Evidence map›Paper›PMID 41700630›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

High-Throughput In Vivo Subcellular Analysis of Gold Nanoparticles for Tumor Mitochondrial Targeting.

Xingyue Huang, Xuehao Tian, Kuei Chen, Yang Wu, ChenCheng Xue, Yingjie Quek, Jessalyn Low, Arun Kumar, Andy Tay

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2026. 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

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

9 authors.

Xingyue HuangDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
Xuehao TianDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
Kuei ChenDepartment of Computer Science, National University of Singapore, Singapore, Singapore.
Yang WuDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
ChenCheng XueDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
Yingjie QuekDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
Jessalyn LowDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
Arun KumarDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.
Andy TayDepartment of Biomedical Engineering, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0003-3652-9515

Funding

Ministry of Education - Singapore T2EP30224-0021Ministry of Education Tier 1 DEGAP200Ministry of Education Tier 1 GAP2002023-03-14National Medical Research Council MOH-001746-00NUS Presidential Young Professorship
6 · The paper itself

Abstract

Mitochondrial targeting is a powerful strategy for cancer precision therapy. This study presents a subcellular DNA barcoding system for high-throughput in vivo screening of mitochondrial-targeting gold nanoparticles (NPs). After validating the robustness of the barcode system with six PEG/TPP‑modified NPs in vitro, the materials library expands to 30 NP species differing in shape, size, and ligand. Their biodistributions are systematically evaluated across subcutaneous, orthotopic, and contralateral tumor models at organ, cell-subtype, and mitochondrial levels. This multiplexed approach yields more than 1000 data points on in vivo nanoparticle uptake and targeting behaviors, while requiring 30-fold fewer mice than conventional approaches. The data reveal a strong correlation between tumor accumulation and mitochondrial delivery, indicating that effective tumor accumulation is a prerequisite for mitochondrial targeting. 80 nm cube (CL‑FA) and sphere (PL‑FA) nanoparticles tagged with folic acid (FA) emerge as top performers, with CL‑FA achieving 99% tumor regression when combined with mild photothermal therapy and mitochondria-targeted siRNA delivery. Underlying mechanisms are attributed to geometry-dependent protein corona formation patterns and cellular uptake via clathrin‑mediated endocytosis and specific curvature‑sensing protein interactions. Overall, this subcellular high-throughput barcoding platform offers a rational framework to select inorganic nanomaterials for precision subcellular drug delivery.

Indexed as

GoldMetal NanoparticlesMitochondriaNeoplasmsAnimalsCell Line, TumorFolic AcidHigh-Throughput Screening AssaysHumansMicePolyethylene GlycolsRNA, Small InterferingTissue DistributionFolic AcidGoldPolyethylene GlycolsRNA, Small Interferingbarcoding systemdrug deliveryhigh‐throughputimmuno‐engineeringnanomedicinesubcellular

Identifiers

PMID41700630
PMCPMC12994291

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.