Evidence map›Paper›PMID 40313737›Full record

ArticleResearch square2025

Multifactorial stroma-mediated resistance is a major contributor to residual disease under targeted therapies in lung cancers.

Bina Desai, Tatiana Miti, Sandhya Prabhakaran, Daria Miroshnychenko, Menkara Henry, Viktoriya Marusyk, Pragya Kumar, Hilal Ozakinci, Chandler Gatenbee, Marilyn Bui and 7 more

Abstract readPreprint
In one paragraph

Article in Research square, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors.

Bina DesaiDepartment of Tumor Microenvironment and Metastasis, H Lee Moffitt Cancer Centre and Research Institute; Tampa, FL, USA.
Tatiana MitiDepartment of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.
Sandhya PrabhakaranDepartment of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.
Daria MiroshnychenkoDepartment of Tumor Microenvironment and Metastasis, H Lee Moffitt Cancer Centre and Research Institute; Tampa, FL, USA.
Menkara HenryDepartment of Tumor Microenvironment and Metastasis, H Lee Moffitt Cancer Centre and Research Institute; Tampa, FL, USA.
Viktoriya MarusykDepartment of Tumor Microenvironment and Metastasis, H Lee Moffitt Cancer Centre and Research Institute; Tampa, FL, USA.
Pragya KumarDepartment of Tumor Microenvironment and Metastasis, H Lee Moffitt Cancer Centre and Research Institute; Tampa, FL, USA.
Hilal OzakinciDepartment of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.
Chandler GatenbeeDepartment of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.ORCID 0000-0002-9730-5964
Marilyn BuiDepartment of Machine Learning, H. Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.ORCID 0000-0003-4963-2255
Theresa A BoyleDepartment of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.ORCID 0000-0001-5950-3970
Jacob ScottDepartment of Translational Hematology and Oncology Research, Cleveland Clinic; Cleveland, OH, USA.ORCID 0000-0003-2971-7673
Philipp M AltrockDepartment of Theoretical Biology, Max Planck Institute for Evolutionary Biology; Ploen, Germany.ORCID 0000-0001-7731-3345
Eric HauraDepartment of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.
Alexander R A AndersonDepartment of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.ORCID 0000-0002-2536-4383
David BasantaDepartment of Integrated Mathematical Oncology, H Lee Moffitt Cancer Center and Research Institute; Tampa, FL, USA.
Andriy MarusykDepartment of Tumor Microenvironment and Metastasis, H Lee Moffitt Cancer Centre and Research Institute; Tampa, FL, USA.ORCID 0000-0002-0087-9575

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI John L. Cleveland · 1998 to 2026
$93.5M
The Delta Ecology of NSCLC TreatmentU54CA274507 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI Joel Brown · 2023 to 2026
$9.4M
Extending experimental evolutionary game theory in cancer in vivo to enable clinical translation: integrating spatio-temporal dynamics using mathematical modelingU01CA280829 · NCI · CLEVELAND CLINIC LERNER COM-CWRU · PI Andriy Marusyk, Jacob Gardinier Scott · 2023 to 2026
$2.6M
NCI NIH HHS P30 CA076292NCI NIH HHS U01 CA280829NCI NIH HHS U54 CA274507
6 · The paper itself

Abstract

Despite inducing strong and durable clinical responses, targeted therapies do not eliminate advanced cancers, as a subset of tumor cells survives within residual tumors, eventually developing resistance. The ability of tumor cells to avoid therapeutic elimination can be mediated both by cell-intrinsic and microenvironmental mechanisms. Whilst the specific molecular mediators of cell-intrinsic and microenvironmental resistance are well understood, their relative contribution to

Identifiers

PMID40313737
PMCPMC12045365

What OpenQuestion holds

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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.