ReviewFrontiers in bioengineering and biotechnology2016
In Vitro Tumor Models: Advantages, Disadvantages, Variables, and Selecting the Right Platform.
Review in Frontiers in bioengineering and biotechnology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 384 papers, 2 of them syntheses 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
384 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Exploring the In Vitro Anticancer Potential of Indonesian Medicinal Plants and Natural Compounds for Breast Cancer Therapy.Asian Pacific journal of cancer prevention : APJCP · 2025Pooled it
- TRAF6 as a potential target in advanced breast cancer: a systematic review, meta-analysis, and bioinformatics validation.Scientific reports · 2023Pooled it
- Immune-stromal interactions at the crossroads of tissue injury, repair, and tumor progression.Med (New York, N.Y.) · 2026Review
- Enhanced antitumor efficacy of sulfasalazine and mesalazine in colorectal cancer through modulatory action of Lacticaseibacillus rhamnosus GG.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Next-generation models for lymphoid malignancies: the rise of 3D culture systems in translational hematology.British journal of cancer · 2026Review
- Tumor Microenvironment-on-a-Chip: Construction and Application in Traditional Chinese Medicine Anti-Tumor Therapy.Biosensors · 2026Review
- Study of Cytotoxicity of Pyrrolo[3,4-International journal of molecular sciences · 2026Article
- Evaluating "brain permeability": A critical issue for the development of therapeutic agents for primary and metastatic brain tumors.Neuro-oncology · 2026Review
- The evolution of in vitro culture systems for the study of hepatitis E virus infection.Virology · 2026Review
- Carcinogenicity prediction via multi-task learning of cross-organ representations with attention mechanisms.Briefings in bioinformatics · 2026Article
- From Luminal to Triple Negative: 3D Spheroids Reveal Molecular and Phenotypic Differences Across Breast Cancer Subtypes.International journal of molecular sciences · 2026Article
- Application of 3D Cell Culture Techniques in Nanotoxicology: How Far Are We?Stem cell reviews and reports · 2026Review
- Molecular and Phenotypic Characterization of Fluid-Derived Patient-Derived Cell and Organoid Models in Advanced Gastric Cancer.Journal of gastric cancer · 2026Article
- Integrated Experimental-Computational Framework for Drug Transport Quantification in 3DMicromachines · 2026Article
- Linoleic Acid Reduces Paclitaxel Chemosensitivity in Colorectal Cancer.Drug design, development and therapy · 2026Article
- An optimized protocol for metabolic measurement in 3D tumor spheroids derived from primary and established glioblastoma cells.PloS one · 2026Article
- The substance P/ Neurokinin-1 receptor signaling drives perineural invasion in pancreatic ductal adenocarcinoma (PDAC).Frontiers in cell and developmental biology · 2026Article
- Telomerase inhibitors - TMPyP4, BIBR 1532 and imetelstat - alter the adhesion potential of breast cancer MCF7 and MDA-MB-231 cells that leads to impaired ability to form spheroids.Cell adhesion & migration · 2025Article
- Perspectives on label-free microscopy of heterogeneous and dynamic biological systems.Journal of biomedical optics · 2025Article
- Cardamonin as a potential anticancer agent: Preclinical insights and clinical implications.World journal of clinical oncology · 2025Review
324 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
5 authors.
Funding
Abstract
In vitro tumor models have provided important tools for cancer research and serve as low-cost screening platforms for drug therapies; however, cancer recurrence remains largely unchecked due to metastasis, which is the cause of the majority of cancer-related deaths. The need for an improved understanding of the progression and treatment of cancer has pushed for increased accuracy and physiological relevance of in vitro tumor models. As a result, in vitro tumor models have concurrently increased in complexity and their output parameters further diversified, since these models have progressed beyond simple proliferation, invasion, and cytotoxicity screens and have begun recapitulating critical steps in the metastatic cascade, such as intravasation, extravasation, angiogenesis, matrix remodeling, and tumor cell dormancy. Advances in tumor cell biology, 3D cell culture, tissue engineering, biomaterials, microfabrication, and microfluidics have enabled rapid development of new in vitro tumor models that often incorporate multiple cell types, extracellular matrix materials, and spatial and temporal introduction of soluble factors. Other innovations include the incorporation of perfusable microvessels to simulate the tumor vasculature and model intravasation and extravasation. The drive toward precision medicine has increased interest in adapting in vitro tumor models for patient-specific therapies, clinical management, and assessment of metastatic potential. Here, we review the wide range of current in vitro tumor models and summarize their advantages, disadvantages, and suitability in modeling specific aspects of the metastatic cascade and drug treatment.
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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.