Evidence map›Paper›PMID 40088978›Full record

ArticleJournal of controlled release : official journal of the Controlled Release Society2025

Blood-brain barrier crossing biopolymer targeting c-Myc and anti-PD-1 activate primary brain lymphoma immunity: Artificial intelligence analysis.

Vladimir A Ljubimov, Tao Sun, Jiawei Wang, Lian Li, Paul Z Wang, Alexander V Ljubimov, Eggehard Holler, Keith L Black, Jindřich Kopeček, Julia Y Ljubimova and 1 more

Abstract read
In one paragraph

Article in Journal of controlled release : official journal of the Controlled Release Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. 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

11 authors.

Vladimir A LjubimovDepartment of Neurosurgery, Cedars-Sinai Medical Center, 8700 Beverly Blvd., AHSP, Los Angeles, CA 90048, United States.
Tao SunDepartment of Neurosurgery, Cedars-Sinai Medical Center, 8700 Beverly Blvd., AHSP, Los Angeles, CA 90048, United States.
Jiawei WangDepartment of Molecular Pharmaceutics/CCCD, University of Utah, 20 S 2030 E, Salt Lake City, UT 84112, United States.
Lian LiDepartment of Molecular Pharmaceutics/CCCD, University of Utah, 20 S 2030 E, Salt Lake City, UT 84112, United States.
Paul Z WangDepartment of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States.
Alexander V LjubimovDepartment of Neurosurgery, Cedars-Sinai Medical Center, 8700 Beverly Blvd., AHSP, Los Angeles, CA 90048, United States; Department of Biomedical Sciences, Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States; Samuel Oschin Comprehensive Cancer Center, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States.
Eggehard HollerTerasaki Institute for Biomedical Innovation, Los Angeles, CA 90064, United States; Institut für Biophysik und Physikalische Biochemie Universität Regensburg, D-93040 Regensburg, Germany.
Keith L BlackDepartment of Neurosurgery, Cedars-Sinai Medical Center, 8700 Beverly Blvd., AHSP, Los Angeles, CA 90048, United States; Department of Biomedical Sciences, Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States.
Jindřich KopečekDepartment of Molecular Pharmaceutics/CCCD, University of Utah, 20 S 2030 E, Salt Lake City, UT 84112, United States; Department of Biomedical Engineering, University of Utah, Salt Lake City, UT 84112, United States.
Julia Y LjubimovaTerasaki Institute for Biomedical Innovation, Los Angeles, CA 90064, United States. Electronic address: Ljubimova1@gmail.com.
Jiyuan YangDepartment of Molecular Pharmaceutics/CCCD, University of Utah, 20 S 2030 E, Salt Lake City, UT 84112, United States. Electronic address: jiyuan.yang@utah.edu.

Funding

Nanoconjugate delivery of proliferation and checkpoint inhibitors to treat glial tumorsR01CA206220 · NCI · CEDARS-SINAI MEDICAL CENTER · PI LJUBIMOVA, JULIA Y · 2016 to 2020
$2.8M
Novel Nanopolymers to Inhibit Angiogenesis and Increase the Anti-tumor ImmunityR01CA136841 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI LJUBIMOVA, JULIA Y, PENICHET, MANUEL L · 2010 to 2014
$2.7M
Glial tumor image-guided surgery and treatmentR01CA209921 · NCI · TERASAKI INSTITUTE FOR BIOMEDICAL INNOVATION · PI HOLLER, EGGEHARD · 2016 to 2021
$2.6M
Differential MRI imaging for brain tumor metastases diagnosis and treatment monitoringR01CA188743 · NCI · CEDARS-SINAI MEDICAL CENTER · PI LJUBIMOVA, JULIA Y · 2015 to 2019
$2.5M
Drug-Free Macromolecular TherapeuticsR01GM095606 · NIGMS · UNIVERSITY OF UTAH · PI KOPECEK, JINDRICH H. · 2011 to 2018
$2.3M
Targeting tumor microenvironment by nanoimmunodrugs for glioma treatmentR01CA284247 · NCI · CEDARS-SINAI MEDICAL CENTER · PI Alexander V Ljubimov · 2023 to 2026
$2.2M
Drug-Free Macromolecular TherapeuticsR01CA246716 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI JINDRICH H. KOPECEK, JIYUAN YANG · 2020 to 2026
$2.1M
Tumor drug delivery systems based on polymalic acidR01CA123495 · NCI · CEDARS-SINAI MEDICAL CENTER · PI LJUBIMOVA, JULIA Y · 2006 to 2010
$1.4M
Nano immunoconjugates to treat primary and metastatic HER2 positive breast cancerR01CA230858 · NCI · CEDARS-SINAI MEDICAL CENTER · PI HOLLER, EGGEHARD, LJUBIMOVA, JULIA Y · 2019 to 2020
$1.3M
NCI NIH HHS R01 CA123495NCI NIH HHS R01 CA136841NCI NIH HHS R01 CA188743NCI NIH HHS R01 CA206220NCI NIH HHS R01 CA209921NCI NIH HHS R01 CA230858NCI NIH HHS R01 CA246716NCI NIH HHS R01 CA284247NIGMS NIH HHS R01 GM095606
6 · The paper itself

