← All .science files
pmid:38254070
Sequential gene expression analysis of myelodysplastic syndrome transformation identifies HOXB3 and HOXB7 as the novel targets for mesenchymal cells in disease.
Chunlai Yin · Yanqi Li · Cheng Zhang · Shizhu Zang · Zilong Wang · Xue Yan · Tonghui Ma · Xia Li · Weiping Li
BMC cancer · 2024 doi:10.1186/s12885-024-11859-w
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 · 9 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
evidence array · 2 items
[0] 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 · 12 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 18 items
[3] object · 15 fields
structure object · 15 fields
sample_accessions array · 14 items
gaps array · 6 items
analysis object · 4 fields
methods array · 4 items
[0] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 4 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[3] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
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 · 1 item
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 · 1 item
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 · 11 items
assays array · 3 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 · 1 item
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:38254070", "kind": "science-record", "revision": 3, "content_hash": "sha256:3ec7a1fd460084a1edfb624b7b988c9a1185ed7794c6788f904b3d05bd86c3b3", "created_at": "2026-11-01T19:20:10Z", "updated_at": "2026-11-01T22:11:04Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Sequential gene expression analysis of myelodysplastic syndrome transformation identifies HOXB3 and HOXB7 as the novel targets for mesenchymal cells in disease.", "doi": "10.1186/s12885-024-11859-w", "pmid": "38254070", "authors": ["Chunlai Yin", "Yanqi Li", "Cheng Zhang", "Shizhu Zang", "Zilong Wang", "Xue Yan", "Tonghui Ma", "Xia Li", "Weiping Li"], "journal": "BMC cancer", "year": 2024, "abstract": "BACKGROUND: Myelodysplastic syndrome (MDS) is known to arise through the pathogenic bone marrow mesenchymal stem cells (MSC) by interacting with hematopoietic stem cells (HSC). However, due to the strong heterogeneity of MDS patients, it is difficult to find common targets in studies with limited sample sizes. This study aimed to describe sequential molecular changes and identify biomarkers in MSC of MDS transformation.\nMETHODS: Multidimensional data from three publicly available microarray and TCGA datasets were analyzed. MDS-MSC was further isolated and cultured in vitro to determine the potential diagnostic and prognostic value of the identified biomarkers.\nRESULTS: We demonstrated that normal MSCs presented greater molecular homogeneity than MDS-MSC. Biological process (embryonic skeletal system morphogenesis and angiogenesis) and pathways (p53 and MAPK) were enriched according to the differential gene expression. Furthermore, we identified HOXB3 and HOXB7 as potential causative genes gradually upregulated during the normal-MDS-AML transition. Blocking the HOXB3 and HOXB7 in MSCs could enhance the cell proliferation and differentiation, inhibit cell apoptosis and restore the function that supports hematopoietic differentiation in HSCs.\nCONCLUSION: Our comprehensive study of gene expression profiling has identified dysregulated genes and biological processes in MSCs during MDS. HOXB3 and HOXB7 are proposed as novel surrogate targets for therapeutic and diagnostic applications in MDS.", "claims": [{"id": "claim-method", "statement": "The overall survival (OS) analysis of hub genes was conducted using the Kaplan-Meier curve in cBioPortal.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38254070", "locator": "sections[15] \"Survival analysis\" paragraph 2", "quote": "The overall survival (OS) analysis of hub genes was conducted using the Kaplan-Meier curve in cBioPortal."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:38254070", "locator": "sections[27] \"Data availability\" paragraph 2", "quote": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "HOXB3 and HOXB7 were identified as progressively upregulated genes during the normal-MDS-AML transition, and blocking them in MSCs restored proliferation, differentiation, and hematopoietic support functions.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:38254070", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "Furthermore, we identified HOXB3 and HOXB7 as potential causative genes gradually upregulated during the normal-MDS-AML transition."}, {"asset": "source:pmid:38254070", "locator": "sections[0] \"Abstract\" paragraph 3", "quote": "Blocking the HOXB3 and HOXB7 in MSCs could enhance the cell proliferation and differentiation, inhibit cell apoptosis and restore the function that supports hematopoietic differentiation in HSCs."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "HOXB3 and HOXB7 were identified as progressively upregulated genes during the normal-MDS-AML transition, and blocking them in MSCs restored proliferation, differentiation, and hematopoietic support functions.", "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:38254070"], "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:GSE107490"], "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:GSE107490"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:38254070", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12885-024-11859-w", "sha256": "sha256:1c3158bcc123aa9422c706ee3bf05cb77ac87d690187fa15a945fd8be19edd47", "bytes": 46448, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12885-024-11859-w", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC10802074", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE107490", "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=GSE107490", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE107490", "version": null, "note": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2868387", "GSM2868388", "GSM2868389", "GSM2868390", "GSM2868391", "GSM2868392", "GSM2868393", "GSM2868394", "GSM2868395", "GSM2868396", "GSM2868397", "GSM2868398"], "sample_count": 