3D Amplified Single-Cell RNA and Protein Imaging Identifies Oncogenic Transcript Subtypes in B-Cell Acute Lymphoblastic Leukemia.
Suyeon ShinYoon-Jin KimHyo Geun YunHaerim ChungHyunsoo ChoSungyoung ChoiPublished in: ACS nano (2024)
Simultaneous in situ detection of transcript and protein markers at the single-cell level is essential for gaining a better understanding of tumor heterogeneity and for predicting and monitoring treatment responses. However, the limited accessibility to advanced 3D imaging techniques has hindered their rapid implementation. Here, we present a 3D single-cell imaging technique, termed 3D digital rolling circle amplification (4DRCA), capable of the multiplexed and amplified simultaneous digital quantification of single-cell RNAs and proteins using standard fluorescence microscopy and off-the-shelf reagents. We generated spectrally distinguishable DNA amplicons from molecular markers through an integrative protocol combining single-cell RNA and protein assays and directly enumerated the amplicons by leveraging an open-source algorithm for 3D deconvolution with a custom-built automatic gating algorithm. With 4DRCA, we were able to simultaneously quantify surface protein markers and cytokine transcripts in T-lymphocytes. We also show that 4DRCA can distinguish BCR-ABL1 fusion transcript positive B-cell acute lymphoblastic leukemia cells with or without CD19 protein expression. The accessibility and extensibility of 4DRCA render it broadly applicable to other cell-based diagnostic workflows, enabling sensitive and accurate single-cell RNA and protein profiling.
Keyphrases
- single cell
- rna seq
- acute lymphoblastic leukemia
- high throughput
- high resolution
- protein protein
- single molecule
- machine learning
- amino acid
- deep learning
- healthcare
- randomized controlled trial
- stem cells
- nucleic acid
- tyrosine kinase
- genome wide
- dna methylation
- allogeneic hematopoietic stem cell transplantation
- oxidative stress
- loop mediated isothermal amplification
- cell death
- optical coherence tomography
- bone marrow
- acute myeloid leukemia