{"data":{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:40963913", "kind": "science-record", "revision": 3, "content_hash": "sha256:556929eba8dbb5ab3eff3589540cbb05ba3b2216d1faf7bb89acbca02c6fd674", "created_at": "2026-11-01T20:31:03Z", "updated_at": "2026-11-01T22:14:43Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Macrophage-derived KIF13B interacts with USP9X to attenuate abdominal aortic aneurysm development by potentiating TFEB stability.", "doi": "10.7150/thno.118958", "pmid": "40963913", "authors": ["Jingxuan Chen", "Yitong Xu", "Huahui Yu", "Yiran Liu", "Guolin Miao", "Yufei Han", "Liwen Zheng", "Zeyu Cai", "Zihao Zhou", "Jinxuan Chen", "Sijing Shi", "Pingping Lai", "Wenxi Zhang", "Lianxin Zhang", "Si Mei", "Yinqi Zhao", "Ling Zhang", "Wei Huang", "Yuhui Wang", "Dongyu Zhao", "Wei Kong", "Yanwen Qin", "Erdan Dong", "Xunde Xian"], "journal": "Theranostics", "year": 2025, "abstract": "Rationale: Abdominal aortic aneurysm (AAA) is a highly lethal cardiovascular disorder for which there is no effective medication to date. Kinesin family member 13b (KIF13B), a vital motor protein, has been recently identified as a novel regulator of lipid metabolism. However, the role of KIF13B in AAA development has not been documented. Methods: We determined the expression of KIF13B in aortic tissues from clinical patients and porcine pancreatic elastase (PPE) or angiotensin II (ANG II)-induced AAA mouse models. To investigate the influence of KIF13B on AAA expansion, we established global, myeloid cell-specific and vascular smooth muscle cell (VSMC)-specific conditional Kif13b-deficient mice in PPE and/or ANG II-induced AAA models. Results: RNA-seq data from GEO database (GSE57691) revealed a significant decrease in KIF13B gene expression within the aortic tissues of patients with AAA. KIF13B protein levels were largely reduced in aortic tissue samples from patients and two mouse models with AAA. Complete inactivation of Kif13b or depleting Kif13b from myeloid cells but not smooth muscle cells (SMCs) exacerbated AAA development. Mechanistic studies identified transcription factor EB (TFEB) as a critical downstream target of KIF13B. KIF13B stabilized and upregulated TFEB by enhancing its deubiquitination through an interaction with deubiquitinase USP9X to maintain the proper function of lysosomes, thus inhibiting the senescence-associated secretory phenotype (SASP) and proinflammatory response of macrophages. Moreover, restoration of macrophage Kif13b or senolytic therapy dramatically mitigated AAA expansion in vivo. Conclusions: In the present study, we provided a new insight into the pathogenesis of AAA and defined a KIF13B-USP9X-TFEB axis that is essential for the regulation of macrophage function, suggesting that macrophage-derived Kif13b is a beneficial regulator of vascular homeostasis and targeting KIF13B could be a potential therapeutic approach for the treatment of human AAA disease in future clinical trial.", "claims": [{"id": "claim-method", "statement": "Furthermore, to explore the functional relevance of KIF13B in AAA, we performed gene set enrichment analysis (GSEA) using the AAA-associated transcriptome.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40963913", "locator": "sections[7] \"KIF13B expression is decreased in aortic tissues of AAA patients and mouse models\" paragraph 2", "quote": "Furthermore, to explore the functional relevance of KIF13B in AAA, we performed gene set enrichment analysis (GSEA) using the AAA-associated transcriptome."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The data supporting the findings of this study are available from the corresponding author upon reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40963913", "locator": "sections[20] \"Resource availability\" paragraph 2", "quote": "The data supporting the findings of this study are available from the corresponding author upon reasonable request."}], "state": "complete"}, {"id": "claim-target-result", "statement": "In the present study, we provided a new insight into the pathogenesis of AAA and defined a KIF13B-USP9X-TFEB axis that is essential for the regulation of macrophage function, suggesting that macrophage-derived Kif13b is a beneficial regulator of vascular homeostasis and targeting KIF13B could be a potential therapeutic approach for the treatment of human AAA disease in future clinical trial.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:40963913", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "In the present study, we provided a new insight into the pathogenesis of AAA and defined a KIF13B-USP9X-TFEB axis that is essential for the regulation of macrophage function, suggesting that macrophage-derived Kif13b is a beneficial regulator of vascular homeostasis and targeting KIF13B could be a potential therapeutic approach for the treatment of human AAA disease in future clinical trial."