Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
← Dataset search

GSE148673

GEO first seen 2021

Delineating copy number and clonal substructure in human tumors from single-cell transcriptomes

Organism
Homo sapiens
Samples
13
Type
Expression profiling by high...
Submitted
2020-04-14

Single-cell transcriptomic analysis is widely used to study human tumors. However it remains challenging to distinguish normal cell types in the tumor microenvironment from malignant cells and to resolve clonal substructure within the tumor. To address these challenges, we developed an integrative Bayesian segmentation approach called CopyKAT (Copynumber Karyotyping of Aneuploid Tumors) to estimate genomic copy number profiles at an average genomic resolution of 5Mb from read depth in high-thro...

Provenance — who produced it, who reused it

Linked to 18 papers in the literature. Roles are inferred factual signals (who deposited the data vs who reused it), with counts — never a judgement about any author.

Deposited / produced by
Ruli GaoShanshan BaiYing C HendersonYiyun LinAislyn SchalckYun YanTapsi KumarMin HuEmi SeiAlexander DavisFang WangSimona F ShaitelmanJennifer R WangKen ChenStacy MoulderStephen Y LaiNicholas E Navin
Reused by

13 further papers cite this accession but reuse could not be confirmed.

Deep data QC

metadata only · no data-level QC for this type

Standardized, field-standard QC computed by touching the data — every metric states how it was obtained

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina NovaSeq 6000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads), BAM/CRAM (aligned)
N numbers (samples, groups)
13 / 13 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 272827771534 reported
total reads 3009893376 reported
supplementary file types TXT reported
QC cost 20 s compute

measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0 · provisional — verify independently