Evidence map›Paper›PMID 41959908›Full record

ArticleFrontiers in oncology2026

Safety recommendations for ALK tyrosine kinase inhibitors in non-small cell lung cancer: evidence from FAERS and CVARDD real-world databases.

Yuanyuan Zhang, Tuanzhuang Zhang, Yuping Yang, Wenhui Zhang, Qiangping Ma, Juan Li, Jintian Li, Xuan Yang, Jirong Gong, Xinyi Wang and 1 more

Abstract read
In one paragraph

Article in Frontiers in oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Yuanyuan Zhang *Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Tuanzhuang Zhang *Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Yuping YangClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Wenhui ZhangClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Qiangping MaClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Juan LiClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Jintian LiClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Xuan YangClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Jirong GongClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Xinyi WangClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.
Jianqing LiangClinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Non-small cell lung cancer (NSCLC) remains one of the leading causes of cancer mortality worldwide. The development of anaplastic lymphoma kinase tyrosine kinase inhibitors (ALK-TKIs) has significantly improved survival among patients with ALK-positive NSCLC. However, prolonged treatment and wider clinical use have led to increasing reports of adverse events (AEs). Existing studies have primarily explored individual drugs, with limited comparative evidence across different ALK-TKIs regarding sex-specific safety differences and time-to-onset patterns. Methods: This real-world pharmacovigilance study analyzed data from the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS, Q1 2004-Q2 2025) and the Canadian Vigilance Adverse Reaction Database (CVARDD). Disproportionality analyses were performed using four algorithms-Reporting Odds Ratio (ROR), Proportional Reporting Ratio (PRR), Bayesian Confidence Propagation Neural Network (BCPNN), and Multi-Item Gamma Poisson Shrinker (MGPS)-to detect adverse event signals for crizotinib, alectinib, and brigatinib. Sex-stratified risk analyses, cross-database validation, and Weibull time-to-onset modeling were further conducted to assess robustness and temporal patterns of AE occurrence. Results: A total of 18-683 AE reports were identified (crizotinib = 9 030; alectinib = 8 486; brigatinib = 1 167). Distinct toxicity spectra were observed among the three ALK-TKIs. Brigatinib exhibited the strongest hepatotoxic and pulmonary signals, notably hepatic function abnormal (ROR = 13.95) and pleural effusion (ROR = 11.03), indicating a high risk of early liver and respiratory toxicity. Alectinib showed pronounced metabolic and edema-related AEs (oedema, ROR = 9.47; hepatic function abnormal, ROR = 9.21), suggesting a tendency toward fluid retention and hepatobiliary dysfunction. Crizotinib demonstrated a more balanced safety profile but still presented notable risks for pleural effusion (ROR = 8.88) and hepatic function abnormal (ROR = 7.92), both showing early-onset patterns (median TTO = 34.5 days and 14.5 days, respectively). Sex-stratified analyses revealed that males were more prone to renal, cardiac, and respiratory toxicities, whereas females were more likely to develop hepatic and hematologic events. Weibull modeling indicated an "early failure" pattern (β< 1) for all agents, meaning AEs predominantly occurred within the first 12 weeks of therapy. Cross-database validation confirmed consistent risk signal direction and strong reproducibility between FAERS and CVARDD datasets. Conclusions: All three ALK-TKIs demonstrate distinct, generation-dependent safety profiles characterized by early-onset hepatobiliary and pulmonary toxicities, with evident sex-specific differences in organ susceptibility. Intensive safety monitoring during the initial 12 weeks of therapy is essential for preventing severe outcomes.

Indexed as

ALK tyrosine kinase inhibitorshepatotoxicitynon–small cell lung cancerpharmacovigilancepleural effusionsex differences

Identifiers

PMID41959908
PMCPMC13056644

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.