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "In the present study, we provided a new insight into the pathogenesis of AAA and defined a KIF13B-USP9X-TFEB axis that is essential for the regulation of macrophage function, suggesting that macrophage-derived Kif13b is a beneficial regulator of vascular homeostasis and targeting KIF13B could be a potential therapeutic approach for the treatment of human AAA disease in future clinical trial.", "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:40963913"], "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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Conclusions: In the present study, we provi", "(PPE) or angiotensin II (ANG II)-induced AAA mouse models. To investigate the influence of KIF1", "aortic tissue samples from patients and two mouse models with AAA. Complete inactivation of Ki", "if13b-/-) mice and floxed Kif13b (Kif13bf/f) mice were generated using CRISPR/Cas9 technology by th"], "order_basis": "paper_text_order:591", "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": 0.99, "evidence": ["E and/or ANG II-induced AAA models. Results: RNA-seq data from GEO database (GSE57691) revealed a", "ion between KIF13B and AAA, we analyzed bulk RNA-seq data from the GEO database (GSE57691), compr", "ent analysis (GSEA) using the AAA-associated transcriptome. KIF13B expression strongly correlated with"], "order_basis": "paper_text_order:839", "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": ["Kif13b (Kif13bf/f) mice were generated using CRISPR/Cas9 technology by the Institute of Laborato"], "order_basis": "paper_text_order:2491", "id": "assay:3"}, {"role": "data_generation", "definition_id": "ihc", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["AA tissues compared to controls (Figure 1B). Immunofluorescence staining and Western blot analysis corrobora", "ative images of HE staining and co-localized immunofluorescence staining depict α-SMA (green), CD68 (grey),", "ive images of HE staining, EVG staining, and immunofluorescence staining depict α-SMA (green), CD68 (red), a", "ive images of HE staining, EVG staining, and immunofluorescence staining illustrate α-SMA (green), CD68 (red"], "order_basis": "paper_text_order:4954", "id": "assay:4"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["(Figure 1B). Immunofluorescence staining and Western blot analysis corroborated these findings, showin", "cent normal aortas (ANAs) (n = 6/group). (D) Western blot analysis of KIF13B protein levels in human A", "of Kif13b mRNA expression (n = 3/group) and western blot analysis of KIF13B protein expression in WT"], "order_basis": "paper_text_order:4986", "id": "assay:5"}, {"role": "data_generation", "definition_id": "qpcr", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["orcine pancreatic elastase (PPE, n = 6). (G) qPCR analysis of Kif13b mRNA expression (n = 3/gr", "= 3) or angiotensin II (ANG II, n = 6). (I) qPCR analysis of Kif13b mRNA expression (n = 3/gr"], "order_basis": "paper_text_order:7526", "id": "assay:6"}, {"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:7"}]},"meta":{"api_version":"v1","automation_ladder_snapshot":"ba34b49490d9bfaf","automation_ladder_caveats":["Method extraction is rule-based and has no hand-judged accuracy sample. Evidence bands order textual support; method agreement intervals are null (n=0), never probabilities. Work-type validation does not validate methods.","Operation coverage describes only explicitly named methods. It does not prove a complete protocol, compatible parameters, successful compilation or re-execution. Unrecognised or ambiguous methods require review.","Data reachability is a textual accession or public-data statement. No dataset was downloaded or checked for access, completeness or licence.","Capabilities are planning states seeded from the dated equipment register. No bench ownership, completed quote or partner booking is inferred. Procurement counts are dependencies, not guaranteed replications or financial returns.","Tier and blocker counts are deterministic assessments of this corpus, not measured agreement. R3 is reserved for procurement; unresolved methods and data require human work (R4). The most restrictive axis wins, with capability, method, data as tie-breaks. Resolving one blocker can leave another at the same tier."],"engine":"corpus_engine","engine_provider":"rule_based_v1+lex99e1195c7d6f","run_id":"run-20261023T122449232913","source":"esearch","source_detail":"PubMed mirror biomed_pubmed (read-only)","run_status":"complete","imported_at":"2026-11-03T20:16:52+00:00","generated_at":"2026-11-04T01:45:33+00:00","total_papers":5529,"total_assays_tracked":29,"automatable_assay_families":6,"validated":true,"caveat_count":9,"blocking_caveats":5,"caveats":[{"code":"low_evidence_dominates","basis":["4,152 