Abstract

Primary Central Nervous System Lymphoma is an aggressive central nervous system neoplasm with poor response to pharmacological treatment, partially due to insufficient drug delivery across blood-brain barrier. In this study, we developed a novel therapy for this lymphoma by combining a targeted nanopolymer treatment with an immune checkpoint inhibitor antibody (anti-PD-1). A N-(2-hydroxypropyl)methacrylamide copolymer-based nanoconjugate was designed to block tumor cell c-Myc oncogene expression by antisense oligonucleotide. Angiopep-2 peptide was conjugated to the copolymer to facilitate nanodrug crossing of the blood-brain barrier. Systemically administered polymeric nanodrug, alone or in combination with immune checkpoint inhibitor antibody anti-PD-1, was tested in syngeneic mouse model of A20 intracranial brain lymphoma. There was no significant survival difference between saline- and free anti-PD-1-treated groups. However, significant survival advantage vs. saline was observed upon treatment with nanodrug bearing Angiopep-2, H6 (6 histidines for endosome escape), and c-Myc antisense alone and especially when it was combined with anti-PD-1 antibody. Animal survival after combined treatment was also significantly increased vs. free anti-PD-1. Artificial Intelligence-assisted analysis of gene expression database after RNA-seq of tumors was used to find novel immune pathways, molecular targets and the most effective multifunctional drugs together with future drug prediction for brain lymphoma in vivo model. Spectral flow cytometry and RNA-seq analysis revealed a robust activation of tumor infiltrating T lymphocytes with enhanced interferon γ signaling and polarization to M1-type macrophages in treated tumors, which was confirmed by immunofluorescence staining. In summary, a new effective blood-brain barrier crossing nano immuno therapeutic system was developed that effectively blocked tumor c-Myc acting in combination with immune checkpoint inhibitor anti-PD-1 to treat primary brain lymphoma. The treatment improved survival of tumor-bearing animals through activation of both the adaptive and innate immune responses.

Indexed as

Blood-Brain BarrierBrain NeoplasmsImmune Checkpoint InhibitorsLymphomaProgrammed Cell Death 1 ReceptorProto-Oncogene Proteins c-mycAcrylamidesAnimalsArtificial IntelligenceCell Line, TumorFemaleHumansMiceMice, Inbred C57BLNanoconjugatesOligonucleotides, AntisenseAcrylamidesAngiopep-2Immune Checkpoint InhibitorsN-(2-hydroxypropyl)methacrylamideNanoconjugatesOligonucleotides, AntisensePeptidesProgrammed Cell Death 1 ReceptorProto-Oncogene Proteins c-mycAngiopep-2Artificial Intelligence (AI)Brain lymphomaCheckpoint inhibitorC-MycHPMA copolymerInterferon γPCNSLPD-1

Identifiers

PMID40088978
PMCPMC12148312

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.