Single-probe, amplification-free multiplex mRNA PNA-FISH maps bacterial gene expression in intact three-dimensional biofilms

Biofilms are spatially structured communities in which local microenvironments drive physiological differentiation, yet mapping gene expression inside intact three-dimensional biofilms remains challenging. Bacterial spatial transcriptomics methods typically rely on tiled probe sets, sequential hybridization rounds, or signal amplification. Here, we show that a single short, directly labelled peptide nucleic acid (PNA) probe per target is sufficient to quantify bacterial mRNA in situ without amplification. With all probes designed for a common hybridization condition, a transcript panel is resolved in one hybridization on a standard confocal microscope, in unmodified cells while preserving biofilm architecture. Benchmarked against the biphasic cycle of Legionella pneumophila, multiplex mRNA PNA-FISH recovers the expected transcriptional switch and agrees quantitatively with RT-qPCR in planktonic and biofilm populations. In flow-cell biofilms, it shows that sessile populations do not recapitulate the planktonic program and that transcriptional differences follow cellular aggregation state rather than depth.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-11-02
DOI
https://doi.org/10.64898/2026.10.29.762896
Primary Topic
Bacterial biofilms and quorum sensing
Type
preprint
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preprint

Single-probe, amplification-free multiplex mRNA PNA-FISH maps bacterial gene expression in intact three-dimensional biofilms

Laura Cerqueira, Darla M. Goeres, Nuno F. Azevedo, Christopher J. Jones et al.
bioRxiv (Cold Spring Harbor Laboratory)
Bacterial biofilms and quorum sensing
preprint

Single-probe, amplification-free multiplex mRNA PNA-FISH maps bacterial gene expression in intact three-dimensional biofilms

Laura Cerqueira, Darla M. Goeres, Nuno F. Azevedo, Christopher J. Jones, Heidi J. Smith, ANA BEATRIZ DE OLIVEIRA BARBOSA, Albert Parker
preprint en

Abstract

Biofilms are spatially structured communities in which local microenvironments drive physiological differentiation, yet mapping gene expression inside intact three-dimensional biofilms remains challenging. Bacterial spatial transcriptomics methods typically rely on tiled probe sets, sequential hybridization rounds, or signal amplification. Here, we show that a single short, directly labelled peptide nucleic acid (PNA) probe per target is sufficient to quantify bacterial mRNA in situ without amplification. With all probes designed for a common hybridization condition, a transcript panel is resolved in one hybridization on a standard confocal microscope, in unmodified cells while preserving biofilm architecture. Benchmarked against the biphasic cycle of Legionella pneumophila, multiplex mRNA PNA-FISH recovers the expected transcriptional switch and agrees quantitatively with RT-qPCR in planktonic and biofilm populations. In flow-cell biofilms, it shows that sessile populations do not recapitulate the planktonic program and that transcriptional differences follow cellular aggregation state rather than depth.

bioRxiv (Cold Spring Harbor Laboratory)
Universidade do Porto (PT), Montana State University (US)
Bacterial biofilms and quorum sensing
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Single-probe, amplification-free multiplex mRNA PNA-FISH maps bacterial gene expression in intact three-dimensional biofilms — Laura Cerqueira, Darla M. Goeres, et al. · bioRxiv (Cold Spring Harbor Laboratory) (2026) | TGRS Research Map | TGRS