ReviewInternational journal of molecular sciences2026
Breast Cancer Multicellular Spheroid Models-A Tool for Studying Cancer Biology; a Possible Platform for Drug Screening and Personalized Medicine.
Review in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is a growing pressure for further breast cancer treatment development to improve patient quality of life and clinical effectiveness while reducing drug resistance and side effects. Clinical research, however, remains both expensive and time-consuming, highlighting the importance of advancing preclinical studies. The ability of a model to accurately replicate the biological environment is essential for generating reliable data. Although research on two-dimensional in vitro cell culture systems has been conducted for over a century, their limited complexity hinders further development of cancer treatments. Consequently, the response to tested medications is artificial, since some drugs appear to be effective only in the two-dimensional model and not in clinical settings. A multicellular spheroid (MCS) is a three-dimensional assembly of cancer cells, used in oncology to study cancer biology and drug sensitivity. MCSs serve as valuable in vitro models in preclinical drug development. They can also be used in a clinical setting as a personalized tool for drug susceptibility screening. The objective of this review is to highlight new possibilities for improved anticancer drug screening and the development of personalized treatment regimens with multicellular spheroids.
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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.