PLoS Biology (Dec 2023)

Protein nanobarcodes enable single-step multiplexed fluorescence imaging.

  • Daniëlle de Jong-Bolm,
  • Mohsen Sadeghi,
  • Cristian A Bogaciu,
  • Guobin Bao,
  • Gabriele Klaehn,
  • Merle Hoff,
  • Lucas Mittelmeier,
  • F Buket Basmanav,
  • Felipe Opazo,
  • Frank Noé,
  • Silvio O Rizzoli

DOI
https://doi.org/10.1371/journal.pbio.3002427
Journal volume & issue
Vol. 21, no. 12
p. e3002427

Abstract

Read online

Multiplexed cellular imaging typically relies on the sequential application of detection probes, as antibodies or DNA barcodes, which is complex and time-consuming. To address this, we developed here protein nanobarcodes, composed of combinations of epitopes recognized by specific sets of nanobodies. The nanobarcodes are read in a single imaging step, relying on nanobodies conjugated to distinct fluorophores, which enables a precise analysis of large numbers of protein combinations. Fluorescence images from nanobarcodes were used as input images for a deep neural network, which was able to identify proteins with high precision. We thus present an efficient and straightforward protein identification method, which is applicable to relatively complex biological assays. We demonstrate this by a multicell competition assay, in which we successfully used our nanobarcoded proteins together with neurexin and neuroligin isoforms, thereby testing the preferred binding combinations of multiple isoforms, in parallel.