Evidence map›Paper›PMID 41966093›Full record

ArticleLab on a chip2026

Microparticle-enabled single cell multiparameter electronic immunophenotyping for selective electroporation.

Madeline Hoyle, Josiah Rudge, Yuvraj Rallipalli, Aniruddh Sarkar

Abstract read
In one paragraph

Article in Lab on a chip, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Madeline HoyleWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA. aniruddh.sarkar@bme.gatech.edu.
Josiah RudgeWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA. aniruddh.sarkar@bme.gatech.edu.
Yuvraj RallipalliWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA. aniruddh.sarkar@bme.gatech.edu.
Aniruddh SarkarWallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA. aniruddh.sarkar@bme.gatech.edu.ORCID 0000-0002-9327-1525

Funding

Microscale Multiplexed Antibody Fc Profiling and Nanoscale Electronic Detection for Rapid and Scalable Point-of-Care Diagnosis of TuberculosisR01AI182322 · NIAID · GEORGIA INSTITUTE OF TECHNOLOGY · PI Aniruddh Sarkar · 2024 to 2026
$1.1M
National Science Foundation DGE-2039655National Science Foundation ECCS-2025462NIAID NIH HHS R01 AI182322
6 · The paper itself

Abstract

Electroporation (EP) is one of the leading non-viral intracellular delivery methods used in various applications across research and cell therapy development and manufacturing. Currently widely used bulk EP methods, while they offer scalability, cost efficiency and simplicity, cannot be used for targeted or selective delivery to a defined subset of an input cell population. Here, we present a microparticle-enabled selectively permeabilizing impedance cytometer (ME-SPICy), a microfluidic single-cell EP platform that enables targeted EP of selected cell subpopulations based on their surface markers. Antibody conjugated microparticles (MPs) are used to label selected cell subpopulations within a larger heterogeneous sample. In this work, we demonstrate multiple multi-parameter impedance-based sensing schemes that enable real-time discrimination of non-labeled and labeled single cells within a mixed population as they flow through a 3D printed biconical micro-aperture. This allows for the system to analyze in real time if each single cell is a target cell, based on user set parameters, and selectively apply a low voltage (<16 V) for targeted single-cell EP. Simulations and experimental validation demonstrate that MP binding substantially alters cell impedance and phase signature, enabling accurate label-based discrimination. We demonstrated selective EP first using Jurkat cells by targeting either the labeled or non-labeled populations. Then we demonstrated targeted delivery with both dyes and EGFP mRNA in subpopulations of primary cells (peripheral blood mononuclear cells, activated T cells, and naïve T cells). ME-SPICy achieved high precision, with up to 98% purity and >5 fold enrichment in the electroporated cell population. This approach expands the capabilities of EP, offering a promising solution to decrease manufacturing complexity in both research and clinical cell engineering workflows.

Indexed as

ElectroporationImmunophenotypingMicrofluidic Analytical TechniquesSingle-Cell AnalysisElectric ImpedanceHumansJurkat Cells

Identifiers

PMID41966093
PMCPMC13367237

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.