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pmid:39574474

hsa-miR-181a-5p inhibits glioblastoma development via the MAPK pathway: in-silico and in-vitro study.

Mahdi Abdoli Shadbad · Behzad Baradaran

Oncology research · 2024 doi:10.32604/or.2024.051569

Paper

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Data

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title
hsa-miR-181a-5p inhibits glioblastoma development via the MAPK pathway: in-silico and in-vitro study.
doi
10.32604/or.2024.051569
pmid
39574474
authors array · 2 items
[0]
Mahdi Abdoli Shadbad
[1]
Behzad Baradaran
journal
Oncology research
year
2024
abstract
Background: Glioblastoma remains a highly invasive primary brain malignancy with an undesirable prognosis. Growing evidence has shed light on the importance of microRNAs (miRs), as small non-coding RNAs, in tumor development and progression. The present study leverages the in-silico and in-vitro techniques to investigate the significance of hsa-miR-181a-5p and the underlying hsa-miR-181a-5p-meidated signaling pathway in glioblastoma development. Methods: Bioinformatic studies were performed on GSE158284, GSE108474 (REMBRANDT study), TCGA-GTEx, CCLE, GeneMANIA, Reactome, WikiPathways, KEGG, miRDB, and microT-CDS to identify the significance of hsa-miR-181a-5p and its underlying target. Afterward, the U373 cell line was selected and transfected with hsa-miR-181a-5p mimics, and the cell viability, clonogenicity, migration, mRNA expression, apoptosis, and cell cycle were studied using the MTT assay, colony formation test, migration assay, qRT-PCR, and flow cytometry respectively. Results: hsa-miR-181a-5p expression is decreased in glioblastoma samples. The in-silico results have shown that hsa-miR-181a-5p could regulate the MAPK pathway by targeting AKT3. The experimental assays have shown that hsa-miR-181a-5p decreases the migration of glioblastoma cells, arrests the cell cycle, and increases the apoptosis rate. Besides downregulating MMP9 and upregulating BAX, hsa-miR-181a-5p downregulates MET, MAP2K1, MAPK1, MAPK3, and AKT3 expression in U373 cells. The in-vitro results were consistent with in-silico results regarding the regulatory effect of hsa-miR-181a-5p on the MAPK pathway, leading to tumor suppression in glioblastoma. Conclusions: hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway.
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The unpaired student t-test was employed for statistical analysis comparing two groups, whereas the one-way ANOVA was utilized for comparing 2 < groups. The Shapiro–Wilk test was utilized to study the normality of the data, and the F test was used to compare the variance of data in the unpaired student t-tests. The p-values below 0.05 were statistically significant.
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sections[13] "Statistical analysis" paragraph 2
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The unpaired student t-test was employed for statistical analysis comparing two groups, whereas the one-way ANOVA was utilized for comparing 2 < groups. The Shapiro–Wilk test was utilized to study the normality of the data, and the F test was used to compare the variance of data in the unpaired student t-tests. The p-values below 0.05 were statistically significant.
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The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/).
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sections[27] "Availability of Data and Materials" paragraph 2
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The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/).
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hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway.
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hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway.
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hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway.
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The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/).
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sample_count
550
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
The REMBRANDT study – a large collection of genomic data from brain cancer patients [gene expression]
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE158284
role
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sha256
null
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null
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version
null
note
The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/).
structure object · 15 fields
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GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/).
access_statement_kind
data_availability_statement
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GSM4796383
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[40]
GSM4796423
sample_count
41
group_sizes
null
group_sizes_basis
null
platform
13264
taxon
Homo sapiens
title
High-throughput microRNA profile in adult and pediatric primary glioblastomas: the role of miR-10b-5p and miR-630 in the tumor aggressiveness
resolution_checked_at
2026-11-01T19:09:46Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 4 items
[0]
asset:data:geo:GSE108474 not downloaded
[1]
asset:data:geo:GSE108474 licence not read
[2]
asset:data:geo:GSE158284 not downloaded
[3]
asset:data:geo:GSE158284 licence not read
analysis object · 4 fields
state
partial
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[0] object · 10 fields
id
method-1
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group_comparison
specific
student_t_test
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dsl_operations array · 0 items
missing_operations array · 1 item
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student_t
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false
parameters object · 0 fields
data_shapes array · 1 item
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two_or_more_groups_continuous
evidence object · 3 fields
score
1
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quote
The unpaired student t-test was employed for statistical analysis comparing two groups, whereas the one-way ANOVA was utilized for comparing 2 < groups. The Shapiro–Wilk test was utilized to study the normality of the data, and the F test was used to compare the variance of data in the unpaired student t-tests. The p-values below 0.05 were statistically significant.
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two_or_more_groups_continuous
evidence object · 3 fields
score
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ANOVA
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clustering
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[0]
hierarchical_cluster
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
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feature_matrix
evidence object · 3 fields
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0.8
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targets array · 0 items
gaps array · 1 item
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method.student_t
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
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assay_families array · 9 items
[0]
meta_analysis
[1]
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molecular_docking
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network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
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expressible
false
required_operations array · 0 items
missing_operations array · 1 item
[0]
student_t
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: student_t_test.
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 · 2 items
[0]
GSE158284
[1]
GSE108474
resolved_accessions array · 2 items
[0]
GSE158284
[1]
GSE108474
statements array · 1 item
[0]
The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/).
basis
The paper names GSE158284, GSE108474 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 · 0 items
assets array · 2 items
[0]
source:pmid:39574474
[1]
data:geo:GSE108474
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[0] object · 3 fields
operation
student_t
