Evidence map›Paper›PMID 40452781›Full record

ArticleAdvanced functional materials2025

Advanced hierarchical computational modeling-based rational development of platinum (II) nanocomplex to improve lung cancer therapy.

Haozhe Huang, Beihong Ji, Yixian Huang, Shichen Li, Zhangyi Luo, Shangyu Chen, Sihan Li, Yuang Chen, Daniel J Bain, Jingjing Sun and 4 more

Abstract read
In one paragraph

Article in Advanced functional materials, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Review
  5. Review
  6. Article
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  8. Review
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

14 authors.

Haozhe HuangCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Beihong JiDepartment of Pharmaceutical Sciences and Computational Chemical Genomics Screening Center, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Yixian HuangCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Shichen LiCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Zhangyi LuoCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Shangyu ChenCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Sihan LiCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Yuang ChenCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Daniel J BainDepartment of Geology and Environmental Science, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Jingjing SunCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Da YangCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
Timothy F BurnsDepartment of Pharmacology and Chemical Biology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Junmei WangDepartment of Pharmaceutical Sciences and Computational Chemical Genomics Screening Center, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15261, USA.
Song LiCenter for Pharmacogenetics, Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.

Funding

Immunostimulatory Nanocarrier for Breast Cancer ImmunochemotherapyR01CA219399 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI LI, SONG · 2017 to 2021
$2.3M
Nanoparticles-mediated combination therapy for breast cancerR01CA278608 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Song Li · 2023 to 2026
$2.0M
Combination Therapy for Pancreatic CancerR01CA270623 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Song Li · 2023 to 2026
$1.9M
Nanotherapeutics for Synergistic Targeting of Myc in Prostate CancerR01CA223788 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI LI, SONG · 2018 to 2022
$1.8M
New Generation of General AMBER Force Field for Biomedical ResearchR01GM147673 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI WANG, JUNMEI, YANG, WEI · 2022 to 2025
$1.5M
AI-Powered Biased Ligand DesignR01GM149705 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Junmei Wang · 2023 to 2026
$1.3M
Olympus FV3000 Confocal MicroscopeS10OD030254 · OD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI GIBBS, ROBERT B · 2022 to 2022
$482k
NCI NIH HHS R01 CA219399NCI NIH HHS R01 CA223788NCI NIH HHS R01 CA270623NCI NIH HHS R01 CA278608NIGMS NIH HHS R01 GM147673NIGMS NIH HHS R01 GM149705NIH HHS S10 OD030254
6 · The paper itself

Abstract

Cancer stem cells (CSCs), harboring stem cell-like properties involving self-renewal and aberrant differentiation potential, have been known to be one of the determining factors that contribute to therapeutic resistance and tumor recurrence. However, much remains to be understood about the reprogramming network leading to the generation of CSCs driven by chemotherapy. In this study, guided by bioinformatics study, we uncover and provide deeper insight into the CSC enrichment mechanism driven by cisplatin (CDDP) treatment. We discover that CDDP can repopulate the level of CSC by activating AKT1 oncogenic pathway that is further enhanced by COX-2 inflammatory signaling. Simultaneously blocking these two pathways can synergistically restrain the number of CSCs. Under the guidance of a series of advanced hierarchical computational modeling, including molecular docking, molecular dynamics (MD) simulation and binding free energy analysis, MK-2206 is selected as the AKT1 inhibitor to achieve optimal codelivery of CDDP, MK-2206 and 5-ASA (COX-2 inhibitor) through the use of 5-ASA-derivatized dual functional immunostimulatory nanocarrier (PASA). This triple combination (PASA/CDDP/MK-2206) significantly reduces tumor burden in both orthotopic and metastatic lung cancer models. Mechanistic studies show that this improved therapeutic activity is due to elimination of CSCs and reversal of the immunosuppressive tumor microenvironment. Our study suggests that PASA/CDDP/MK-2206 may represent a simple and effective lung cancer therapy via reversing CSCs-associated chemoresistance.

Identifiers

PMID40452781
PMCPMC12124824

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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.