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pmid:39708189

CYB561 a potential prognostic biomarker for liver hepatocellular carcinoma.

Yanchun Zhao · Jingfang Du · Jian Zhuo · Quanai Zhang · Luxian Dai · Yubao Tang · Yao Wang · Ankang Sheng · Hanyu Yao · Weiguang Liu

Clinical and experimental medicine · 2024 doi:10.1007/s10238-024-01522-w

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Experiment

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Data

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:39708189
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2026-11-01T20:30:01Z
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paper object · 10 fields
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title
CYB561 a potential prognostic biomarker for liver hepatocellular carcinoma.
doi
10.1007/s10238-024-01522-w
pmid
39708189
authors array · 10 items
[0]
Yanchun Zhao
[1]
Jingfang Du
[2]
Jian Zhuo
[3]
Quanai Zhang
[4]
Luxian Dai
[5]
Yubao Tang
[6]
Yao Wang
[7]
Ankang Sheng
[8]
Hanyu Yao
[9]
Weiguang Liu
journal
Clinical and experimental medicine
year
2024
abstract
Liver hepatocellular carcinoma (LIHC) is a malignancy characterized by a high rate of recurrence, metastasis, and poor prognosis. Cytochrome b561 (CYB561) has been previously reported to be associated with tumor progression, but it has not been revealed in LIHC. The aim of this study was to investigate the prognostic value and potential function of CYB561 in LICH. The expression level, clinical correlation, prognosis, and biological function of CYB561 in LIHC were analyzed using The Cancer Genome Atlas(TCGA), Gene Expression Omnibus (GEO), TIMER2, Kaplan-Meier Plotter, and GEPIA2 databases. The expression of CYB561 in LIHC tissue samples was analyzed by immunohistochemical staining. The effect of CYB561 on the proliferation and migration of LIHC cells was investigated by using CYB561 knockdown in vitro. GSE149614 dataset was used to analyze the expression distribution of CYB561 in LIHC on a single-cell dimension. This study showed that CYB561 mRNA and protein were highly expressed in LIHC. High expression of CYB561 suggests poor prognosis in LICH patients and is an independent risk factor for LIHC. Wound-healing experiment, transwell experiment, and clonal formation experiment confirmed that CYB561 knockdown could inhibit the proliferation and migration of LIHC cells. Functional enrichment analysis showed that CYB561 was related to biological processes such as cell adhesion and immune response. KEGG enrichment analysis showed that CYB561 interacts with tumor-related signaling pathways. Single-cell analysis showed that CYB561 was mainly expressed in hepatocytes. Cells with high CYB561 expression had a higher degree of malignancy. Our study found that abnormal expression of CYB561 in LIHC suggested poor prognosis of LIHC and was related to tumor migration and proliferation. CYB561 is a potential prognostic predictor or therapeutic biomarker.
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sections[7] "Transcriptomic analysis of CYB561" paragraph 2
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Clinical data from TCGA-LIHC patients were used for clinical correlation analysis and univariate and multivariate COX regression analysis.
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sections[27] "Data Availability" paragraph 2
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The data that support the findings of this study are openly available on the TCGA database and the GEO database. No datasets were generated or analyzed during the current study.
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High CYB561 expression is associated with poor prognosis in LIHC and CYB561 is an independent risk factor for overall survival.
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patients in the group with high CYB561 mRNA expression had worse OS (p < 0.05, HR = 1.9, Fig. 3A).
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sections[19] "CYB561 expression suggests poor prognosis in LIHC" paragraph 4
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patients in the group with high CYB561 mRNA expression had worse OS (p < 0.05, HR = 1.9, Fig. 3A).
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sections[19] "CYB561 expression suggests poor prognosis in LIHC" paragraph 4
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multi-factor COX regression analysis showed that CYB561 was an independent risk factor for OS in LIHC patients (p < 0.05, HR = 1.146, Fig. 3D).
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pathway_enrichment
label
Network / pathway analysis
dsl_operations array · 1 item
[0]
pathway_enrich
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
edge_list
evidence object · 3 fields
score
0.8
band
high
quote
pathway enrichment
[6] object · 10 fields
id
method-7
family
contingency_analysis
specific
chi_square
label
Categorical (contingency table) analysis
dsl_operations array · 1 item
[0]
chi_square_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
categorical_cross_tabulation
evidence object · 3 fields
score
0.8
band
high
quote
chi-square
targets array · 1 item
[0] object · 8 fields
id
target-published-estimate
claim_id
claim-target-result
operation
bootstrap_mean_difference
unit
p-value
tolerance
null
state
complete
note
The threshold the paper applied to its own result, as the paper states it. A run that reproduces the effect is judged against this threshold.
gaps array · 1 item
[0]
method.reader_differs_from_extractor
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 1 item
[0]
cox_ph
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: cox_proportional_hazards.
capability object · 4 fields
tier
R1
capability_id
capability:computational_analysis
availability_state
owned
basis
The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here.
data object · 6 fields
