← All .science files
pmid:38655096
hsa-miR-34a-5p enhances temozolomide anti-tumoral effects on glioblastoma: in-silico and in-vitro study.
Mahdi Abdoli Shadbad · Amir Baghbanzadeh · Behzad Baradaran
EXCLI journal · 2024 doi:10.17179/excli2023-6404
Paper
complete
Experiment
complete
Data
partial
Analysis
complete
Execution
absent
Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
paper object · 10 fields
authors array · 3 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
evidence array · 1 item
[0] object · 3 fields
[2] object · 6 fields
target object · 4 fields
evidence array · 2 items
[0] object · 3 fields
[1] object · 3 fields
gaps array · 0 items
experiment object · 8 fields
steps array · 3 items
[0] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 0 items
data object · 3 fields
assets array · 4 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 15 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 44 items
[3] object · 15 fields
structure object · 15 fields
sample_accessions array · 25 items
gaps array · 6 items
analysis object · 4 fields
methods array · 1 item
[0] object · 10 fields
dsl_operations array · 4 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
targets array · 1 item
[0] object · 8 fields
gaps array · 0 items
capability object · 3 fields
requirements array · 1 item
[0] object · 6 fields
assay_families array · 9 items
gaps array · 0 items
readiness object · 8 fields
axes object · 3 fields
method object · 5 fields
required_operations array · 4 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 3 items
resolved_accessions array · 3 items
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 4 items
assets array · 2 items
steps array · 1 item
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
gaps array · 0 items
review object · 5 fields
machine_critique object · 5 fields
reader object · 5 fields
evidence_check object · 2 fields
usage object · 3 fields
stages array · 1 item
[0] object · 4 fields
gaps array · 3 items
provenance object · 7 fields
entities array · 3 items
activities array · 3 items
[0] object · 4 fields
used array · 3 items
[0] object · 3 fields
[1] object · 3 fields
[2] object · 3 fields
[1] object · 4 fields
agents array · 2 items
lineage object · 4 fields
gaps array · 10 items
assays array · 6 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[1] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[2] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[3] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 4 items
[4] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[5] object · 11 fields
required_operations array · 4 items
source_hashes object · 1 field
evidence array · 1 item
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:38655096", "kind": "science-record", "revision": 4, "content_hash": "sha256:cd798e8aa94e4fec5027883b735d99dbd731d4e98c585b3c1326ee53d0bc60db", "created_at": "2026-11-01T19:20:37Z", "updated_at": "2026-11-01T22:54:12Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "hsa-miR-34a-5p enhances temozolomide anti-tumoral effects on glioblastoma: in-silico and in-vitro study.", "doi": "10.17179/excli2023-6404", "pmid": "38655096", "authors": ["Mahdi Abdoli Shadbad", "Amir Baghbanzadeh", "Behzad Baradaran"], "journal": "EXCLI journal", "year": 2024, "abstract": "Glioblastoma multiform (GBM) is a commonly diagnosed brain neoplasm with a poor prognosis. Accumulating evidence has highlighted the significance of microRNA (miR) dysregulation in tumor development and progression. This study investigated the effect of hsa-miR-34a-5p and its combination with temozolomide on GBM, the related molecular mechanisms, and the signaling pathway using in-silico and in-vitro approaches. The in-silico tumor bulk and single-cell RNA sequencing analyses were done on TCGA-GTEx, CGGA, GSE13276, GSE90603, and GSE182109 datasets. After selecting the A172 cell line, hsa-miR-34a-5p mimics were transfected, and the cell viability, migration, cell cycle, clonogenicity, and apoptosis of studied groups were studied using MTT, scratch, flow cytometry, colony formation, and Annexin V/PI assays. The mRNA expression of CASP9, CASP3, CASP8, MMP2, CD44, CDK6, CDK4, CCND1, RAF1, MAP2K1, MET, SRC, and CD274 was studied using qRT-PCR method. hsa-miR-34a-5p downregulated RAF1 expression, as the signaling factor of the MAPK pathway. The combined treatment significantly downregulated the expression of MET, SRC, and MAP2K1, leading to the inhibition of the MET/MAPK pathway compared to temozolomide. Besides exerting anti-tumoral effects on the cell viability, migration, cell cycle, apoptosis, and clonogenicity of A172 cells, its combination with temozolomide enhanced temozolomide anti-tumoral effect. Compared to temozolomide, the combined treatment significantly decreased CDK4, CDK6, CCND1, and MMP2 expression. hsa-miR-34a-5p targets RAF1, as the signaling factor of the MAPK pathway, and potentiates the temozolomide anti-tumoral effect on A172 cells.", "claims": [{"id": "claim-method", "statement": "To conduct statistical comparisons between more than two groups, the one-way ANOVA was used.