← All .science files
pmid:21998702
New insight into the molecular mechanisms of the biological effects of DNA minor groove binders.
Xinbo Zhang · Siyu Crystal Zhang · Dejun Sun · Jiang Hu · Anil Wali · Harvey Pass · Felix Fernandez-Madrid · Michael R Harbut · Naimei Tang
PloS one · 2011 doi:10.1371/journal.pone.0025822
Paper
complete
Experiment
partial
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
evidence array · 1 item
[0] object · 3 fields
[1] object · 6 fields
[2] object · 6 fields
evidence array · 3 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 · 1 item
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 · 3 items
[2] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 5 items
[0] array · 6 items
[1] array · 6 items
[2] array · 6 items
[3] array · 6 items
[4] array · 6 items
[3] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 11 items
[0] array · 4 items
[1] array · 4 items
[2] array · 4 items
[3] array · 4 items
[4] array · 4 items
[5] array · 4 items
[6] array · 4 items
[7] array · 4 items
[8] array · 4 items
[9] array · 4 items
[10] array · 4 items
gaps array · 2 items
analysis object · 4 fields
methods array · 2 items
[0] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 1 item
parameters object · 0 fields
data_shapes array · 1 item
[1] 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 · 2 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 · 0 items
missing_operations array · 1 item
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 · 4 items
steps array · 0 items
must_build object · 5 fields
dsl_operations array · 1 item
[0] object · 3 fields
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 · 9 items
assays array · 4 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 4 items
[1] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 4 items
[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 · 1 item
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:21998702", "kind": "science-record", "revision": 7, "content_hash": "sha256:266abf8683fc5ee1a35b62514a4531dd8fcd3de6d219ce3086cb3f54ad36d786", "created_at": "2026-11-01T15:40:02Z", "updated_at": "2026-11-01T21:58:08Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "New insight into the molecular mechanisms of the biological effects of DNA minor groove binders.", "doi": "10.1371/journal.pone.0025822", "pmid": "21998702", "authors": ["Xinbo Zhang", "Siyu Crystal Zhang", "Dejun Sun", "Jiang Hu", "Anil Wali", "Harvey Pass", "Felix Fernandez-Madrid", "Michael R Harbut", "Naimei Tang"], "journal": "PloS one", "year": 2011, "abstract": "BACKGROUND: Bisbenzimides, or Hoechst 33258 (H258), and its derivative Hoechst 33342 (H342) are archetypal molecules for designing minor groove binders, and widely used as tools for staining DNA and analyzing side population cells. They are supravital DNA minor groove binders with AT selectivity. H342 and H258 share similar biological effects based on the similarity of their chemical structures, but also have their unique biological effects. For example, H342, but not H258, is a potent apoptotic inducer and both H342 and H258 can induce transgene overexpression in in vitro studies. However, the molecular mechanisms by which Hoechst dyes induce apoptosis and enhance transgene overexpression are unclear.\nMETHODOLOGY/PRINCIPAL FINDINGS: To determine the molecular mechanisms underlying different biological effects between H342 and H258, microarray technique coupled with bioinformatics analyses and multiple other techniques has been utilized to detect differential global gene expression profiles, Hoechst dye-specific gene expression signatures, and changes in cell morphology and levels of apoptosis-associated proteins in malignant mesothelioma cells. H342-induced apoptosis occurs in a dose-dependent fashion and is associated with morphological changes, caspase-3 activation, cytochrome c mitochondrial translocation, and cleavage of apoptosis-associated proteins. The antagonistic effect of H258 on H342-induced apoptosis indicates a pharmacokinetic basis for the two dyes' different biological effects. Differential global gene expression profiles induced by H258 and H342 are accompanied by unique gene expression signatures determined by DNA microarray and bioinformatics software, indicating a genetic basis for their different biological effects.\nCONCLUSIONS/SIGNIFICANCE: A unique gene expression signature associated with H342-induced apoptosis provides a new avenue to predict and classify the therapeutic class of minor groove binders in the drug development process. Further analysis of H258-upregulated genes of transcription regulation may identify the genes that enhance transgene overexpression in gene therapy and promote recombinant protein products in biopharmaceutical companies.