tier
R1
reachable
true
accessions array · 3 items
[0]
GSE149614
[1]
GSE112790
[2]
GSE45267
resolved_accessions array · 3 items
[0]
GSE149614
[1]
GSE112790
[2]
GSE45267
statements array · 1 item
[0]
The data that support the findings of this study are openly available on the TCGA database and the GEO database. No datasets were generated or analyzed during the current study.
basis
The paper names GSE149614, GSE112790, GSE45267 in GEO database and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 1 item
[0]
cox_ph
assets array · 2 items
[0]
source:pmid:39708189
[1]
data:geo:GSE112790
steps array · 1 item
[0]
run_analysis
must_build object · 5 fields
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readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE112790
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T19:42:53Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
10533
completion_tokens
1522
cached_tokens
188
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
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MiniMax-M3.1-Flash
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minimax
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[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
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null
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gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:39708189
type
paper
label
pmid:39708189
[1] object · 3 fields
id
source:pmid:39708189
type
manuscript
label
PMID 39708189 full text
[2] object · 3 fields
id
data:geo:GSE112790
type
dataset
label
GEO GSE112790
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:39708189
type
paper
label
pmid:39708189
[1] object · 3 fields
id
source:pmid:39708189
type
manuscript
label
PMID 39708189 full text
[2] object · 3 fields
id
data:geo:GSE112790
type
dataset
label
GEO GSE112790
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-39708189
type
extraction
used array · 1 item
[0]
source:pmid:39708189
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE112790
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE112790
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
id
agent:minimax-reader
type
software
label
MiniMax literature reader
source_run_id
reading-sci-2026-11-01
dsl_catalogue_fingerprint
343fb30756ba6ec3
capability_table_fingerprint
2cb3e42f047d2ecf
snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:39708189
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sha256:8e1ecefd6452465bc25a6f18bf0c52730a5e53a3bef9ce602b92b98a1dae5359
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null
gaps array · 11 items
[0]
asset:data:geo:GSE112790 licence not read
[1]
asset:data:geo:GSE112790 not downloaded
[2]
asset:data:geo:GSE149614 licence not read
[3]
asset:data:geo:GSE149614 not downloaded
[4]
asset:data:geo:GSE45267 licence not read
[5]
asset:data:geo:GSE45267 not downloaded
[6]
execution.not_run
[7]
method.reader_differs_from_extractor
[8]
review.human_critique
[9]
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[10]
review.machine_critique
assays array · 6 items
[0] object · 11 fields
role
data_generation
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99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 2 items
[0]
YB561 in LIHC tissue samples was analyzed by immunohistochemical staining. The effect of CYB561 on the prolif
[1]
ssion analysis, which includes bulk RNA-Seq, IHC, and scRNA-Seq techniques to comprehensively
order_basis
paper_text_order:693
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
transfection
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
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0.99
evidence array · 2 items
[0]
LIHC cells was investigated by using CYB561 knockdown in vitro. GSE149614 dataset was used to anal
[1]
l formation experiment confirmed that CYB561 knockdown could inhibit the proliferation and migratio
order_basis
paper_text_order:827
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assay:2
[2] object · 11 fields
role
data_generation
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rna_seq
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99e1195c7d6f
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99e1195c7d6f
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0.99
evidence array · 2 items
[0]
tes expression analysis, which includes bulk RNA-Seq, IHC, and scRNA-Seq techniques to comprehens
[1]
comparative survival outcome visualization. Transcriptomic analysis of CYB561 The GSE112790 and GSE4526
order_basis
paper_text_order:3183
id
assay:3
[3] object · 11 fields
role
data_generation
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cell_culture
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99e1195c7d6f
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assay_lexicon
99e1195c7d6f
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0.77
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[0]
re Collection (Manassas, VA). The cells were cultured in an incubator at 37℃ and 5% CO2. 10% FBS(fata
order_basis
paper_text_order:4130
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assay:4
[4] object · 11 fields
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data_generation
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99e1195c7d6f
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assay_lexicon
99e1195c7d6f
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0.93
evidence array · 1 item
[0]
lysis, which includes bulk RNA-Seq, IHC, and scRNA-Seq techniques to comprehensively assess CYB561
order_basis
paper_text_order:5210
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assay:5
[5] object · 11 fields
role
analysis
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survival_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
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cox_ph
support_state
