← All .science files
pmid:38274327
Altered O-linked glycosylation in benign and malignant meningiomas.
Chutima Talabnin · Thanawat Trasaktaweesakul · Pitchanun Jaturutthaweechot · Pundit Asavaritikrai · Dusit Kongnawakun · Atit Silsirivanit · Norie Araki · Krajang Talabnin
PeerJ · 2024 doi:10.7717/peerj.16785
Paper
complete
Experiment
complete
Data
partial
Analysis
partial
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 · 8 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 fields
[2] object · 6 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 · 2 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 68 items
gaps array · 2 items
analysis object · 4 fields
methods array · 1 item
[0] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
targets array · 0 items
gaps array · 1 item
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 · 0 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 1 item
resolved_accessions array · 1 item
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 0 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 · 1 item
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 · 7 items
Complete file
{"sci_version": "1.0", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:38274327", "kind": "science-record", "revision": 2, "content_hash": "sha256:1cace33ba22403c4cf1a8a2200ba936be6933bf164be61e21b3a77a4f3c35445", "created_at": "2026-11-01T19:20:12Z", "updated_at": "2026-11-01T21:32:22Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Altered O-linked glycosylation in benign and malignant meningiomas.", "doi": "10.7717/peerj.16785", "pmid": "38274327", "authors": ["Chutima Talabnin", "Thanawat Trasaktaweesakul", "Pitchanun Jaturutthaweechot", "Pundit Asavaritikrai", "Dusit Kongnawakun", "Atit Silsirivanit", "Norie Araki", "Krajang Talabnin"], "journal": "PeerJ", "year": 2024, "abstract": "Background: Changes in protein glycosylation have been reported in various diseases, including cancer; however, the consequences of altered glycosylation in meningiomas remains undefined. We established two benign meningioma cell lines-SUT-MG12 and SUT-MG14, WHO grade I-and demonstrated the glycan and glycosyltransferase profiles of the mucin-type O-linked glycosylation in the primary benign meningioma cells compared with two malignant meningioma cell lines-HKBMM and IOMM-Lee, WHO grade III. Changes in O-linked glycosylation profiles in malignant meningiomas were proposed.\nMethods: Primary culture technique, morphological analysis, and immunocytochemistry were used to establish and characterize two benign meningioma cell lines. The glycan profiles of the primary benign and malignant meningiomas cell lines were then analyzed using lectin cytochemistry. The gene expression of O-linked glycosyltransferases, mucins, sialyltransferases, and fucosyltransferases were analyzed in benign and malignant meningioma using the GEO database (GEO series GSE16581) and quantitative-PCR (qPCR).\nResults: Lectin cytochemistry revealed that the terminal galactose (Gal) and N-acetyl galactosamine (GalNAc) were highly expressed in primary benign meningioma cells (WHO grade I) compared to malignant meningioma cell lines (WHO grade III). The expression profile of mucin types O-glycosyltransferases in meningiomas were observed through the GEO database and gene expression experiment in meningioma cell lines. In the GEO database, C1GALT1-specific chaperone (COSMC) and mucin 1 (MUC1) were significantly increased in malignant meningiomas (Grade II and III) compared with benign meningiomas (Grade I). Meanwhile, in the cell lines, Core 2 β1,6-N-acetylglucosaminyltransferase-2 (C2GNT2) was highly expressed in malignant meningiomas. We then investigated the complex mucin-type O-glycans structures by determination of sialyltransferases and fucosyltransferases. We found ST3 β-galactoside α-2,3-sialyltransferase 4 (ST3GAL4) was significantly decreased in the GEO database, while ST3GAL1, ST3GAL3, α1,3 fucosyltransferases 1 and 8 (FUT1 and FUT8) were highly expressed in malignant meningioma cell lines-(HKBMM)-compared to primary benign meningioma cells-(SUT-MG12 and SUT-MG14).\nConclusion: Our findings are the first to demonstrate the potential glycosylation changes in the O-linked glycans of malignant meningiomas compared with benign meningiomas, which may play an essential role in the progression, tumorigenesis, and malignancy of meningiomas.", "claims": [{"id": "claim-method", "statement": "The independent t-test was used to determine the differential expression of glycosyltransferase genes between the primary benign meningiomas and the malignant meningiomas.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38274327", "locator": "sections[8] \"Statistical analysis\" paragraph 2", "quote": "The independent t-test was used to determine the differential expression of glycosyltransferase genes between the primary benign meningiomas and the malignant meningiomas."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The raw data of Figures 5, 6, 7, and 8 are available in the Supplemental Files.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38274327", "locator": "sections[23] \"Data Availability\" paragraph 2", "quote": "The raw data of Figures 5, 6, 7, and 8 are available in the Supplemental Files."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The paper found increased expression of selected O-linked glycosylation-related genes in malignant meningiomas and proposed that these changes may contribute to meningioma progression and malignancy.