ReviewFrontiers in immunology2021
Exploiting Single-Cell Tools in Gene and Cell Therapy.
Review in Frontiers in immunology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
What it found
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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.
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.
Who cites it
27 citing papers in PubMed.
- Beyond CRISPR: next-gen precision engineering of CAR-NK cells for enhanced persistence, trafficking, and tumor eradication.Cancer cell international · 2026Review
- Single-cell and multi-omic characterization of ex vivo expanded ASTRLs from stable kidney transplant recipients reveals a regulatory T cell phenotype.Scientific reports · 2026Article
- Single-cell transcriptomic insights into the intrinsic cardiac nervous system: diversity, development, and neuro-cardiac interactions.Frontiers in genetics · 2026Review
- Molecular mechanisms underlying T cell subset imbalance and precision therapeutic targets in primary biliary cholangitis.Frontiers in pharmacology · 2026Review
- Cyclin A2 induces cytokinesis in human adult cardiomyocytes and drives reprogramming in mice.NPJ Regenerative medicine · 2025Article
- Particle-Assisted Optoelectronic Tweezers for Manipulating Single Cells and Microparticles.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Advances in CRISPR-Cas9 in lineage tracing of model animals.Animal models and experimental medicine · 2025Review
- Decoding the NRF2-NOTCH Crosstalk in Lung Cancer-An Update.Antioxidants (Basel, Switzerland) · 2025Review
- Recent Developments in Single-Cell Metabolomics by Mass Spectrometry─A Perspective.Journal of proteome research · 2025Review
- Gene Therapy in Rare Genetic Disorders: Current Progress and Future Perspectives.Current genomics · 2025Review
- Contextual AI models for single-cell protein biology.Nature methods · 2024Article
- Contextual AI models for single-cell protein biology.bioRxiv : the preprint server for biology · 2024Article
- Single-Cell RNA Sequencing in Organ and Cell Transplantation.Biosensors · 2024Review
- Coexpression network analysis of the adult brain sheds light on the pathogenic mechanism of DDR1 in schizophrenia and bipolar disorder.Translational psychiatry · 2024Article
- Harnessing the Transcriptional Signatures of CAR-T-Cells and Leukemia/Lymphoma Using Single-Cell Sequencing Technologies.International journal of molecular sciences · 2024Review
- Neoantigen cancer vaccines: a new star on the horizon.Cancer biology & medicine · 2023Review
- Single-cell transcriptomics identifies adipose tissue CD271Cell reports. Medicine · 2023Article
- Insights gained from single-cell analysis of chimeric antigen receptor T-cell immunotherapy in cancer.Military Medical Research · 2023Review
- Integrated analysis of single-cell and bulk RNA-sequencing identifies a signature based on NK cell marker genes to predict prognosis and immunotherapy response in hepatocellular carcinoma.Journal of cancer research and clinical oncology · 2023Article
- Immunotherapy in hematologic malignancies: achievements, challenges and future prospects.Signal transduction and targeted therapy · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Single-cell molecular tools have been developed at an incredible pace over the last five years as sequencing costs continue to drop and numerous molecular assays have been coupled to sequencing readouts. This rapid period of technological development has facilitated the delineation of individual molecular characteristics including the genome, transcriptome, epigenome, and proteome of individual cells, leading to an unprecedented resolution of the molecular networks governing complex biological systems. The immense power of single-cell molecular screens has been particularly highlighted through work in systems where cellular heterogeneity is a key feature, such as stem cell biology, immunology, and tumor cell biology. Single-cell-omics technologies have already contributed to the identification of novel disease biomarkers, cellular subsets, therapeutic targets and diagnostics, many of which would have been undetectable by bulk sequencing approaches. More recently, efforts to integrate single-cell multi-omics with single cell functional output and/or physical location have been challenging but have led to substantial advances. Perhaps most excitingly, there are emerging opportunities to reach beyond the description of static cellular states with recent advances in modulation of cells through CRISPR technology, in particular with the development of base editors which greatly raises the prospect of cell and gene therapies. In this review, we provide a brief overview of emerging single-cell technologies and discuss current developments in integrating single-cell molecular screens and performing single-cell multi-omics for clinical applications. We also discuss how single-cell molecular assays can be usefully combined with functional data to unpick the mechanism of cellular decision-making. Finally, we reflect upon the introduction of spatial transcriptomics and proteomics, its complementary role with single-cell RNA sequencing (scRNA-seq) and potential application in cellular and gene therapy.
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Registered trials
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.