supported
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dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Clinical data from TCGA-LIHC patients were used for clinical correlation analysis and univariate and multivariate COX regression analysis.
order_basis
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39708189", "kind": "science-record", "revision": 3, "content_hash": "sha256:af09379275dd6d6b4db631f0cf4aa1e50c39db75c26387a1a927240fbca2cebf", "created_at": "2026-11-01T20:30:01Z", "updated_at": "2026-11-01T22:13:24Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "CYB561 a potential prognostic biomarker for liver hepatocellular carcinoma.", "doi": "10.1007/s10238-024-01522-w", "pmid": "39708189", "authors": ["Yanchun Zhao", "Jingfang Du", "Jian Zhuo", "Quanai Zhang", "Luxian Dai", "Yubao Tang", "Yao Wang", "Ankang Sheng", "Hanyu Yao", "Weiguang Liu"], "journal": "Clinical and experimental medicine", "year": 2024, "abstract": "Liver hepatocellular carcinoma (LIHC) is a malignancy characterized by a high rate of recurrence, metastasis, and poor prognosis. Cytochrome b561 (CYB561) has been previously reported to be associated with tumor progression, but it has not been revealed in LIHC. The aim of this study was to investigate the prognostic value and potential function of CYB561 in LICH. The expression level, clinical correlation, prognosis, and biological function of CYB561 in LIHC were analyzed using The Cancer Genome Atlas(TCGA), Gene Expression Omnibus (GEO), TIMER2, Kaplan-Meier Plotter, and GEPIA2 databases. The expression of CYB561 in LIHC tissue samples was analyzed by immunohistochemical staining. The effect of CYB561 on the proliferation and migration of LIHC cells was investigated by using CYB561 knockdown in vitro. GSE149614 dataset was used to analyze the expression distribution of CYB561 in LIHC on a single-cell dimension. This study showed that CYB561 mRNA and protein were highly expressed in LIHC. High expression of CYB561 suggests poor prognosis in LICH patients and is an independent risk factor for LIHC. Wound-healing experiment, transwell experiment, and clonal formation experiment confirmed that CYB561 knockdown could inhibit the proliferation and migration of LIHC cells. Functional enrichment analysis showed that CYB561 was related to biological processes such as cell adhesion and immune response. KEGG enrichment analysis showed that CYB561 interacts with tumor-related signaling pathways. Single-cell analysis showed that CYB561 was mainly expressed in hepatocytes. Cells with high CYB561 expression had a higher degree of malignancy. Our study found that abnormal expression of CYB561 in LIHC suggested poor prognosis of LIHC and was related to tumor migration and proliferation. CYB561 is a potential prognostic predictor or therapeutic biomarker.", "claims": [{"id": "claim-method", "statement": "Clinical data from TCGA-LIHC patients were used for clinical correlation analysis and univariate and multivariate COX regression analysis.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39708189", "locator": "sections[7] \"Transcriptomic analysis of CYB561\" paragraph 2", "quote": "Clinical data from TCGA-LIHC patients were used for clinical correlation analysis and univariate and multivariate COX regression analysis."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The data that support the findings of this study are openly available on the TCGA database and the GEO database. No datasets were generated or analyzed during the current study.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39708189", "locator": "sections[27] \"Data Availability\" paragraph 2", "quote": "The data that support the findings of this study are openly available on the TCGA database and the GEO database. No datasets were generated or analyzed during the current study."}], "state": "complete"}, {"id": "claim-target-result", "statement": "High CYB561 expression is associated with poor prognosis in LIHC and CYB561 is an independent risk factor for overall survival.", "kind": "quantitative", "target": {"value": 0.05, "unit": "p-value", "tolerance": null, "source": "patients in the group with high CYB561 mRNA expression had worse OS (p < 0.05, HR = 1.9, Fig. 3A)."}, "evidence": [{"asset": "source:pmid:39708189", "locator": "sections[19] \"CYB561 expression suggests poor prognosis in LIHC\" paragraph 4", "quote": "patients in the group with high CYB561 mRNA expression had worse OS (p < 0.05, HR = 1.9, Fig. 3A)."}, {"asset": "source:pmid:39708189", "locator": "sections[19] \"CYB561 expression suggests poor prognosis in LIHC\" paragraph 4", "quote": "multi-factor COX regression analysis showed that CYB561 was an independent risk factor for OS in LIHC patients (p < 0.05, HR = 1.146, Fig. 3D)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "High CYB561 expression is associated with poor prognosis in LIHC and CYB561 is an independent risk factor for overall survival.", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:39708189"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE112790"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE112790"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39708189", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1007/s10238-024-01522-w", "sha256": "sha256:db588f734d7a11348536d361c62213e74acd79e6e46936feea16e4011fc4a7e7", "bytes": 34734, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1007/s10238-024-01522-w", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11663187", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE112790", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE112790", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE112790", "version": null, "note": "The data that support the findings of this study are openly available on the TCGA database and the GEO database. 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