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null
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[0]
data:geo:GSE108474
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review object · 5 fields
state
partial
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kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T19:39:32Z
independence
single_reader
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method
verbatim
availability
verbatim
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5
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extraction
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complete
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review.human_critique
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null
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execution.not_run
provenance object · 7 fields
entities array · 3 items
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pmid:39574474
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paper
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pmid:39574474
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id
source:pmid:39574474
type
manuscript
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PMID 39574474 full text
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data:geo:GSE108474
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dataset
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GEO GSE108474
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paper
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[1] object · 3 fields
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source:pmid:39574474
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type
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GEO GSE108474
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agent:corpus-assay-engine
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activity-read-39574474
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extraction
used array · 1 item
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agent:minimax-reader
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activity-resolve-GSE108474
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accession_resolution
used array · 1 item
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agent:corpus-assay-engine
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agent:corpus-assay-engine
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[0] object · 11 fields
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transfection
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99e1195c7d6f
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[0]
terward, the U373 cell line was selected and transfected with hsa-miR-181a-5p mimics, and the cell vi
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paper_text_order:798
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assay:1
[1] object · 11 fields
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data_generation
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apoptosis_assay
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99e1195c7d6f
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[0]
, clonogenicity, migration, mRNA expression, apoptosis, and cell cycle were studied using the MTT a
[1]
s, arrests the cell cycle, and increases the apoptosis rate. Besides downregulating MMP9 and upregu
[2]
tosis, and cell cycle were studied using the MTT assay, colony formation test, migration assa
[3]
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paper_text_order:1019
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assay:3
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analysis
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group_comparison
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f2132e96ae6c7a4e
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[0]
The unpaired student t-test was employed for statistical analysis comparing two groups, whereas the one-way ANOVA was utilized for comparing 2 < groups. The Shapiro–Wilk test was utilized to study the normality of the data, and the F test was used to compare the variance of data in the unpaired student t-tests. The p-values below 0.05 were statistically significant.
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39574474", "kind": "science-record", "revision": 4, "content_hash": "sha256:bb70bda759835db099e82307c721c745550368f21b81bcad839d6e8b9a8feb15", "created_at": "2026-11-01T20:29:50Z", "updated_at": "2026-11-01T22:55:39Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "hsa-miR-181a-5p inhibits glioblastoma development via the MAPK pathway: in-silico and in-vitro study.", "doi": "10.32604/or.2024.051569", "pmid": "39574474", "authors": ["Mahdi Abdoli Shadbad", "Behzad Baradaran"], "journal": "Oncology research", "year": 2024, "abstract": "Background: Glioblastoma remains a highly invasive primary brain malignancy with an undesirable prognosis. Growing evidence has shed light on the importance of microRNAs (miRs), as small non-coding RNAs, in tumor development and progression. The present study leverages the in-silico and in-vitro techniques to investigate the significance of hsa-miR-181a-5p and the underlying hsa-miR-181a-5p-meidated signaling pathway in glioblastoma development.\nMethods: Bioinformatic studies were performed on GSE158284, GSE108474 (REMBRANDT study), TCGA-GTEx, CCLE, GeneMANIA, Reactome, WikiPathways, KEGG, miRDB, and microT-CDS to identify the significance of hsa-miR-181a-5p and its underlying target. Afterward, the U373 cell line was selected and transfected with hsa-miR-181a-5p mimics, and the cell viability, clonogenicity, migration, mRNA expression, apoptosis, and cell cycle were studied using the MTT assay, colony formation test, migration assay, qRT-PCR, and flow cytometry respectively.\nResults: hsa-miR-181a-5p expression is decreased in glioblastoma samples. The in-silico results have shown that hsa-miR-181a-5p could regulate the MAPK pathway by targeting AKT3. The experimental assays have shown that hsa-miR-181a-5p decreases the migration of glioblastoma cells, arrests the cell cycle, and increases the apoptosis rate. Besides downregulating MMP9 and upregulating BAX, hsa-miR-181a-5p downregulates MET, MAP2K1, MAPK1, MAPK3, and AKT3 expression in U373 cells. The in-vitro results were consistent with in-silico results regarding the regulatory effect of hsa-miR-181a-5p on the MAPK pathway, leading to tumor suppression in glioblastoma.\nConclusions: hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway.", "claims": [{"id": "claim-method", "statement": "The unpaired student t-test was employed for statistical analysis comparing two groups, whereas the one-way ANOVA was utilized for comparing 2 < groups. The Shapiro–Wilk test was utilized to study the normality of the data, and the F test was used to compare the variance of data in the unpaired student t-tests. The p-values below 0.05 were statistically significant.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39574474", "locator": "sections[13] \"Statistical analysis\" paragraph 2", "quote": "The unpaired student t-test was employed for statistical analysis comparing two groups, whereas the one-way ANOVA was utilized for comparing 2 < groups. The Shapiro–Wilk test was utilized to study the normality of the data, and the F test was used to compare the variance of data in the unpaired student t-tests. The p-values below 0.05 were statistically significant."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39574474", "locator": "sections[27] \"Availability of Data and Materials\" paragraph 2", "quote": "The datasets analyzed during the current study are available in the GSE158284 (https://www.ncbi.nlm.nih.gov/geo/), GSE108474 (https://www.ncbi.nlm.nih.gov/geo/), TCGA-GTEx (http://gepia.cancer-pku.cn/), and CCLE (https://sites.broadinstitute.org/ccle/)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39574474", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "hsa-miR-181a-5p inhibits glioblastoma development partially by regulating the signaling factors of the MAPK pathway.", "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:39574474"], "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. 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