Evidence map›Paper›PMID 42304065›Full record

ArticleCommunications biology2026

Quantitative analysis of bacterial cell-cell communication at the single-cell level using microdroplet arrays.

Corine Jackman Burden, Matthew Hou, Anne Liu, Lydia Eutsey, Rory Eutsey, Joel Greenhouse, Frederick Lanni, Shelley L Anna, N Luisa Hiller

Abstract read
In one paragraph

Article in Communications biology, 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.

Corine Jackman BurdenDepartment of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA.ORCID 0000-0001-6983-3711
Matthew HouDepartment of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA.
Anne LiuDepartment of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA.
Lydia EutseyDepartment of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA.
Rory EutseyDepartment of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA.
Joel GreenhouseDepartment of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, USA.
Frederick LanniDepartment of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA.
Shelley L AnnaDepartment of Chemical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. sanna@andrew.cmu.edu.ORCID 0000-0003-2750-4754
N Luisa HillerDepartment of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA, USA. lhiller@andrew.cmu.edu.ORCID 0000-0001-6572-1368

Funding

Deciphering the Role of Rgg in the Pneumococcal Signaling, Colonization and Virulence PortfolioR01AI139077 · NIAID · CARNEGIE-MELLON UNIVERSITY · PI HILLER, NATALIA LUISA · 2019 to 2023
$1.9M
Burroughs Wellcome Fund (BWF) G-1021662Carnegie Mellon University (CMU) Catalyst AwardCMU | Mellon College of Science, Carnegie Mellon University (MCS, CMU) Margaret Carver Research Enrichment AwardCMU | Mellon College of Science, Carnegie Mellon University (MCS, CMU) Margaret Carver Research Enrichment Award (CJB, NLH, SLA)Ford Foundation Postdoctoral FellowshipNIAID NIH HHS R01 AI139077U.S. Department of Health & Human Services | NIH | National Institute of Allergy and Infectious Diseases (NIAID) R01AI139077
6 · The paper itself

Abstract

Cell-cell communication (CCC) contributes to bacterial survival and adaptability. Gram-positive bacteria employ secreted peptides to coordinate CCC. While the molecular pathways activated by these peptides are well studied, little is known about how individual cells contribute to initiating the signaling response. To address this question, we used microdroplet arrays to examine the major human pathogen Streptococcus pneumoniae and its TprA/PhrA regulator/peptide CCC system, which promotes colonization and virulence. We measured phrA promoter activity in wild-type (WT) cells and in a phrA deletion mutant, using populations seeded before signaling began. As signaling emerged, we observed heterogeneity in S. pneumoniae signaling within and across microdroplets. Addition of exogenous PhrA increased both the magnitude of signal and the percentage of signaling cells, yet it did not reduce the heterogeneity of signal. When examining whether PhrA peptide produced from WT cells was shared with ΔphrA cells, we found a preference for self-signaling over signaling to neighboring cells. Overall, we developed a platform to quantify cell-cell signaling at the single-cell level and determined that at early stages TprA/PhrA signaling is highly heterogeneous and primarily targets producing cells. We propose that this heterogeneity and its amplification through autoinduction may confer a fitness advantage to the population.

Indexed as

Single-Cell AnalysisStreptococcus pneumoniaeBacterial ProteinsCell CommunicationGene Expression Regulation, BacterialSignal TransductionBacterial Proteins

Identifiers

PMID42304065
PMCPMC13631278

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.