster Dose0 of 106

Other (non-serious) adverse events

Participants with at least one non-serious event at or above the registry's 0% reporting threshold.

ArmParticipants affected of at risk
Booster Dose63 of 106

Most frequent serious adverse event terms

Event termOrgan systemBooster Dose
FeverGeneral disorders1 of 106

Most frequent non-serious adverse event terms

Event termOrgan systemBooster Dose
Vaccination ComplicationInjury, poisoning and procedural complications55 of 106
FeverGeneral disorders14 of 106
FatigueGeneral disorders9 of 106
HeadacheNervous system disorders6 of 106
CoughRespiratory, thoracic and mediastinal disorders6 of 106
Injection Site ReactionGeneral disorders5 of 106
ChillsGeneral disorders4 of 106
Vaccination Site LymphadenopathyGeneral disorders3 of 106
DizzinessNervous system disorders3 of 106
NauseaGastrointestinal disorders2 of 106

Serious events with the highest arm-level rate: fever (0.9%).

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.

For the booster-dose group, the registry lists 106 participants at risk for serious adverse events and 1 affected, 106 at risk for other adverse events and 63 affected, and 0 deaths. These are safety counts in the registry; the record does not provide a comparison group that would support a comparative estimate of event risk.

The listed serious-event term is Fever at 0.9%. The registry does not report further context for that term in the registry record, such as the event’s timing, duration, clinical course, or whether it was judged related to vaccination. The term and percentage should not be interpreted as establishing causation. The other-adverse-event count is not a measure of severity, and the registry record does not provide a detailed account of the individual events in that category.

In general, adverse-event counts describe events observed and recorded during a study; they do not by themselves show whether an intervention caused those events. Judging comparative safety typically requires contextual information about event definitions, follow-up, background rates, and a suitable comparison. Those details are not reported in the registry record, so the counts should be read as descriptive safety information rather than as a causal or comparative assessment.

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

The result establishes what the registry reports for the primary endpoint: four weeks after the first booster dose, 57% (20/35) of the patients who had been seronegative after the primary series had a detectable anti-Spike antibody response. It provides a measured antibody outcome for this subgroup at the specified time point. The result does not describe the response among every enrolled participant, because the primary endpoint focuses on the subgroup of 35 seronegative patients.

The result does not establish how much the booster changed the probability of seroconversion compared with no booster or another intervention. The study was single-group, with no randomized allocation or comparator. It also does not establish the duration of antibody response, clinical protection, or changes in infection or disease outcomes. Antibody detection is a laboratory endpoint, and the registry’s primary result does not itself answer those broader questions.

Precision is not fully conveyed by the posted result because the registry record does not report a confidence interval or inferential test. The observed proportion should therefore be read as a point estimate from the assessed subgroup, not as a precisely bounded value or a guarantee about outcomes for other patients.

The study also lists outcomes involving antibody titers, neutralizing antibodies, and T-cell response, but results for these outcomes are not reported in the registry record. The safety counts are descriptive and do not establish causal relationships. Taken together, the record supports a narrow interpretation of the primary antibody finding and leaves important questions about comparison, durability, clinical outcomes, uncertainty, and other listed outcomes unresolved.

14. Why This Trial Matters Statistically

This trial illustrates how the endpoint and design determine the scope of a statistical conclusion. The primary result is an antibody response proportion in a defined subgroup: patients with cancer who were seronegative after their primary vaccination series. Keeping the denominator and assessment time visible is essential to avoid generalizing the finding to all enrolled patients or to a different time point.

The single-group structure makes a useful distinction between describing an observed response and estimating a treatment effect. A proportion after an intervention can be informative about outcomes in the treated group, but without a concurrent comparison it cannot show how outcomes would have differed under another condition. This distinction is central to interpreting many clinical studies, particularly when a laboratory marker is the primary endpoint.

The record also highlights why uncertainty and analysis details matter. The primary result is reported without a confidence interval or inferential test, and the registry lists multiple other outcome measures without analysis records. A clear account of analysis populations, missing data, and multiplicity would help readers understand how stable and selective the reported findings are. Those details are not reported in the registry record.

Finally, safety counts need the same careful framing as efficacy-related measurements. Counts can describe what was recorded, but a single-group study does not provide a direct comparative safety estimate. Reading the antibody result and adverse-event counts as descriptive evidence, while recognizing what they cannot establish, keeps the statistical interpretation aligned with the design.

15. Limitations

The principal limitation for interpretation is the absence of a comparator. The study’s single-group design cannot distinguish the observed antibody response following the booster from what might have occurred without the booster or with another intervention. No randomized allocation or masking is reported.

The primary endpoint concerns antibody detectability four weeks after the first booster dose. The registry record does not report later antibody measurements for this endpoint, so it does not establish how long the response persisted. It also does not report clinical outcomes such as infection or disease severity as the primary measure. A detectable antibody response should not be treated as equivalent to a demonstrated clinical benefit.

The estimate is reported as 57% (20/35), with no confidence interval or inferential test in the registry record. This limits the information available about statistical precision. The record does not explain missing-data handling, participant flow through the four-week assessment, or the analysis population beyond identifying the seronegative subgroup.

Further limitations include the absence of a reported sample-size justification, interim-analysis plan, and full statistical analysis plan. The registry lists 38 outcome measures and multiple secondary outcomes, but does not report their results or a multiplicity approach. Details about assay thresholds and other measurement procedures are also not reported in the registry record. The study status is terminated, but the reason is not reported; no conclusion about the circumstances of termination can be drawn from that status alone.

16. Related Tutorials

17. Related Statistical Calculators

18. Sources

Continue through the Clinical Biostats statistical pathway

Use this trial's endpoint as a starting point for deeper study of effect measures, confidence intervals, and sample-size planning.

19. Record Summary

This phase 2 study, sponsored by Montefiore Medical Center, evaluated a BNT162b2 booster in patients with cancer. The registry lists an enrollment of 106, a single-group design, no masking, and terminated status. The reason for termination is not reported in the registry record.

The primary endpoint was seroconversion four weeks after the first booster among patients who were seronegative after their primary series. The registry reports that 35 of 106 patients were seronegative after their initial 2 dose series, and 57% (20/35) had a detectable anti-Spike antibody response at four weeks.

The registry lists secondary antibody and T-cell outcomes, 38 outcome measures, and 0 analysis records. It does not report confidence intervals, a statistical analysis plan, missing-data procedures, or a multiplicity strategy. Safety listings include 1 serious adverse event, 63 other adverse events, and 0 deaths among 106 at risk for each category. These results are descriptive; the single-group design does not provide a randomized comparison.

Clinical Biostats