Evidence map›Paper›PMID 40848084›Full record

ArticleHuman cell2025

Simulating tumor complexity: 3D pancreatic tumor spheroid model for improved drug screening.

Bano Subia, Ankit Patel, Simran Nathwani, Krishnarup Ghoshdastidar, Mukul Jain, Kasinath Viswanathan

Abstract read
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In one paragraph

Article in Human cell, 2025. 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

6 authors.

Bano SubiaZydus Research Centre, Zydus Life Sciences, Ahmedabad, Gujarat, 382210, India. subia.m.bano@zyduslife.com.ORCID http://orcid.org/0009-0001-6997-7528
Ankit PatelZydus Research Centre, Zydus Life Sciences, Ahmedabad, Gujarat, 382210, India.
Simran NathwaniZydus Research Centre, Zydus Life Sciences, Ahmedabad, Gujarat, 382210, India.
Krishnarup GhoshdastidarZydus Research Centre, Zydus Life Sciences, Ahmedabad, Gujarat, 382210, India.
Mukul JainZydus Research Centre, Zydus Life Sciences, Ahmedabad, Gujarat, 382210, India.
Kasinath ViswanathanZydus Research Centre, Zydus Life Sciences, Ahmedabad, Gujarat, 382210, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Most drug discovery studies use 2D cell cultures and animal models for screening new chemical entities (NCEs), which often leads to suboptimal results due to genetic variations, species differences, or lack of most physiological preclinical models. This is one of the most important reasons behind high rate of failure of drug candidate in the clinic, especially in oncology drug development projects. To address this issue, we developed a 3D pancreatic tumor spheroid model that better mimics the parental tumor architecture. We observed similar drug effects on cellular viability in both 2D cultures and 3D spheroids. However, cellular viability alone is insufficient to predict the translation of efficacy into clinical studies. A 3D multicellular tumor model is essential to comprehensively evaluate drug effects on the tumor microenvironment (TME), angiogenesis, and tumor biomarkers. Our model includes 3D monocellular and multicellular spheroids, which demonstrated a more relevant platform for potency evaluation. We used pancreatic ductal adenocarcinoma cells PANC-1 and PANC04.03 to conduct a comprehensive drug screening and assessed spheroid shrinkage and pre-vascularization. We also evaluated RT-qPCR analysis for gene expression of CSC markers (CD44, SOX2, KRT18), EMT markers (αSMA, vimentin) and the apoptotic marker (Annexin A1) under various conditions. Our findings highlighted the significant differences between 2D and 3D cultures, underscoring the importance of 3D multicellular models for predicting therapeutic markers and enabling comprehensive drug evaluation. In this study, MRTX1133 (a Phase I candidate of KRAS-G12D inhibitor) was used for testing our hypothesis. Treating the spheroids with MRTX1133 revealed enhanced drug response profiles compared to 2D cultures. This study underscores the critical importance of 3D multicellular model in preclinical drug screening and their potential to bridge the gap between in vitro studies and clinical outcomes.

Indexed as

Antineoplastic AgentsCarcinoma, Pancreatic DuctalPancreatic NeoplasmsSpheroids, CellularApoptosisBiomarkers, TumorCell Culture TechniquesCell Line, TumorCell SurvivalDrug Evaluation, PreclinicalDrug Screening Assays, AntitumorEpithelial-Mesenchymal TransitionHumansTumor Cells, CulturedTumor MicroenvironmentAntineoplastic AgentsBiomarkers, Tumor3D cultureDrug discoveryPancreatic cancerPreclinical drug screeningTME

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Registered trials

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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.