← All .science files
pmid:40868076
Neuronal Pentraxin 2 as a Potential Biomarker for Nusinersen Therapy Response in Adults with Spinal Muscular Atrophy: A Pilot Study.
Svenja Neuhoff · Linda-Isabell Schmitt · Kai Christine Liebig · Stefanie Hezel · Nick Isana Tilahun · Christoph Kleinschnitz · Markus Leo · Tim Hagenacker
Biomedicines · 2025 doi:10.3390/biomedicines13081821
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 · 8 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 · 1 item
[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 · 1 item
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 · 0 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 · 1 item
[0] object · 8 fields
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 · 2 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 · 3 items
[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:40868076", "kind": "science-record", "revision": 3, "content_hash": "sha256:1ec3c0ecd9dbbf351bfbdf8200791464bc99c6c35e3f381d37cb72bd8127c4ab", "created_at": "2026-11-01T20:30:59Z", "updated_at": "2026-11-01T22:14:39Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Neuronal Pentraxin 2 as a Potential Biomarker for Nusinersen Therapy Response in Adults with Spinal Muscular Atrophy: A Pilot Study.", "doi": "10.3390/biomedicines13081821", "pmid": "40868076", "authors": ["Svenja Neuhoff", "Linda-Isabell Schmitt", "Kai Christine Liebig", "Stefanie Hezel", "Nick Isana Tilahun", "Christoph Kleinschnitz", "Markus Leo", "Tim Hagenacker"], "journal": "Biomedicines", "year": 2025, "abstract": "Background: The treatment landscape for spinal muscular atrophy (SMA) has changed significantly with the approval of gene-based therapies such as nusinersen for adults with SMA (pwSMA). Despite their efficacy, high costs and treatment burden highlight the need for biomarkers to objectify or predict treatment response. This study aimed to identify such biomarkers. Methods: A proteomic analysis of cerebrospinal fluid (CSF) from pwSMA (n = 7), who either significantly improved (SMA Improvers) or did not improve in motor function (SMA Non-Improvers) under nusinersen therapy, was performed. Data are available via ProteomeXchange with identifier PXD065345. Candidate biomarkers-Neuronal Pentraxin 2 (NPTX2), Contactin 5 (CNTN5), and Anthrax Toxin Receptor 1 (ANTXR1)-were investigated by ELISA in serum and CSF from an independent pwSMA cohort (n = 14) at baseline, 2 and 14 months after therapy initiation. Biomarker concentrations were correlated with clinical outcomes. Additionally, NPTX2 was stained in spinal cord sections from a mild SMA mouse model (FVB.Cg-Smn1tm1Hung Tg(SMN2)2Hung/J). Results: CSF NPTX2 levels decreased in pwSMA after 14 months of nusinersen therapy, independent of clinical response. The change in NPTX2 serum levels over 14 months of nusinersen treatment correlated with the change in HFMSE during this period. CNTN5 and ANTXR1 showed no significant changes. In the SMA mouse model, NPTX2 immunoreactivity increased at motoneuron loss onset. Conclusions: NPTX2 emerges as a potential biomarker of treatment response to nusinersen in pwSMA suggesting its significant pathophysiological role in late-onset SMA, warranting further investigation.", "claims": [{"id": "claim-method", "statement": "Correlations between the protein levels and motor scores HFMSE and RULM were calculated using Spearman’s rank correlation coefficient.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40868076", "locator": "sections[10] \"2.8. Statistical Analysis\" paragraph 3", "quote": "Correlations between the protein levels and motor scores HFMSE and RULM were calculated using Spearman’s rank correlation coefficient."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The protein ratios between the groups obtained from the proteomic analysis are available as a Supplementary Online Resource (Table S1). The mass spectrometry proteomics data have been deposited to the Proteo-meXchange Consortium via the PRIDE partner repository with the dataset identifier PXD065345. The other datasets generated and analyzed during the current study are not publicly available due to the inclusion of clinical patient data that cannot be disclosed for data protection and privacy reasons but are available from the corresponding author on reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40868076", "locator": "sections[23] \"notes\" paragraph 1", "quote": "The protein ratios between the groups obtained from the proteomic analysis are available as a Supplementary Online Resource (Table S1). The mass spectrometry proteomics data have been deposited to the Proteo-meXchange Consortium via the PRIDE partner repository with the dataset identifier PXD065345. The other datasets generated and analyzed during the current study are not publicly available due to the inclusion of clinical patient data that cannot be disclosed for data protection and privacy reasons but are available from the corresponding author on reasonable request."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Changes in the NPTX2 serum level from T0 to T2 correlated negatively with changes in the HFMSE from T0 to T2 (r = −0.688, p = 0.019, n = 11) across all pwSMA.", "kind": "quantitative", "target": {"value": 0.019, "unit": "p-value", "tolerance": null, "source": "Changes in the NPTX2 serum level from T0 to T2 correlated negatively with changes in the HFMSE from T0 to T2 (r = −0.688, p = 0.019, n = 11) across all pwSMA (Figure 4)."}, "evidence": [{"asset": "source:pmid:40868076", "locator": "sections[13] \"3.2. ELISA-Based Quantification of NPTX2, CNTN5, and ANXTR1 in CSF and Serum\" paragraph 3", "quote": "Changes in the NPTX2 serum level from T0 to T2 correlated negatively with changes in the HFMSE from T0 to T2 (r = −0.688, p = 0.019, n = 11) across all pwSMA (Figure 4)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "Changes in the NPTX2 serum level from T0 to T2 correlated negatively with changes in the HFMSE from T0 to T2 (r = −0.688, p = 0.019, n = 11) across all pwSMA.", "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:40868076"], "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:PXD065345"], "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:group_comparison_wilcoxon", "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:PXD065345"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:group_comparison_wilcoxon"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:40868076", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3390/biomedicines13081821", "sha256": "sha256:4b1ce3c6992111db0934d06159aa693ffaecebbb4cfbebcf40dbeb110d425bf4", "bytes": 