ReviewJournal of hematology & oncology2019
Emerging insights of tumor heterogeneity and drug resistance mechanisms in lung cancer targeted therapy.
Review in Journal of hematology & oncology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06413212 (Exploratory Study of Precise Therapy for Advanced Tumor Patients With Malignant Hydrothorax or Ascites by Using PTC Drug Sensitivity Testing), which is not on this map. Cited by 372 papers, 1 of them a synthesis that pooled 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.
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.
Exploratory Study of Precise Therapy for Advanced Tumor Patients With Malignant Hydrothorax or Ascites by Using PTC Drug Sensitivity Testing
Who cites it
372 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Multilevel Mechanisms of Cancer Drug Resistance.International journal of molecular sciences · 2024Pooled it
- ctDNA and tumor-based biomarkers of giredestrant response in acelERA breast cancer.Nature communications · 2026Trial
- Triple-Targeted Therapy With Encorafenib, Binimetinib, and Osimertinib inJTO clinical and research reports · 2026Article
- Biomimetic Nanocarriers for Glioblastoma Therapy: Translational Advances and Strategic Challenges.Cancers · 2026Review
- HIF1AJournal for immunotherapy of cancer · 2026Article
- HSPE1 promotes immune evasion in lung adenocarcinoma by mediating mitochondrial oxidative stress via histone lactylation-mediated SDHA transcriptional activation.Translational oncology · 2026Article
- The Role of Alternative Splicing in Lung Cancer: Mechanisms, Regulators, and Therapeutic Implications.International journal of molecular sciences · 2026Review
- Single-cell and bulk transcriptomic profiling of metabolism-related lncRNAs reveals tumor heterogeneity and prognostic markers in non-small cell lung cancer.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Radiomics-Based Prediction of Treatment Response in Non-Small Cell Lung Cancer Using Pre-Treatment CT Imaging Features.Diagnostics (Basel, Switzerland) · 2026Article
- Green nanomedicine for cancer therapy.Chinese medical journal · 2026Review
- Machine learning-driven development of a novel unfolded protein response-related gene signature for predicting lung adenocarcinoma patient prognosis.BMC cancer · 2026Article
- Liposomal drug delivery for lung cancer therapy: progress, challenges, and future perspectives.Molecular cancer · 2026Review
- Discovery of novel tumor-targeting peptide-oncolytic peptide based conjugates (PPCs): A new paradigm for targeted oncolytic-immunotherapy.Acta pharmaceutica Sinica. B · 2026Article
- Recurrent lung cancer with multi-organ metastases showing remarkable regression after two weeks of targeted therapy: a case report.Journal of cardiothoracic surgery · 2026Article
- [Standardized Construction of Lung Cancer Organoids and Their Application Progress in the Precise Treatment of Lung Cancer].Zhongguo fei ai za zhi = Chinese journal of lung cancer · 2026Review
- Exploratory multiomics analysis identifies WDR17 as a potential biomarker of tyrosine kinase inhibitor resistance in lung adenocarcinoma.Discover oncology · 2026Article
- Oncogenic cell fate decision in breast epithelial cells I: growth factors and mechanisms.Research square · 2026Article
- Targeting tumor-associated G-protein coupled receptors: beyond single-axis inhibition toward multidimensional regulation.Cellular oncology (Dordrecht, Netherlands) · 2026Review
- Decoding drug-responsive cell subpopulations in triple-negative breast cancer using single-cell multiomics.iScience · 2026Article
- Lighting up PNETs: Creating Murine Models with a Novel Bioluminescent Cell Line.Annals of surgical oncology · 2026Article
312 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The biggest hurdle to targeted cancer therapy is the inevitable emergence of drug resistance. Tumor cells employ different mechanisms to resist the targeting agent. Most commonly in EGFR-mutant non-small cell lung cancer, secondary resistance mutations on the target kinase domain emerge to diminish the binding affinity of first- and second-generation inhibitors. Other alternative resistance mechanisms include activating complementary bypass pathways and phenotypic transformation. Sequential monotherapies promise to temporarily address the problem of acquired drug resistance, but evidently are limited by the tumor cells' ability to adapt and evolve new resistance mechanisms to persist in the drug environment. Recent studies have nominated a model of drug resistance and tumor progression under targeted therapy as a result of a small subpopulation of cells being able to endure the drug (minimal residual disease cells) and eventually develop further mutations that allow them to regrow and become the dominant population in the therapy-resistant tumor. This subpopulation of cells appears to have developed through a subclonal event, resulting in driver mutations different from the driver mutation that is tumor-initiating in the most common ancestor. As such, an understanding of intratumoral heterogeneity-the driving force behind minimal residual disease-is vital for the identification of resistance drivers that results from branching evolution. Currently available methods allow for a more comprehensive and holistic analysis of tumor heterogeneity in that issues associated with spatial and temporal heterogeneity can now be properly addressed. This review provides some background regarding intratumoral heterogeneity and how it leads to incomplete molecular response to targeted therapies, and proposes the use of single-cell methods, sequential liquid biopsy, and multiregion sequencing to discover the link between intratumoral heterogeneity and early adaptive drug resistance. In summary, minimal residual disease as a result of intratumoral heterogeneity is the earliest form of acquired drug resistance. Emerging technologies such as liquid biopsy and single-cell methods allow for studying targetable drivers of minimal residual disease and contribute to preemptive combinatorial targeting of both drivers of the tumor and its minimal residual disease cells.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.