ReviewNature protocols2023
INVADEseq to identify cell-adherent or invasive bacteria and the associated host transcriptome at single-cell-level resolution.
Review in Nature protocols, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 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
20 citing papers in PubMed, 21 citations in OpenAlex.
- scH16S-Seq Maps Klebsiella pneumoniae-Associated Myeloid States and Reveals a CD38-NAD Immunometabolic Axis That Impairs Lysosomal Acidification in Sepsis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Harnessing microfluidics for microbiology: from bacteria-host interactions to emerging cancer therapies.Communications biology · 2026Review
- Intratumoral microbiota in the growth of CRC and lung cancer: Comprehensive insights from etiology to therapy.iScience · 2026Review
- Decoding the cancer microbiome: multi-omics, AI, and translational opportunities.Genome biology · 2026Review
- A comprehensive study of intratumor bacteria in clear-cell renal cell carcinoma identifiesmSystems · 2026Article
- Innovative technologies and future perspectives in tumor microbiomics.Science China. Life sciences · 2026Review
- Fusobacterium nucleatum-induced mitophagy in macrophages supports intracellular bacterial persistence and promotes esophageal squamous cell carcinoma metastasis.Cellular & molecular immunology · 2026Article
- A practical guide to targeted single-cell RNA sequencing technologies.Communications biology · 2026Review
- Associations of epidemiologic risk factors with Fusobacterium nucleatum and bacterial alpha diversity in the colorectal tumor-associated microbiota.Cancer causes & control : CCC · 2026Article
- Tumor-infiltrating bacteria disrupt cancer epithelial cell interactions and induce cell-cycle arrest.Cancer cell · 2026Article
- Single-cell analysis of testicular bacterial microbiome changes during aging and effect on reproductive capacity in mice.iScience · 2025Article
- A Bioorthogonal and Programmable Bacterial Delivery System for Spatiotemporally Targeted Therapy of Solid Tumors.Exploration (Beijing, China) · 2025Article
- Challenges and Opportunities in Analyzing Cancer-Associated Microbiomes.Cancer research · 2025Review
- A capsular polysaccharide from a healthy human microbiota member activates a Lag-3-NK cell axis to restrain colon cancer and augment immunotherapy.Cell reports · 2025Article
- A Systematic Review and Meta-Analysis of 16S rRNA and Cancer Microbiome Atlas Datasets to Characterize Microbiota Signatures in Normal Breast, Mastitis, and Breast Cancer.Microorganisms · 2025Review
- Dysbiosis and extraintestinal cancers.Journal of experimental & clinical cancer research : CR · 2025Review
- Detection of hepatitis B virus mRNA from single cell RNA sequencing data without prior knowledge.PloS one · 2025Article
- Advancing periodontitis microbiome research: integrating design, analysis, and technology.Frontiers in cellular and infection microbiology · 2025Review
- Single-cell sequencing to multi-omics: technologies and applications.Biomarker research · 2024Review
- Meeting report 'Microbiology 2023: from single cell to microbiome and host', an international interacademy conference in Würzburg.microLife · 2024Article
Corrections and comments
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Authors and funding
9 authors at 2 institutions in 2 countries.
Funding
Abstract
Single-cell RNA sequencing (scRNAseq) technologies have been beneficial in revealing and describing cellular heterogeneity within mammalian tissues, including solid tumors. However, many of these techniques apply poly(A) selection of RNA, and thus have primarily focused on determining the gene signatures of eukaryotic cellular components of the tumor microenvironment. Microbiome analysis has revealed the presence of microbial ecosystems, including bacteria and fungi, within human tumor tissues from major cancer types. Imaging data have revealed that intratumoral bacteria may be located within epithelial and immune cell types. However, as bacterial RNA typically lacks a poly(A) tail, standard scRNAseq approaches have limited ability to capture this microbial component of the tumor microenvironment. To overcome this, we describe the invasion-adhesion-directed expression sequencing (INVADEseq) approach, whereby we adapt 10x Genomics 5' scRNAseq protocol by introducing a primer that targets a conserved region of the bacterial 16S ribosomal RNA gene in addition to the standard primer for eukaryotic poly(A) RNA selection. This 'add-on' approach enables the generation of eukaryotic and bacterial DNA libraries at eukaryotic single-cell level resolution, utilizing the 10x barcode to identify single cells with intracellular bacteria. The INVADEseq method takes 30 h to complete, including tissue processing, sequencing and computational analysis. As an output, INVADEseq has shown to be a reliable tool in human cancer cell lines and patient tumor specimens by detecting the proportion of human cells that harbor bacteria and the identities of human cells and intracellular bacteria, along with identifying host transcriptional programs that are modulated on the basis of associated bacteria.
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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.