Evidence map›Paper›PMID 30854596›Full record

ArticleAnalytical and bioanalytical chemistry2019

Population-based analysis of cell-penetrating peptide uptake using a microfluidic droplet trapping array.

Nora Safa, Manibarathi Vaithiyanathan, Shayan Sombolestani, Seleipiri Charles, Adam T Melvin

Abstract read
In one paragraph

Article in Analytical and bioanalytical chemistry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Review
  3. Permeability Benchmarking: Guidelines for ComparingJournal of chemical information and modeling · 2025
    Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Review
  10. 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

5 authors.

Nora SafaCain Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA.
Manibarathi VaithiyanathanCain Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA.
Shayan SombolestaniCraft and Hawkins Department of Petroleum Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA.
Seleipiri CharlesCain Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA.
Adam T MelvinCain Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA, 70803, USA. melvin@lsu.edu.ORCID http://orcid.org/0000-0003-0484-5871

Funding

Ex vivo analysis of deubiquitinating enzyme activity in single multiple myeloma cellsR03EB020935 · NIBIB · LOUISIANA STATE UNIV A&M COL BATON ROUGE · PI MELVIN, ADAM THOMAS · 2015 to 2016
$140k
Division of Chemical, Bioengineering, Environmental, and Transport Systems 1509713National Institute of Biomedical Imaging and Bioengineering R03EB02935NIBIB NIH HHS R03 EB020935
6 · The paper itself

Abstract

Cell-penetrating peptides (CPPs) have garnered significant attention as a method to introduce reporters and therapeutics into intact cells. While numerous studies have been performed identifying new CPP sequences, relatively little is known about their uptake efficiency at the single-cell level. Here, a droplet microfluidic trapping array was used to characterize CPP uptake across a population of single intact cells. The microfluidic device allowed for facile and rapid isolation and analysis of single-cell fluorescence in a 787-member overhead trapping array with > 99% droplet trapping efficiency. The permeability efficiencies of four different CPPs were studied and compared in HeLa cells. Population analysis was performed using linkage hierarchical cluster analysis by R programming to bin cells into subpopulations expressing very low to very high peptide uptake efficiencies. CPP uptake was observed to be heterogeneous across the population of cells with peptide concentration and sequence both playing important roles in the diversity of CPP uptake, the overall peptide uptake efficiency, and the intracellular homogeneity of peptide distribution. This microfluidic-based analytical approach finds application in personalized medicine and provides new insight in the heterogeneity of CPP uptake which has the potential to affect both biosensor and drug internalization in intact cells. Graphical abstract .

Indexed as

MicrofluidicsCell Membrane PermeabilityCell-Penetrating PeptidesCell SizeCluster AnalysisEndocytosisHeLa CellsHumansMicroscopy, FluorescenceSingle-Cell AnalysisCell-Penetrating PeptidesHigh-throughput screeningMicrofluidicsPeptidesSingle-cell analysis

Identifiers

PMID30854596
PMCPMC6472966

What OpenQuestion holds

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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.