T cell populations correlate with response and resistance to anti-PD-1 plus lenvatinib combination therapy in hepatocellular carcinoma
Single-cell RNA-seq · human · 69 samples
- What it is
- Single-cell RNA-seqGene activity measured in thousands of individual cells, so cell types can be told apart. Read from the summary: GEO's own type field only says 'expression profiling by sequencing', so confirm it in the paper.
- Organism
- Homo sapiens (human)
- Topic
- Hepatocellular carcinomaThis series is part of our curated briefing on it.
- Samples
- 69 samples: 69 samples, each with a distinct title — no replicated groupsGroups are read from the sample names, not from the paper. Check the list below.
- Data you can get
- A processed table (series matrix) and supplementary files from NCBI; the raw sequencing reads from ENA. Which of these hold counts depends on the study, so check the file list.
- Paper
- Contrasting cytotoxic and regulatory T cell responses underlying distinct clinical outcomes to anti-PD-1 plus lenvatinib therapy in cancerCancer cell · 2025
Direct links to NCBI and ENA, no account and no request form. Pick by what you want to do: take the small processed table to look, the supplementary files to re-analyse, or the original raw data to start over.
Processed table
The series matrix: one table of values per sample as the submitters processed it. The smallest download, and it opens in Excel or R. Start here to see what the data look like.
Supplementary files
The count tables and other files the authors uploaded. Take only the samples you need, or the whole study as GSE235863_RAW.tar (it can run to tens of gigabytes).
Raw sequencing reads
The original FASTQ files, straight from the sequencer, held at ENA. Large, and you align them yourself, so only choose this if you need to re-process the study from scratch.
What the files usually look like: Single-cell studies usually ship their counts as 10x files (matrix.mtx, barcodes.tsv, features.tsv), an .h5 file, or an .rds / .h5ad object that Seurat or Scanpy can open. Look for those among the supplementary files.
Also filed as BioProject PRJNA987720. Searching any of these in the dataset finder brings you back here.
Any grouping that defines a comparison lives in the sample characteristics, which GEO records separately from the titles.
How we read this: Read from 69 sample titles: 69 distinct titles with little repetition. These groups are guessed from the sample names, not taken from the paper, so check them against the sample list below before relying on them.
- GSM7510899 Pre-treatment blood of patient P5 (R/PR)
- GSM7510900 Pre-treatment liver tumor of patient P5 (R/PR)
- GSM7510901 Post-treatment blood of patient P5 (R/PR)
- GSM7510902 Post-treatment liver tumor of patient P5 (R/PR)
- GSM7510903 Pre-treatment blood of patient P11 (R/PR)
- GSM7510904 Pre-treatment liver tumor of patient P11 (R/PR)
- GSM7510905 Post-treatment blood of patient P11 (R/PR)
- GSM7510906 Post-treatment liver tumor of patient P11 (R/PR)
- GSM7510907 Pre-treatment blood of patient P18 (R/CR)
- GSM7510908 Pre-treatment liver tumor of patient P18 (R/CR)
- GSM7510909 Post-treatment blood of patient P18 (R/CR)
- GSM7510910 Post-treatment liver tumor of patient P18 (R/CR)
- GSM7510911 Pre-treatment blood of patient P27 (R/PR)
- GSM7510912 Pre-treatment liver tumor of patient P27 (R/PR)
- GSM7510913 Post-treatment blood of patient P27 (R/PR)
- GSM7510914 Post-treatment liver tumor of patient P27 (R/PR)
- GSM7510915 Pre-treatment blood of patient P1 (NR/SD)
- GSM7510916 Post-treatment blood of patient P1 (NR/SD)
- GSM7510917 Post-treatment liver tumor of patient P1 (NR/SD)
- GSM7510918 Pre-treatment blood of patient P15 (NR/PD)
- GSM7510919 Pre-treatment liver tumor of patient P15 (NR/PD)
- GSM7510920 Post-treatment blood of patient P15 (NR/PD)
- GSM7510921 Pre-treatment blood of patient P26 (NR/PD)
- GSM7510922 Pre-treatment liver tumor of patient P26 (NR/PD)
- GSM7510923 Post-treatment blood of patient P26 (NR/PD)
- GSM7510924 Post-treatment liver tumor of patient P26 (NR/PD)
- GSM7510926 CD45+CD8- immune cells from pre-treatment blood of patient P16 (NR/PD)
- GSM7510927 CD45+CD3+CD8+ immune cells from pre-treatment blood of patient P16 (NR/PD)
- GSM7510928 CD45+CD8- immune cells from pre-treatment tumor of patient P16 (NR/PD)
- GSM7510929 CD45+CD3+CD8+ immune cells from pre-treatment tumor of patient P16 (NR/PD)
- GSM7510930 CD45+ immune cells from post-treatment adjacent normal liver tissue of patient P16 (NR/PD)
- GSM7510931 CD45+CD3+CD8+ immune cells from post-treatment blood of patient P16 (NR/PD)
- GSM7510932 CD45+CD3+ immune cells from post-treatment tumor of patient P16 (NR/PD)
- GSM7510933 CD45+CD8- immune cells from post-treatment tumor of patient P16 (NR/PD)
- GSM7510934 CD45+CD3+CD8+ immune cells from post-treatment tumor of patient P16 (NR/PD)
- GSM7510936 CD45+CD3+CD8+ immune cells from pre-treatment blood of patient P3 (R/PR)
- GSM7510937 CD45+CD3+CD8+ immune cells from on-treatment blood of patient P3 (R/PR)
- GSM7510938 CD45+CD8- immune cells from post-treatment adjacent normal liver tissue of patient P3 (R/PR)
- GSM7510939 CD45+CD3+CD8+ immune cells from post-treatment adjacent normal liver tissue of patient P3 (R/PR)
- GSM7510940 CD45+CD3+CD8+ immune cells from post-treatment blood of patient P3 (R/PR)
+ 29 more — browse all 69 samples with per-sample file links →
- GSE14520 Gene expression data of human hepatocellular carcinoma (HCC) 488 samples same disease briefing · shares hepatocellular
- GSE10143 Gene Expression in Fixed Tissues and Outcome in Hepatocellular Carcinoma 387 samples same disease briefing · shares hepatocellular
- GSE107170 Molecular Signature of Hepatitis D Virus-Associated Hepatocellular Carcinoma 307 samples same disease briefing · shares hepatocellular
- GSE109211 Molecular predictors of prevention of recurrence in hepatocellular carcinoma with sorafenib as adjuvant treatment in the phase 3 STORM trial 140 samples same disease briefing · shares hepatocellular
- GSE10186 Integrative Transcriptome Analysis Reveals Common Molecular Subtypes of Human Hepatocellular Carcinoma 118 samples same disease briefing · shares hepatocellular
- GSE105130 Comprehensive analysis of Transcriptome Profiles in Hepatocellular Carcinoma patients 52 samples same disease briefing · shares hepatocellular
- GSE140228 Landscape and Dynamics of Single Immune Cells in Hepatocellular Carcinoma 41 samples same disease briefing · shares hepatocellular
- GSE114564 Identification of novel serum biomarkers in early-stage HCC patients. 118 samples same disease briefing
Metadata from NCBI GEO, cached and refreshed periodically — the NCBI page above is authoritative. Downloads link straight to NCBI/ENA; nothing is proxied through BioTransfer.