of 5,529 classifications (75.1%) matched no cue evidence and sit at the 0.05 floor.","34 of 230 data_only calls (14.8%) are in that group."],"claim":"Work type and confidence bands","gloss":"Most records were classified from their title and framing alone, with assay-cue coverage at zero.","detail":"Most classifications in this run rest on no matched evidence at all. At the evidence floor the work type comes from title framing and a fixed prior, not from anything in the paper, so the published work-type split should be read as a rough triage signal rather than a measured distribution. The impact is bounded but not removed: since 2026-10-23 the engine excludes floor-confidence records from the shortlist entirely and publishes them separately as held out, so the recommendation is unaffected even though the census is.","status":"unverified","severity":"high"},{"code":"runtime_is_modelled","basis":["Runtime is summed from published per-assay hour figures. Timing awaits the first executed replication.","4,407 of 5,529 records (79.7%) model to 0.00 hours because no assay was matched, which the ranking then reads as \"cheapest\".","0 of 10 shortlisted records carry a 0.00-hour estimate."],"claim":"Estimated replication runtime","gloss":"The hour figures are estimates built from assay mentions; timing awaits the first executed replication.","detail":"The hour figures are a cost model derived from the bench steps implied by each matched assay family. The first executed replication will supply measured timing. Records without an assay match currently receive a zero-hour model value.","status":"unverified","severity":"high"},{"code":"signal_score_without_citations","basis":["5,529 of 5,529 records (100.0%) have no citation count from the source metadata."],"claim":"Signal score","gloss":"The signal score uses publication-type weight because the mirror supplied zero citation counts.","detail":"The source supplied no citation counts for any record in this run, so the signal score is publication-type weight only. The citation term of the ranking is inert here, and the shortlist is ordered by publication type alone.","status":"unverified","severity":"high"},{"code":"abstract_absent","basis":["1,667 of 5,529 records (30.2%) carry no abstract at all."],"claim":"Evidence base for classification","gloss":"Some records contain a title and publication type only, defining the available classification evidence.","detail":"Where the mirror contains a title and publication types only, those fields define the classifier evidence. A methods section is required for fuller automated and human review.","status":"unverified","severity":"medium"},{"code":"classifier_agreement_measured","basis":["Published two-way decision agreement 77.7% (310 of 399 decidable records) from a stratified hand-check of 438 real records.","Three-way diagnostic agreement 73.9% (288 of 390 decidable records).","data_only agreement 75.2% (100 of 133 decidable).","48 record(s) could not be decided from title and abstract and were excluded from the denominator.","56 analysis-only records were published under another work type, so the data_only share is not an upper bound."],"claim":"Published automatable decision","gloss":"This figure has been checked against a human reading the same papers, so we know how often it is right.","detail":"The published automatable / not-automatable distribution comes from a rule-based classifier that was hand-checked against a fixed ground-truth definition. The agreement rates below are measured, not estimated. The three-way work type remains a diagnostic and is reported separately.","status":"measured","severity":"high"},{"code":"llm_comparison_not_measured","basis":["rule_based_v1+lex99e1195c7d6f produced 5,529 of 5,529 classifications.","Measured on 438 labelled records; these are RULE-BASED figures, not model results."],"claim":"Rule-based versus LLM agreement","gloss":"Every number here is the rule engine’s own. Model comparison begins when a working API credential is connected and measured.","detail":"The published two-way decision agreed with a human reading on 310 of 399 decidable records (77.7%). The diagnostic three-way label agreed on 288 of 390 decidable records (73.9%). Every percentage in this run belongs to the rule engine. Model comparison begins when a working API credential is connected and measured.","status":"not_measured","severity":"high"},{"code":"confidence_is_a_band","basis":["low band: 135 of 210 hand-judged records were correct, 64.3% [57.6, 70.5] (95% CI).","medium band: 80 of 104 hand-judged records were correct, 76.9% [68.0, 84.0] (95% CI).","high band: 73 of 76 hand-judged records were correct, 