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38655096", "locator": "sections[17] \"Statistical analyses\" paragraph 2", "quote": "To conduct statistical comparisons between more than two groups, the one-way ANOVA was used."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44]).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38655096", "locator": "sections[5] \"Bioinformatic tools\" paragraph 2", "quote": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44])."}], "state": "complete"}, {"id": "claim-target-result", "statement": "hsa-miR-34a-5p significantly arrests the A172 cell cycle at the sub-G1 phase and potentiates temozolomide-mediated sub-G1 arrest.", "kind": "quantitative", "target": {"value": 0.0001, "unit": "p-value", "tolerance": null, "source": "It has been found that hsa-miR-34a-5p significantly arrests the cell cycle at the sub-G1 phase in A172 cells (P-value < 0.0001) (Figure 10A, B(Fig. 10))."}, "evidence": [{"asset": "source:pmid:38655096", "locator": "sections[28] \"hsa-miR-34a-5p ectopic expression increases the anti-tumoral effect of temozolomide on the A172 cell cycle\" paragraph 2", "quote": "It has been found that hsa-miR-34a-5p significantly arrests the cell cycle at the sub-G1 phase in A172 cells (P-value < 0.0001) (Figure 10A, B(Fig. 10))."}, {"asset": "source:pmid:38655096", "locator": "sections[28] \"hsa-miR-34a-5p ectopic expression increases the anti-tumoral effect of temozolomide on the A172 cell cycle\" paragraph 2", "quote": "Also, hsa-miR-34a-5p significantly increases the temozolomide-mediated cell cycle arrests at the sub-G1 of A172 cells (P-value < 0.0001) (Figure 10A, B(Fig. 10))."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "hsa-miR-34a-5p significantly arrests the A172 cell cycle at the sub-G1 phase and potentiates temozolomide-mediated sub-G1 arrest.", "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:38655096"], "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:GSE13276"], "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:GSE13276"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:38655096", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.17179/excli2023-6404", "sha256": "sha256:2c0d57ef62ec637d16193e45d7a8807115dc0ba392bb1be7b3ced8c298cb2a86", "bytes": 33099, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.17179/excli2023-6404", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11036064", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE13276", "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=GSE13276", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE13276", "version": null, "note": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44]).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44]).", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM335185", "GSM335186", "GSM335187", "GSM335188", "GSM335189", "GSM335190", "GSM335191", "GSM335192", "GSM335193", "GSM335194", "GSM335195", "GSM335196", "GSM335197", "GSM335198", "GSM335199"], "sample_count": 15, "group_sizes": null, "group_sizes_basis": null, "platform": "96", "taxon": "Homo sapiens", "title": "Candidate genes for the recurrence of glioblastoma multiforme identified by microarray ", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE182109", "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=GSE182109", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE182109", "version": null, "note": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44]).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44]).", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM5518596", "GSM5518597", "GSM5518598", "GSM5518599", "GSM5518600", "GSM5518601", "GSM5518602", "GSM5518603", "GSM5518604", "GSM5518605", "GSM5518606", "GSM5518607", "GSM5518608", "GSM5518609", "GSM5518610", "GSM5518611", "GSM5518612", "GSM5518613", "GSM5518614", "GSM5518615", "GSM5518616", "GSM5518617", "GSM5518618", "GSM5518619", "GSM5518620", "GSM5518621", "GSM5518622", "GSM5518623", "GSM5518624", "GSM5518625", "GSM5518626", "GSM5518627", "GSM5518628", "GSM5518629", "GSM5518630", "GSM5518631", "GSM5518632", "GSM5518633", "GSM5518634", "GSM5518635", "GSM5518636", "GSM5518637", "GSM5518638", "GSM5518639"], "sample_count": 44, "group_sizes": null, "group_sizes_basis": null, "platform": "20301;28038", "taxon": "Homo sapiens", "title": "A glioma immune cell atlas identifies prognostic macrophage signatures and a novel immunotherapy target, S100A4", "resolution_checked_at": "2026-11-01T19:09:46Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE90603", "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=GSE90603", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE90603", "version": null, "note": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44]).