\nDATA DEPOSITION: The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "claims": [{"id": "claim-method", "statement": "Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:21998702", "locator": "sections[12] \"Analysis of interaction between H342 and H258\" paragraph 2", "quote": "Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:21998702", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The paper used Student's t-test, with P-values <0.05 considered significant, and deposited the microarray data in the Gene Expression Omnibus database under accession no. GSE28616.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:21998702", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "H342-induced apoptosis occurs in a dose-dependent fashion and is associated with morphological changes, caspase-3 activation, cytochrome c mitochondrial translocation, and cleavage of apoptosis-associated proteins."}, {"asset": "source:pmid:21998702", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616)."}, {"asset": "source:pmid:21998702", "locator": "sections[21] \"Statistical analysis\" paragraph 2", "quote": "Statistical differences between treatment groups were measured using a Student's t-test. P-values <0.05 were considered significant."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "The paper used Student's t-test, with P-values <0.05 considered significant, and deposited the microarray data in the Gene Expression Omnibus database under accession no. GSE28616.", "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:21998702"], "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:GSE28616"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:student_t", "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:GSE28616"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:student_t"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:21998702", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1371/journal.pone.0025822", "sha256": "sha256:03b29d7e8b8fdca9c3c9e37d9dc3d84f294201ea665f23e663ba14f1f78b6925", "bytes": 54180, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1371/journal.pone.0025822", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC3187808", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE28616", "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=GSE28616", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE28616", "version": null, "note": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM708657", "GSM708658", "GSM708659"], "sample_count": 3, "group_sizes": null, "group_sizes_basis": null, "platform": "6947", "taxon": "Homo sapiens", "title": "Differential gene expression profiles induced by Hoechst dyes", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:21998702:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:3999ea1db74e92d8b5adcbc9f2a49056b9bfa839635f395e8ea906b76a3a85c2", "bytes": 511, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[4]/table-wrap[1]#pone-0025822-t001", "version": null, "note": "Combination indices for H342 and H258 treatment for 24 h, as computed by CalcuSyn for H2373 cells.", "structure": {"pmcid": "PMC3187808", "section_index": 4, "section_title": "Antagonistic effect of Hoechst 33258 on Hoechst 33342-induced apoptosis", "row_count": 5, "column_count": 6}, "table": {"label": "Table 1", "caption": "Combination indices for H342 and H258 treatment for 24 h, as computed by CalcuSyn for H2373 cells.", "rows": [["H342 (µM)", "Fa", "H258 (µM)", "Fa", "H342+H258 (Fa)", "CI"], ["4.5", "0.0133", "18", "0.0054", "0.0329", "1.186"], ["9", "0.3218", "36", "0.0231", "0.1735", "1.416"], ["13.5", "0.8759", "72", "0.0391", "0.2392", "1.918"], ["18", "0.9342", "108", "0.1133", "0.3050", "2.356"]], "row_count": 5, "column_count": 6, "numeric_cells": 27, "header_rows": 1, "locator": "section[4]/table-wrap[1]#pone-0025822-t001"}}, {"id": "asset:table:pmid:21998702:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:7062151de1dd6f1107a5de252b730cd36464dfcee1ce0bf39c8a6a4ccd533aed", "bytes": 800, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[7]/table-wrap[1]#pone-0025822-t002", "version": null, "note": "Pathways in which 148 H342-downregulated genes of transcription regulation involved.", "structure": {"pmcid": "PMC3187808", "section_index": 7, "section_title": "Identification of signal transduction pathways consisting of these gene signatures", "row_count": 11, "column_count": 4}, "table": {"label": "Table 2", "caption": "Pathways in which 148 H342-downregulated genes of transcription regulation involved.", "rows": [["Pathways", "P-value", "# Genes (obsreved)", "# Genes (total)"], ["NOTCH", "7.72E-07", "20", "580"], ["TGF BETA", "6.34E-06", "31", "1408"], ["RETINOBLASTOMA 1", "1.98E-05", "12", "277"], ["MOTHERS AGAINST DPP HOMOLOG", "1.49E-04", "19", "758"], ["WINGLESS