Evidence map›Paper›PMID 40489257›Full record

ArticleACS nano2025

Nanocoding: Lipid Nanoparticle Barcoding for Multiplexed Single-Cell RNA Sequencing.

Yujun Feng, Donglai Chen, Catherine Applegate, Natalia Gonzalez Medina, Chia-Wei Kuo, Opeyemi H Arogundade, Chris L Wright, Fangxiu Xu, Jenny Drnevich, Andrew M Smith

Abstract read
In one paragraph

Article in ACS nano, 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

10 authors.

Yujun FengDepartment of Materials Science and Engineering, University of Illinois-Champaign, Urbana, Illinois 61801, United States.ORCID 0009-0006-0450-0274
Donglai ChenDepartment of Materials Science and Engineering, University of Illinois-Champaign, Urbana, Illinois 61801, United States.ORCID 0000-0002-5771-2426
Catherine ApplegateDepartment of Bioengineering, University of Illinois-Champaign, Urbana, Illinois 61801, United States.ORCID 0000-0003-1255-0184
Natalia Gonzalez MedinaDepartment of Bioengineering, University of Illinois-Champaign, Urbana, Illinois 61801, United States.ORCID 0000-0002-7227-5834
Chia-Wei KuoDepartment of Bioengineering, University of Illinois-Champaign, Urbana, Illinois 61801, United States.ORCID 0000-0002-3254-2037
Opeyemi H ArogundadeDepartment of Bioengineering, University of Illinois-Champaign, Urbana, Illinois 61801, United States.
Chris L WrightDNA Services, Roy J. Carver Biotechnology Center, University of Illinois-Champaign, Urbana, Illinois 61801, United States.
Fangxiu XuDNA Services, Roy J. Carver Biotechnology Center, University of Illinois-Champaign, Urbana, Illinois 61801, United States.
Jenny DrnevichHigh-Performance Computing in Biology, Roy J. Carver Biotechnology Center, University of Illinois-Champaign, Urbana, Illinois 61801, United States.
Andrew M SmithDepartment of Materials Science and Engineering, University of Illinois-Champaign, Urbana, Illinois 61801, United States.ORCID 0000-0002-0238-4816

Funding

The Center for Label-free Imagingand Multiscale Biophotonics (CLIMB)P41EB031772 · NIBIB · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI Stephen A Boppart · 2022 to 2026
$7.6M
The epigenetic regulation of inflammation in tissue repair and vascular diseaseR35HL167143 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Katherine Ann Gallagher · 2023 to 2026
$4.2M
Notch signaling in diabetic woundsR01DK127531 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GALLAGHER, KATHERINE ANN · 2021 to 2024
$2.5M
Nanomedicine-Based Targeting of Inflammatory Macrophages in Diabetic Wound RepairR01DK131782 · NIDDK · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI Katherine Ann Gallagher, Andrew Michael Smith · 2022 to 2026
$2.4M
Targeted Drug Delivery to Adipose Tissue Macrophages in ObesityR01DK112251 · NIDDK · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI SMITH, ANDREW MICHAEL, SWANSON, KELLY S · 2016 to 2020
$2.1M
Tissue microenvironment (TIMe) training programT32EB019944 · NIBIB · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI BHARGAVA, ROHIT, GASKINS, REX · 2016 to 2025
$1.9M
Epigenetic Regulation of Prostaglandin E2 (PGE2) Synthesis Alters Macrophage Function to Promote Inflammation and Impair Diabetic Wound HealingR01DK124290 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GALLAGHER, KATHERINE ANN, MOORE, BETHANY B. · 2020 to 2023
$1.8M
NHLBI NIH HHS R35 HL167143NIBIB NIH HHS P41 EB031772NIBIB NIH HHS T32 EB019944NIDDK NIH HHS R01 DK112251NIDDK NIH HHS R01 DK124290NIDDK NIH HHS R01 DK127531NIDDK NIH HHS R01 DK131782
6 · The paper itself

Abstract

Sample multiplexing is an emerging method in single-cell RNA sequencing (scRNA-seq) that addresses high costs and batch effects. Current multiplexing schemes use DNA labels to barcode cell samples but are limited in their stability and extent of labeling of heterogeneous cell populations. Here, we describe nanocoding, a technology that applies lipid nanoparticles (LNPs) for high barcode labeling density in multiplexed scRNA-seq. LNPs reduce dependencies on cell surface labeling mechanisms due to multiple controllable means of cell uptake, amplifying barcode loading 10-100-fold and allowing both protection and efficient release by upon cell lysis. In cultured cell lines and heterogeneous cells from tissue digests, nanocoding occurs in 40 min with stability after sample mixing and requires only commercially available reagents without complex chemical modifications. In spleen digests, 6-plex barcoded samples show minimal unlabeled cells, with all barcodes giving bimodal count distributions. Challenging samples from adipose tissue of obese rodents containing lipid-rich debris and heterogeneous cells show more than 95% labeling with all known subtypes identified. Using nanocoding, we investigate gene expression changes related to aging in adipose tissue, profiling cells that could not be readily identified with current direct conjugate methods using lipid or antibody conjugates. The ease of generating and tuning these constructs may afford efficient and robust sample multiplexing with minimal crosstalk.

Indexed as

LipidsNanoparticlesSequence Analysis, RNASingle-Cell AnalysisAnimalsHumansLiposomesMiceLipid NanoparticlesLipidsLiposomesadipose tissueagingimmune cellmacrophagemultiplexed single-cell RNA sequencingobesityt cell

Identifiers

PMID40489257
PMCPMC12767207

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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.