Abstract
This study assesses the reporting by journal publications and National Comprehensive Cancer Network (NCCN) guidelines of clinical uncertainties identified by the US Food and Drug Administration’s (FDA) Benefit-Risk Framework pertaining to cancer drugs approved in 2019-2022.
More than 75% of cancer drugs are approved by the US Food and Drug Administration (FDA) through expedited regulatory programs,1 the use of which often leaves clinical uncertainties that may arise from issues related to trial design, conduct, analysis, or reporting—such as unvalidated end points, limited long-term data, or approval based on a single trial—about drug efficacy and safety.2 Communicating these uncertainties is important, as clinicians may otherwise be unaware and overestimate a drug’s benefits and underestimate its risks.3
Although the FDA describes these uncertainties in detail in its benefit-risk assessments,2 these documents are not widely read by clinicians. Instead, clinicians often rely on journal publications and guidelines. It is unclear whether clinical trial uncertainties about newly approved cancer drugs are reported in these sources.
Methods
We used Drugs@FDA to identify cancer drugs approved by the FDA from 2019 to 2022. We searched FDA review documents for uncertainties identified by FDA reviewers related to the primary outcomes of pivotal trials (eAppendix and eTable in Supplement 1). We focused on uncertainties included in the FDA’s Benefit-Risk Framework, as these are considered by the FDA as important to its decisions.4
In April 2025, we searched for publications of trials cited in FDA reviews and identified National Comprehensive Cancer Network (NCCN) guidelines that referenced each drug’s approved indication. We also recorded the level of evidence for these recommendations. Our primary outcome was the proportion of uncertainties reported in publications and guidelines. We also assessed whether drugs with more uncertainties had lower evidence ratings and consensus recommendations in guidelines. We used descriptive statistics to summarize our findings. This study was exempt from ethics review as no data were collected from human participants. We followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guidelines.
Results
From 2019 to 2022, the FDA approved 52 cancer drugs based on evidence from 56 pivotal trials. By April 2025, 51 trials for 48 drugs had been both published in journals and referenced in NCCN guidelines.
Of these 48 cancer drugs, 38 (79.2%) had clinical trial uncertainties highlighted in the FDA’s Benefit-Risk Framework. FDA reviewers identified 94 uncertainties associated with these 38 drugs. Journal publications reported 22% (21/94) of the uncertainties identified by FDA reviewers and NCCN guidelines reported 23% (22/94) (Table). More than half of publications (20/38 [53%]) and 47% (18/38) of guidelines did not report any of the identified uncertainties.
Table. Reporting of Clinical Trial Uncertainties in Publications and NCCN Guidelines Identified by FDA Reviewers in Benefit-Risk Frameworks for Cancer Drugs Approved by the FDA From 2019 to 2022.
| No./total (%) reported | ||
|---|---|---|
| Clinical trial publications | NCCN guidelines | |
| Uncertainties identified in the FDA’s Benefit-Risk Framework | 21/94 (22) | 22/94 (23) |
| Uncertainty type | ||
| Long-term benefits and harms | 5/23 (22) | 7/23 (30) |
| Single-arm trial design | 4/22 (18) | 3/22 (14) |
| Benefit-risk balance | 4/16 (25) | 1/16 (6) |
| Generalizability | 1/8 (13) | 1/8 (13) |
| Selection of the reported result | 2/7 (29) | 5/7 (71) |
| Magnitude of therapeutic benefit | 1/5 (20) | 2/5 (40) |
| Data integrity | 0/3 | 2/3 (67) |
| Statistical analysis | 1/3 (33) | 1/3 (33) |
| Missing outcome data | 2/2 (100) | 0/2 |
| Unvalidated end point | 0/2 | 0/2 |
| Deviation from the intended intervention | 1/1 (100) | 0/1 |
| Randomization | 0/1 | 0/1 |
| Outcome measurement | 0/1 | 0/1 |
Abbreviations: FDA, US Food and Drug Administration; NCCN, National Comprehensive Cancer Network.
Thirty-seven percent (14/38) of cancer drugs were recommended in NCCN guidelines with category 1 high levels of evidence and 58% (22/38) with category 2A evidence; 5% (2/38) were not recommended. Drugs that were not recommended had the highest number of uncertainties (Figure).
Figure. Average Number of Clinical Trial Uncertainties Identified by FDA Reviewers in Benefit-Risk Frameworks for Cancer Drugs Approved by the FDA From 2019 to 2022, Stratified by NCCN Recommendation Level of Evidence.
FDA indicates US Food and Drug Administration and NCCN, National Comprehensive Cancer Network. For each cancer drug the NCCN recommends, it categorizes the strength of evidence and level of expert consensus: category 1 (high level of evidence with uniform consensus), category 2A (lower level of evidence with uniform consensus), category 2B (lower level of evidence with consensus), and category 3 (any level of evidence with major disagreement). The NCCN guidelines also indicate when a treatment is not recommended based on the available evidence.
Discussion
Among cancer drugs approved by the FDA from 2019 to 2022, nearly 80% had clinical trial uncertainties highlighted in the FDA’s Benefit-Risk Framework. However, journal publications and clinical guidelines infrequently reported the uncertainties identified by FDA reviewers. While some divergence is expected, the extent of this discrepancy suggests that clinicians may be unaware of important clinical trial limitations identified by the FDA when making prescribing decisions.
One reason for this discrepancy may be that research reporting guidelines do not consistently require disclosure of key clinical trial uncertainties. For example, CONSORT-Surrogate only recently began requiring authors to justify the use of surrogate end points and consider their limitations.5 Additionally, journal editors, peer reviewers, and guideline developers lack access to individual participant-level data available to FDA reviewers.
This study has limitations. First, some clinical trials were published before FDA approval and may not have reported uncertainties later identified by FDA reviewers. Second, NCCN guidelines may have incorporated more mature evidence published after approval that may have addressed some of the concerns raised in the initial FDA assessments, which has been found to take place in prior research.6
Nevertheless, to improve transparency and clinical decision-making, the FDA should make its benefit-risk assessments more accessible and user-friendly. Reporting guidelines should consistently require disclosure of key clinical trial uncertainties, and guideline developers should systematically incorporate FDA assessments into their recommendations.
eAppendix. Supplemental Methods
eTable. Examples of Uncertainties Identified by the FDA and Their Reporting in Journal Publications and NCCN Guidelines
eReferences
Data Sharing Statement
References
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
eAppendix. Supplemental Methods
eTable. Examples of Uncertainties Identified by the FDA and Their Reporting in Journal Publications and NCCN Guidelines
eReferences
Data Sharing Statement