12, "group_sizes": null, "group_sizes_basis": null, "platform": "11154", "taxon": "Homo sapiens", "title": "TGFβ1-mediated functional inhibition of mesenchymal stromal cells in MDS and AML", "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:GSE140101", "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=GSE140101", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE140101", "version": null, "note": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4154364", "GSM4154365", "GSM4154366", "GSM4154367", "GSM4154368", "GSM4154369", "GSM4154370", "GSM4154371", "GSM4154372", "GSM4154373", "GSM4154374", "GSM4154375", "GSM4154376", "GSM4154377", "GSM4154378", "GSM4154379", "GSM4154380", "GSM4154381"], "sample_count": 18, "group_sizes": null, "group_sizes_basis": null, "platform": "16791", "taxon": "Homo sapiens", "title": "RNA-seq analysis of HD and MDS MSCs and MSC-conditioned monocytes", "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:GSE61853", "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=GSE61853", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE61853", "version": null, "note": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM1515746", "GSM1515747", "GSM1515748", "GSM1515749", "GSM1515750", "GSM1515751", "GSM1515752", "GSM1515753", "GSM1515754", "GSM1515755", "GSM1515756", "GSM1515757", "GSM1515758", "GSM1515759"], "sample_count": 14, "group_sizes": null, "group_sizes_basis": null, "platform": "10558", "taxon": "Homo sapiens", "title": "Gene expression analysis of bone marrow mesenchymal stromal cells from myelodysplastic syndrome (MDS) patients and normal controls", "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:GSE107490 not downloaded", "asset:data:geo:GSE107490 licence not read", "asset:data:geo:GSE140101 not downloaded", "asset:data:geo:GSE140101 licence not read", "asset:data:geo:GSE61853 not downloaded", "asset:data:geo:GSE61853 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "survival_analysis", "specific": "kaplan_meier", "label": "Survival analysis", "dsl_operations": ["survival_km"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "The overall survival (OS) analysis of hub genes was conducted using the Kaplan-Meier curve in cBioPortal."}}, {"id": "method-2", "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": 0.8, "band": "high", "quote": "analysis of variance"}}, {"id": "method-3", "family": "principal_component_analysis", "specific": "pca", "label": "Principal component analysis", "dsl_operations": ["pca_fit"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["wide_numeric_matrix"], "evidence": {"score": 0.8, "band": "high", "quote": "PCA"}}, {"id": "method-4", "family": "differential_expression", "specific": "limma_voom", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 0.8, "band": "high", "quote": "limma"}}], "targets": [], "gaps": ["method.reader_differs_from_extractor"]}, "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": ["survival_km"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: kaplan_meier."}, "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": ["GSE140101", "GSE107490", "GSE61853"], "resolved_accessions": ["GSE140101", "GSE107490", "GSE61853"], "statements": ["The data that support the findings of this study are openly available in National Center for Biotechnology Information at https://www.ncbi.nlm.nih.gov/, with the reference number as GSE140101, GSE107490 and GSE61853. The OS analysis of hub genes was performed using the Kaplan-Meier curve in cBioPortal (http://www.cbioportal.org)."], "basis": "The paper names GSE140101, GSE107490, GSE61853 in National Center for Biotechnology Information (GEO database) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["survival_km"], "assets": ["source:pmid:38254070", "data:geo:GSE107490"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE107490"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:05:53Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 14098, "completion_tokens": 2011, "cached_tokens": 128}}, "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:38254070", "type": "paper", "label": "pmid:38254070"}, {"id": "source:pmid:38254070", "type": "manuscript", "label": "PMID 38254070 full text"}, {"id": "data:geo:GSE107490", "type": "dataset", "label": "GEO GSE107490"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:38254070", "type": "paper", "label": "pmid:38254070"}, {"id": "source:pmid:38254070", "type": "manuscript", "label": "PMID 38254070 full text"}, {"id": "data:geo:GSE107490", "type": "dataset", "label": "GEO GSE107490"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-38254070", "type": "extraction", "used": ["source:pmid:38254070"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE107490", "type": "accession_resolution", "used": ["data:geo:GSE107490"], "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:38254070", "parent_hash": "sha256:df83c542fd5b0b773e1abfb50c8a8f9b84d8575f5216d40ee308663d2e81abe0", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:GSE107490 licence not read", "asset:data:geo:GSE107490 not downloaded", "asset:data:geo:GSE140101 licence not read", "asset:data:geo:GSE140101 not downloaded", "asset:data:geo:GSE61853 licence not read", "asset:data:geo:GSE61853 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.77, "evidence": ["e analyzed. MDS-MSC was further isolated and cultured in vitro to determine the potential diagnostic"], "order_basis": "paper_text_order:678", "id": "assay:1"}, {"role": "data_generation", "definition_id": "apoptosis_assay", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.69, "evidence": ["liferation and differentiation, inhibit cell apoptosis and restore the function that supports hemat"], "order_basis": "paper_text_order:1288", "id": "assay:2"}, {"role": "analysis", "definition_id": "survival_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["survival_km"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The overall survival (OS) analysis of hub genes was conducted using the Kaplan-Meier curve in cBioPortal."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}