96.0% [89.0, 98.7] (95% CI).","A fitted calibrated probability was built, measured and withdrawn: it overstated held-out accuracy and reorders nothing."],"claim":"Confidence band and evidence score","gloss":"The confidence band carries a measured accuracy interval; 0.85 represents relative rank strength.","detail":"Confidence on this run is a BAND plus its measured accuracy interval. The number stored alongside each record is a monotone evidence score that orders records; 0.85 represents relative rank strength. A fitted probability was withdrawn after it overstated held-out accuracy. Threshold on the band.","status":"measured","severity":"medium"},{"code":"three_way_split_is_diagnostic","basis":["The corpus is published at the two-way decision: automatable or not-automatable. The three-way split (data_only / physical / mixed) is published as a diagnostic with its measured reliability attached, not as a claim, because the rule engine's `mixed` call cannot be defended.","The engine called 22 record(s) mixed; 10 matched the human judgement (45.5%, 95% CI 26.9-65.3).","The engine's `mixed` call is right on 10/22 hand-judged records (45.5%, 95% CI 26.9%-65.3%); a constant `physical` guess scores 36.4%.","The engine's `mixed` call does not reliably beat a constant `physical` guess on the hand-judged records it labels mixed.","The sign of that difference flips between two independent samples, so the three-way refinement is not demonstrably informative.","The mixed stratum contributes a disproportionate share of errors relative to its size.","At title-only depth the physical/mixed split collapses: a title says that work was done, not whether it was also analysed."],"claim":"The published decision is two-way","gloss":"The three-way split is shown for diagnosis only. The published split is two ways.","detail":"Count and filter the corpus on automatable versus not-automatable. The data_only / physical / mixed split remains an internal engine diagnostic because the mixed call has lower measured reliability.","status":"measured","severity":"medium"},{"code":"automatable_flag_unproven","basis":["6 of 29 assay families are marked automatable now: meta_analysis, machine_learning, survival_analysis, pca, molecular_docking, differential_expression.","The flag is a rule over assay family and work type; validation begins with the first executed replication.","It inherits the 75.2% data_only agreement rate, because the flag requires the record to be analysis-only."],"claim":"Automatable now","gloss":"This flag marks assay families the rules classify as data-only. The first executed replication will validate it.","detail":"This flag marks families the rules consider replicable from data alone. Its validity depends on the analysis-only classification and will be measured through an executed replication.","status":"unverified","severity":"medium"}],"confidence_policy":"band_with_measured_interval","confidence_contract":{"policy":"band_with_measured_interval","summary":"Confidence is reported as a BAND with a measured accuracy interval. The raw evidence score supplies monotone ordering. A fitted point estimate was withdrawn after it overstated held-out accuracy.","evidence_score":"A monotone evidence score in [0,1] built from cue mass, axis separation and text coverage. Use it to order records. Interpret 0.85 as relative rank strength.","confidence_band":"low | medium | high. Consumers threshold on this value.","band_accuracy":"Wilson 95% interval on the measured agreement of the hand-judged records in this band.","calibrated_confidence":"WITHDRAWN. Reintroduction requires held-out evidence demonstrating reliable estimates across every bin."},"band_accuracy":{"low":{"n":210,"low":0.576,"band":"low","high":0.7046,"agree":135,"accuracy":0.6429},"high":{"n":76,"low":0.8903,"band":"high","high":0.9865,"agree":73,"accuracy":0.9605},"medium":{"n":104,"low":0.6795,"band":"medium","high":0.8397,"agree":80,"accuracy":0.7692}},"provider":"rule_based_v1+lex99e1195c7d6f","lexicon_id":"99e1195c7d6f","contract_published_at":"2026-10-23T12:25:29.022232+00:00","confidence_is_band":true,"confidence_is_probability":false,"decision_taxonomy":"two_way","decidable_fraction_two_way":0.8854,"decidable_fraction_two_way_low":0.8565,"decidable_fraction_two_way_high":0.9143,"decidable_fraction_three_way":0.8586,"decidable_fraction_three_way_low":0.8287,"decidable_fraction_three_way_high":0.8884,"decidable_population":5529,"validation_sample_size":438,"three_way_cost_fraction":0.0268,"three_way_cost_records":148,"decision_counts":{"automatable":230,"not_automatable":5299},"decision_split":{"automatable":{"count":230,"share":0.04159884246699222},"not_automatable":{"count":5299,"share":0.9584011575330078}},"diagnostic_work_type_counts":{"mixed":24,"physical":5275,"data_only":230}}}