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pmid:39552709

Investigation of CST7 and hsa-miR-4793-5p gene expression in breast cancer.

Niloufar Sadat Kalaki · Mozhgan Ahmadzadeh · Mandana Dehghan · Venus Shahabi Rabori · Sima Davoudi · Hamed Afkhami

Biochemistry and biophysics reports · 2024 doi:10.1016/j.bbrep.2024.101863

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Experiment

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Data

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title
Investigation of CST7 and hsa-miR-4793-5p gene expression in breast cancer.
doi
10.1016/j.bbrep.2024.101863
pmid
39552709
authors array · 6 items
[0]
Niloufar Sadat Kalaki
[1]
Mozhgan Ahmadzadeh
[2]
Mandana Dehghan
[3]
Venus Shahabi Rabori
[4]
Sima Davoudi
[5]
Hamed Afkhami
journal
Biochemistry and biophysics reports
year
2024
abstract
Breast cancer (BC) presents as a worldwide challenge, known as the most frequently diagnosed cancer in women. In 2022, BC was diagnosed in 2.3 million women with 670,000 deaths globally. In this research, our objective was to examine the CST7 and has-miR-4793-5p gene expression in BC tumor tissues and adjacent normal tissues. Using GSE57897 gene expression data from 422 BC samples and 31 breast samples from healthy controls which was based on the Platform GPL18722 (spotted oligonucleotide Homo sapiens microRNA (miRNA) array) in the Gene Expression Omnibus (GEO) and compare with miRNAs with a conserved target location on CST7 mRNA were found using databases. The study population included 60 fresh BC tissue samples and adjacent normal tissues as control. The Quantitative Real-Time PCR was used to evaluate the expression levels of CST7 and has-miR-4793-5p in the breast tissues. The present study, found that CST7 and hsa-miR-4793-5p were significantly increased in tumoral tissues in compare to normal tissues. Further analysis revealed a remarkable association between CST7 and hsa-miR-4793-5p gene expression alteration. ROC curve analysis demonstrated high accuracy for CST7 expression in BC tumors. Comparison of gene expression between different stages and patient family history showed significant findings. Due to the high sensitivity and specificity of the expression changes of these two genes, they are suitable candidates for further investigations to be considered as part of a diagnosis and prognosis panel.
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The t-test was employed to ascertain the rate of change in expression data, ROC curve analysis was used to evaluate sensitivity and specificity and AUC was used for reporting.
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The t-test was employed to ascertain the rate of change in expression data, ROC curve analysis was used to evaluate sensitivity and specificity and AUC was used for reporting.
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CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B).
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CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B).
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sections[10] "CST7 and hsa-miR-4793-5p gene expression" paragraph 2
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CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B).
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CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B).
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diagnostic_evaluation
specific
roc
label
Diagnostic test evaluation
dsl_operations array · 6 items
[0]
confusion_counts
[1]
roc_curve
[2]
sensitivity_specificity
[3]
solve_confusion_matrix
[4]
classification_metrics
[5]
published_precision_envelope
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
reference_standard_and_test
evidence object · 3 fields
score
1
band
verbatim
quote
The t-test was employed to ascertain the rate of change in expression data, ROC curve analysis was used to evaluate sensitivity and specificity and AUC was used for reporting.
targets array · 2 items
[0] object · 8 fields
id
target-published-estimate
claim_id
claim-target-result
operation
classification_metrics
unit
fold change
tolerance
null
state
complete
note
The published estimate as the reader quoted it from the paper. No tolerance is published because the paper states none.
[1] object · 8 fields
id
target-published-estimate-p-value
claim_id
claim-target-result
operation
classification_metrics
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 · 0 items
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 · 6 items
[0]
confusion_counts
[1]
roc_curve
[2]
sensitivity_specificity
[3]
solve_confusion_matrix
[4]
classification_metrics
[5]
published_precision_envelope
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: roc.
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 · 1 item
[0]
GSE57897
resolved_accessions array · 1 item
[0]
GSE57897
statements array · 1 item
[0]
Data will be made available on request.
basis
The paper names GSE57897 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 6 items
[0]
confusion_counts
[1]
roc_curve
[2]
sensitivity_specificity
[3]
solve_confusion_matrix
[4]
classification_metrics
[5]
published_precision_envelope
assets array · 2 items
[0]
source:pmid:39552709
[1]
data:geo:GSE57897
steps array · 1 item
[0]
run_analysis
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE57897
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
2026-11-01T19:38:43Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
10160
completion_tokens
2102
cached_tokens
256
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 3 items
[0] object · 3 fields
id
pmid:39552709
type
paper
label
pmid:39552709
[1] object · 3 fields
id
source:pmid:39552709
type
manuscript
label
PMID 39552709 full text
[2] object · 3 fields