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44]).", "access_statement_kind": "repository_route_statement", "sample_accessions": ["GSM2407549", "GSM2407550", "GSM2407551", "GSM2407552", "GSM2407553", "GSM2407554", "GSM2407555", "GSM2407556", "GSM2407557", "GSM2407558", "GSM2407559", "GSM2407560", "GSM2407561", "GSM2407562", "GSM2407563", "GSM2407564", "GSM2407565", "GSM2407566", "GSM2407567", "GSM2407568", "GSM2407569", "GSM2407570", "GSM2407571", "GSM2407572", "GSM2407573"], "sample_count": 25, "group_sizes": null, "group_sizes_basis": null, "platform": "21572", "taxon": "synthetic construct; Homo sapiens", "title": "miRNA Expression data from Glioblastoma Multiforme patient tumor samples, healthy brain tissue (partly from GBM patients) and NHA cell line and Human fetal astrocyte cell line", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE13276 not downloaded", "asset:data:geo:GSE13276 licence not read", "asset:data:geo:GSE182109 not downloaded", "asset:data:geo:GSE182109 licence not read", "asset:data:geo:GSE90603 not downloaded", "asset:data:geo:GSE90603 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "To conduct statistical comparisons between more than two groups, the one-way ANOVA was used."}}], "targets": [{"id": "target-published-estimate", "claim_id": "claim-target-result", "operation": "bootstrap_mean_difference", "expected_value": 0.0001, "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": []}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova."}, "capability": {"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": {"tier": "R1", "reachable": true, "accessions": ["GSE13276", "GSE90603", "GSE182109"], "resolved_accessions": ["GSE13276", "GSE90603", "GSE182109"], "statements": ["The correlational study between hsa-miR-34a-5p and RAF1 was done based on the TCGA-GBM dataset from cBioPortal, and the prognostic studies were conducted based on the CGGA dataset (Cerami et al., 2012[8]; Zhao et al., 2021[44])."], "basis": "The paper names GSE13276, GSE90603, GSE182109 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:38655096", "data:geo:GSE13276"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE13276"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:16:39Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": null}, "calls": 5, "usage": {"prompt_tokens": 11219, "completion_tokens": 2551, "cached_tokens": 0}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:38655096", "type": "paper", "label": "pmid:38655096"}, {"id": "source:pmid:38655096", "type": "manuscript", "label": "PMID 38655096 full text"}, {"id": "data:geo:GSE13276", "type": "dataset", "label": "GEO GSE13276"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:38655096", "type": "paper", "label": "pmid:38655096"}, {"id": "source:pmid:38655096", "type": "manuscript", "label": "PMID 38655096 full text"}, {"id": "data:geo:GSE13276", "type": "dataset", "label": "GEO GSE13276"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-38655096", "type": "extraction", "used": ["source:pmid:38655096"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE13276", "type": "accession_resolution", "used": ["data:geo:GSE13276"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"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": {"parent_id": "pmid:38655096", "parent_hash": "sha256:6ab4e7a2421770f9f5f743631279e47e6843de5c29dc6853de80e9c65a92efa8", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE13276 licence not read", "asset:data:geo:GSE13276 not downloaded", "asset:data:geo:GSE182109 licence not read", "asset:data:geo:GSE182109 not downloaded", "asset:data:geo:GSE90603 licence not read", "asset:data:geo:GSE90603 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "scrna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "unsupported", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["tro approaches. The in-silico tumor bulk and single-cell RNA sequencing analyses were done on TCGA-GTEx, CGGA, GSE13"], "order_basis": "paper_text_order:505", "id": "assay:1"}, {"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["es. The in-silico tumor bulk and single-cell RNA sequencing analyses were done on TCGA-GTEx, CGGA, GSE13"], "order_basis": "paper_text_order:517", "id": "assay:2"}, {"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.85, "evidence": ["e A172 cell line, hsa-miR-34a-5p mimics were transfected, and the cell viability, migration, cell cyc"], "order_basis": "paper_text_order:678", "id": "assay:3"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["y, migration, cell cycle, clonogenicity, and apoptosis of studied groups were studied using MTT, sc", "n the cell viability, migration, cell cycle, apoptosis, and clonogenicity of A172 cells, its combin", "ratch, flow cytometry, colony formation, and Annexin V/PI assays. The mRNA expression of CASP9, CAS", "optosis of studied groups were studied using MTT, scratch, flow cytometry, colony formation,"], "order_basis": "paper_text_order:757", "id": "assay:4"}, {"role": "data_generation", "definition_id": "flow_cytometry", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["died groups were studied using MTT, scratch, flow cytometry, colony formation, and Annexin V/PI assays."], "order_basis": "paper_text_order:818", "id": "assay:5"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["To conduct statistical comparisons between more than two groups, the one-way ANOVA was used."], "order_basis": "consumes_earlier_output", "id": "assay:6"}]}