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:38274327", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "Our findings are the first to demonstrate the potential glycosylation changes in the O-linked glycans of malignant meningiomas compared with benign meningiomas, which may play an essential role in the progression, tumorigenesis, and malignancy of meningiomas."}, {"asset": "source:pmid:38274327", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "The gene expression of O-linked glycosyltransferases, mucins, sialyltransferases, and fucosyltransferases were analyzed in benign and malignant meningioma using the GEO database (GEO series GSE16581) and quantitative-PCR (qPCR)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The paper found increased expression of selected O-linked glycosylation-related genes in malignant meningiomas and proposed that these changes may contribute to meningioma progression and malignancy.", "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:38274327"], "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:GSE16581"], "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:GSE16581"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:38274327", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.7717/peerj.16785", "sha256": "sha256:aa81c38a837d0f245256ce3950cb2e2d3448917562b9549d2bf6c345e318ccb3", "bytes": 47782, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.7717/peerj.16785", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC10809981", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE16581", "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=GSE16581", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE16581", "version": null, "note": "The raw data of Figures 5, 6, 7, and 8 are available in the Supplemental Files.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The raw data of Figures 5, 6, 7, and 8 are available in the Supplemental Files.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM416798", "GSM416799", "GSM416800", "GSM416801", "GSM416802", "GSM416803", "GSM416804", "GSM416805", "GSM416806", "GSM416807", "GSM416808", "GSM416809", "GSM416810", "GSM416811", "GSM416812", "GSM416813", "GSM416814", "GSM416815", "GSM416816", "GSM416817", "GSM416818", "GSM416819", "GSM416820", "GSM416821", "GSM416822", "GSM416823", "GSM416824", "GSM416825", "GSM416826", "GSM416827", "GSM416828", "GSM416829", "GSM416830", "GSM416831", "GSM416832", "GSM416833", "GSM416834", "GSM416835", "GSM416836", "GSM416837", "GSM416838", "GSM416839", "GSM416840", "GSM416841", "GSM416842", "GSM416843", "GSM416844", "GSM416845", "GSM416846", "GSM416847", "GSM416848", "GSM416849", "GSM416850", "GSM416851", "GSM416852", "GSM416853", "GSM416854", "GSM416855", "GSM416856", "GSM416857", "GSM416858", "GSM416859", "GSM416860", "GSM416861", "GSM416862", "GSM416863", "GSM416864", "GSM416865"], "sample_count": 68, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Genomic landscape of meningiomas: gene expression", "resolution_checked_at": "2026-11-01T19:09:46Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE16581 not downloaded", "asset:data:geo:GSE16581 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": null, "specific": null, "label": "Independent t-test", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The independent t-test was used to determine the differential expression of glycosyltransferase genes between the primary benign meningiomas and the malignant meningiomas."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "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": "blocked", "tier": "R4", "blocking_axis": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (Independent t-test), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "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": ["GSE16581"], "resolved_accessions": ["GSE16581"], "statements": ["The raw data of Figures 5, 6, 7, and 8 are available in the Supplemental Files."], "basis": "The paper names GSE16581 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": [], "assets": ["source:pmid:38274327", "data:geo:GSE16581"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE16581"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:06:43Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 14745, "completion_tokens": 1385, "cached_tokens": 256}}, "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:38274327", "type": "paper", "label": "pmid:38274327"}, {"id": "source:pmid:38274327", "type": "manuscript", "label": "PMID 38274327 full text"}, {"id": "data:geo:GSE16581", "type": "dataset", "label": "GEO GSE16581"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:38274327", "type": "paper", "label": "pmid:38274327"}, {"id": "source:pmid:38274327", "type": "manuscript", "label": "PMID 38274327 full text"}, {"id": "data:geo:GSE16581", "type": "dataset", "label": "GEO GSE16581"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-38274327", "type": "extraction", "used": ["source:pmid:38274327"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE16581", "type": "accession_resolution", "used": ["data:geo:GSE16581"], "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:38274327", "parent_hash": "sha256:b9b9f5c975edd3abb355aa618fc414655a231ccc7f0f169512631ccade8ed8d7", "fork_of": null, "generation": 1}, "gaps": ["asset:data:geo:GSE16581 licence not read", "asset:data:geo:GSE16581 not downloaded", "execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique"]}