TYPE", "2.62E-03", "19", "954"], ["PEROXISOME PROLIFERATOR ACTIVATED RECEPTOR GAMMA", "2.73E-03", "10", "350"], ["HISTONE DEACETYLASE", "3.49E-03", "8", "247"], ["TUMOR PROTEIN P53", "3.95E-03", "19", "989"], ["ARYL HYDROCARBON RECEPTOR", "7.14E-03", "6", "168"], ["VITAMIN D (1,25 DIHYDROXYVITAMIN D3) RECEPTOR", "8.21E-03", "5", "123"]], "row_count": 11, "column_count": 4, "numeric_cells": 33, "header_rows": 1, "locator": "section[7]/table-wrap[1]#pone-0025822-t002"}}], "gaps": ["asset:data:geo:GSE28616 not downloaded", "asset:data:geo:GSE28616 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "student_t_test", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["student_t"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Student's t-test"}}, {"id": "method-2", "family": null, "specific": null, "label": "Combination index (CI) method", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Combination index (CI) method adapted for in vitro drug testing was used to determine the nature of interaction between the two agents as described previously [57]. CI was generated from MTT data by CalcuSyn software (Biosoft)."}}], "targets": [], "gaps": ["method.reader_named_unmapped", "method.student_t"]}, "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": false, "required_operations": [], "missing_operations": ["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": {"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": ["GSE28616"], "resolved_accessions": ["GSE28616"], "statements": ["The microarray data reported in this article have been deposited in the Gene Expression Omnibus (GEO) database, www.ncbi.nlm.nih.gov/geo (accession no.GSE28616)."], "basis": "The paper names GSE28616 in Gene Expression Omnibus (GEO) database and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:21998702", "data:geo:GSE28616", "asset:table:pmid:21998702:1", "asset:table:pmid:21998702:2"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "student_t", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE28616"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:21:02Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 109170, "completion_tokens": 3914, "cached_tokens": 82282}}, "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:21998702", "type": "paper", "label": "pmid:21998702"}, {"id": "source:pmid:21998702", "type": "manuscript", "label": "PMID 21998702 full text"}, {"id": "data:geo:GSE28616", "type": "dataset", "label": "GEO GSE28616"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:21998702", "type": "paper", "label": "pmid:21998702"}, {"id": "source:pmid:21998702", "type": "manuscript", "label": "PMID 21998702 full text"}, {"id": "data:geo:GSE28616", "type": "dataset", "label": "GEO GSE28616"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-21998702", "type": "extraction", "used": ["source:pmid:21998702"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE28616", "type": "accession_resolution", "used": ["data:geo:GSE28616"], "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:21998702", "parent_hash": "sha256:ef9434108fb240b9bd21e6af20f39381d00696f0800f9b5848d2ea5fd20849a3", "fork_of": null, "generation": 6}, "gaps": ["asset:data:geo:GSE28616 licence not read", "asset:data:geo:GSE28616 not downloaded", "execution.not_run", "method.reader_named_unmapped", "method.student_t", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:student_t"], "assays": [{"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": ["ular mechanisms by which Hoechst dyes induce apoptosis and enhance transgene overexpression are unc", "and changes in cell morphology and levels of apoptosis-associated proteins in malignant mesotheliom", "n malignant mesothelioma cells. H342-induced apoptosis occurs in a dose-dependent fashion and is as", "mitochondrial translocation, and cleavage of apoptosis-associated proteins. The antagonistic effect"], "order_basis": "paper_text_order:704", "id": "assay:1"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["nt biological effects between H342 and H258, microarray technique coupled with bioinformatics analys", "gene expression signatures determined by DNA microarray and bioinformatics software, indicating a ge", "armaceutical companies. DATA DEPOSITION: The microarray data reported in this article have been depo", "rimer sequences used for real-time RT-PCR in microarray validation analysis.(DOC)Click here for addi"], "order_basis": "paper_text_order:897", "id": "assay:2"}, {"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": ["ns after fractionating the mitochondria from cultured H2373 MPM cells. The mitochondria of H2373 c"], "order_basis": "paper_text_order:3204", "id": "assay:3"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["Student's t-test"], "order_basis": "consumes_earlier_output", "id": "assay:4"}]}