35186, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3390/biomedicines13081821", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC12383730", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD065345", "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=PXD065345", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD065345", "version": null, "note": "The protein ratios between the groups obtained from the proteomic analysis are available as a Supplementary Online Resource (Table S1). The mass spectrometry proteomics data have been deposited to the Proteo-meXchange Consortium via the PRIDE partner repository with the dataset identifier PXD065345. The other datasets generated and analyzed during the current study are not publicly available due to the inclusion of clinical patient data that cannot be disclosed for data protection and privacy reasons but are available from the corresponding author on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The protein ratios between the groups obtained from the proteomic analysis are available as a Supplementary Online Resource (Table S1). The mass spectrometry proteomics data have been deposited to the Proteo-meXchange Consortium via the PRIDE partner repository with the dataset identifier PXD065345. The other datasets generated and analyzed during the current study are not publicly available due to the inclusion of clinical patient data that cannot be disclosed for data protection and privacy reasons but are available from the corresponding author on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "Neuronal Pentraxin 2 as a Potential Biomarker for Nusinersen Therapy Response in Adults with Spinal Muscular Atrophy: A Pilot Study", "resolution_checked_at": "2026-11-01T20:16:18Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:PXD065345 not downloaded", "asset:data:geo:PXD065345 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "wilcoxon", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_wilcoxon"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Wilcoxon"}}, {"id": "method-2", "family": null, "specific": null, "label": "Spearman’s rank correlation coefficient", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Correlations between the protein levels and motor scores HFMSE and RULM were calculated using Spearman’s rank correlation coefficient."}}], "targets": [{"id": "target-published-estimate", "claim_id": "claim-target-result", "operation": "group_comparison_wilcoxon", "expected_value": 0.019, "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": ["method.reader_named_unmapped", "method.group_comparison_wilcoxon"]}, "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": ["group_comparison_wilcoxon"], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: wilcoxon."}, "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": ["PXD065345"], "resolved_accessions": ["PXD065345"], "statements": ["The protein ratios between the groups obtained from the proteomic analysis are available as a Supplementary Online Resource (Table S1). The mass spectrometry proteomics data have been deposited to the Proteo-meXchange Consortium via the PRIDE partner repository with the dataset identifier PXD065345. The other datasets generated and analyzed during the current study are not publicly available due to the inclusion of clinical patient data that cannot be disclosed for data protection and privacy reasons but are available from the corresponding author on reasonable request."], "basis": "The paper names PXD065345 in ProteomeXchange Consortium via the PRIDE partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:40868076", "data:geo:PXD065345"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "group_comparison_wilcoxon", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD065345"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T20:00:38Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 10268, "completion_tokens": 1627, "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:40868076", "type": "paper", "label": "pmid:40868076"}, {"id": "source:pmid:40868076", "type": "manuscript", "label": "PMID 40868076 full text"}, {"id": "data:geo:PXD065345", "type": "dataset", "label": "GEO PXD065345"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:40868076", "type": "paper", "label": "pmid:40868076"}, {"id": "source:pmid:40868076", "type": "manuscript", "label": "PMID 40868076 full text"}, {"id": "data:geo:PXD065345", "type": "dataset", "label": "GEO PXD065345"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-40868076", "type": "extraction", "used": ["source:pmid:40868076"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD065345", "type": "accession_resolution", "used": ["data:geo:PXD065345"], "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:40868076", "parent_hash": "sha256:acc8c055bb8661c741cc54a0b7b084aa25f63a7476e849dea5d8255afa05c92c", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:PXD065345 licence not read", "asset:data:geo:PXD065345 not downloaded", "execution.not_run", "method.group_comparison_wilcoxon", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:group_comparison_wilcoxon"], "assays": [{"role": "data_generation", "definition_id": "elisa", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["xin Receptor 1 (ANTXR1)-were investigated by ELISA in serum and CSF from an independent pwSMA c", "eins were analyzed through quantification by ELISA in the CSF and serum in an independent sampl", "ction for Enzyme-Linked Immunosorbent Assay (ELISA) To reduce the risk of sampling bias and to", "on the results of protein quantification by ELISA and clinical scores. Additionally, NPTX2 imm"], "order_basis": "paper_text_order:878", "id": "assay:1"}, {"role": "data_generation", "definition_id": "animal_model", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["ined in spinal cord sections from a mild SMA mouse model (FVB.Cg-Smn1tm1Hung Tg(SMN2)2Hung/J). Result", "R1 showed no significant changes. In the SMA mouse model, NPTX2 immunoreactivity increased at motoneu", "ined in spinal cord sections from a mild SMA mouse model (FVB.Cg-Smn1tm1Hung Tg(SMN2)2Hung/J).", "R1 showed no significant changes. In the SMA mouse model, NPTX2 immunoreactivity increased at m"], "order_basis": "paper_text_order:1135", "id": "assay:2"}, {"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": ["icant changes. In the SMA mouse model, NPTX2 immunoreactivity increased at motoneuron loss onset. Conclusi", "ISA and clinical scores. Additionally, NPTX2 immunostaining and motoneuron count in spinal cord tissue o", "d to those of the controls. To compare NPTX2 immunostaining fluorescence intensity and motoneuron number"], "order_basis": "paper_text_order:1509", "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": ["Wilcoxon"], "order_basis": "consumes_earlier_output", "id": "assay:4"}]}