id
data:geo:GSE57897
type
dataset
label
GEO GSE57897
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:39552709
type
paper
label
pmid:39552709
[1] object · 3 fields
id
source:pmid:39552709
type
manuscript
label
PMID 39552709 full text
[2] object · 3 fields
id
data:geo:GSE57897
type
dataset
label
GEO GSE57897
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-39552709
type
extraction
used array · 1 item
[0]
source:pmid:39552709
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE57897
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE57897
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:39552709
parent_hash
sha256:a148e816f3f2a18ed6f7d6ef62901e9fb56820de09ce1a479701cd3b9d4f8681
fork_of
null
gaps array · 6 items
[0]
asset:data:geo:GSE57897 licence not read
[1]
asset:data:geo:GSE57897 not downloaded
[2]
execution.not_run
[3]
review.human_critique
[4]
review.independent_reader
[5]
review.machine_critique
assays array · 2 items
[0] object · 11 fields
role
data_generation
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
normal tissues as control. The Quantitative Real-Time PCR was used to evaluate the expression levels o
order_basis
paper_text_order:812
id
assay:1
[1] object · 11 fields
role
analysis
definition_id
diagnostic_evaluation
definition_version
f2132e96ae6c7a4e
required_operations array · 6 items
[0]
confusion_counts
[1]
roc_curve
[2]
sensitivity_specificity
[3]
solve_confusion_matrix
[4]
classification_metrics
[5]
published_precision_envelope
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
The t-test was employed to ascertain the rate of change in expression data, ROC curve analysis was used to evaluate sensitivity and specificity and AUC was used for reporting.
order_basis
consumes_earlier_output
id
assay:2
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39552709", "kind": "science-record", "revision": 4, "content_hash": "sha256:956f61075c909ddc7ed7af38c83a9d5f19db1a1d7e78924b23bcb56cd6608b48", "created_at": "2026-11-01T20:29:49Z", "updated_at": "2026-11-01T22:55:37Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Investigation of CST7 and hsa-miR-4793-5p gene expression in breast cancer.", "doi": "10.1016/j.bbrep.2024.101863", "pmid": "39552709", "authors": ["Niloufar Sadat Kalaki", "Mozhgan Ahmadzadeh", "Mandana Dehghan", "Venus Shahabi Rabori", "Sima Davoudi", "Hamed Afkhami"], "journal": "Biochemistry and biophysics reports", "year": 2024, "abstract": "Breast cancer (BC) presents as a worldwide challenge, known as the most frequently diagnosed cancer in women. In 2022, BC was diagnosed in 2.3 million women with 670,000 deaths globally. In this research, our objective was to examine the CST7 and has-miR-4793-5p gene expression in BC tumor tissues and adjacent normal tissues. Using GSE57897 gene expression data from 422 BC samples and 31 breast samples from healthy controls which was based on the Platform GPL18722 (spotted oligonucleotide Homo sapiens microRNA (miRNA) array) in the Gene Expression Omnibus (GEO) and compare with miRNAs with a conserved target location on CST7 mRNA were found using databases. The study population included 60 fresh BC tissue samples and adjacent normal tissues as control. The Quantitative Real-Time PCR was used to evaluate the expression levels of CST7 and has-miR-4793-5p in the breast tissues. The present study, found that CST7 and hsa-miR-4793-5p were significantly increased in tumoral tissues in compare to normal tissues. Further analysis revealed a remarkable association between CST7 and hsa-miR-4793-5p gene expression alteration. ROC curve analysis demonstrated high accuracy for CST7 expression in BC tumors. Comparison of gene expression between different stages and patient family history showed significant findings. Due to the high sensitivity and specificity of the expression changes of these two genes, they are suitable candidates for further investigations to be considered as part of a diagnosis and prognosis panel.", "claims": [{"id": "claim-method", "statement": "The t-test was employed to ascertain the rate of change in expression data, ROC curve analysis was used to evaluate sensitivity and specificity and AUC was used for reporting.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39552709", "locator": "sections[7] \"Statistical analysis\" paragraph 2", "quote": "The t-test was employed to ascertain the rate of change in expression data, ROC curve analysis was used to evaluate sensitivity and specificity and AUC was used for reporting."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data will be made available on request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39552709", "locator": "sections[20] \"Data availability\" paragraph 2", "quote": "Data will be made available on request."}], "state": "complete"}, {"id": "claim-target-result", "statement": "CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B).", "kind": "quantitative", "target": {"value": 3.91, "unit": "fold change", "tolerance": null, "source": "CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B)."}, "evidence": [{"asset": "source:pmid:39552709", "locator": "sections[10] \"CST7 and hsa-miR-4793-5p gene expression\" paragraph 2", "quote": "CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "CST7 and hsa-miR-4793-5p expression demonstrated 2.99 (P < 0.0001) and 3.91-fold (P < 0.0001) increase in tumoral tissues respectively (Fig. 3A and B).", "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:39552709"], "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:GSE57897"], "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:GSE57897"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39552709", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.bbrep.2024.101863", "sha256": 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