Corpus Engine Towards a reproducible .science file.
← All .science files

pmid:41315579

Transcriptomic insights into GSDME-driven pyroptosis in head and neck cancer.

Scientific reports · 2025 doi:10.1038/s41598-025-30182-3

Paper

partial

Experiment

partial

Data

partial

Analysis

absent

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
id
pmid:41315579
kind
science-record
content_hash
sha256:95e98faf2c5c7756e014cdabd42b27e020345b42e0ba81676a97139fe561b9c5
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T10:25:54Z
updated_at
2026-11-01T14:01:51Z
generator object · 3 fields
name
corpus-assay-engine
converter
sep_to_sci_v1
source_package_schema
urn:bntrg:sep:1.0.0
paper object · 10 fields
state
partial
title
Transcriptomic insights into GSDME-driven pyroptosis in head and neck cancer.
doi
10.1038/s41598-025-30182-3
pmid
41315579
authors
null
journal
Scientific reports
year
2025
abstract
null
claims array · 1 item
[0] object · 6 fields
id
claim-1
statement
the headline numerical result the paper states for its main finding
kind
qualitative
state
blocked
target object · 4 fields
value
null
unit
null
tolerance
null
source
null
evidence array · 0 items
gaps array · 2 items
[0]
abstract
[1]
authors
experiment object · 8 fields
state
partial
objective
the headline numerical result the paper states for its main finding
steps array · 3 items
[0] object · 13 fields
id
read_published_estimate
order
1
name
Read the published estimate and its interval from the source
kind
other
state
complete
blocked_on
null
description
The number a replication must land on, and the sentence it came from.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:41315579
outputs array · 1 item
[0]
the published estimate, its unit and its interval
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
id
obtain_source_data
order
2
name
Obtain the source data behind the published result
kind
data-preparation
state
blocked
blocked_on
data:not_downloaded
description
The published result cannot be recomputed without the data the paper analysed.
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the source data with its provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
id
run_analysis
order
3
name
Run the analysis programme
kind
analysis
state
blocked
blocked_on
no owned computational capability is bound to this experiment
description
Re-run the paper's analysis on the source data and produce the registered result. | SEP input not carried into the asset list: materials:the source data behind the published result in pmid:41315579
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
[0]
the registered result
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 · 3 items
[0]
step:obtain_source_data blocked on data:not_downloaded
[1]
step:run_analysis blocked on no owned computational capability is bound to this experiment
[2]
step:run_analysis input 'materials:the source data behind the published result in pmid:41315579' does not resolve to a declared asset
data object · 3 fields
state
partial
assets array · 3 items
[0] object · 15 fields
id
source:pmid:41315579
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1038/s41598-025-30182-3
sha256
sha256:d932ef0e24ba138bafcbc42c4c0cd13eb0c9531f8c9d6325311c66bde8930fea
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1038/s41598-025-30182-3
version
null
note
Source read by the package builder: full_text.
structure object · 1 field
access_state
full_text
[1] object · 16 fields
id
asset:table:pmid:41315579:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:65b7ce7eefab646614724936fde5f0d89573ac0afd38f2d01ea9cbf0c7d2c15a
bytes
1050
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[3]/table-wrap[1]#Tab1
version
null
note
Baseline data table related to pyroptosis.
structure object · 5 fields
pmcid
PMC12775021
section_index
3
section_title
Data sources
row_count
15
column_count
7
table object · 8 fields
label
Table 1
caption
Baseline data table related to pyroptosis.
rows array · 15 items
[0] array · 3 items
[0]
Characteristic
[1]
TCGA
[2]
GSE65858
[1] array · 6 items
[0]
Low score
[1]
High score
[2]
p
[3]
Low score
[4]
High score
[5]
p
[2] array · 7 items
[0]
n
[1]
251
[2]
250
[3]
[4]
135
[5]
135
[6]
[3] array · 1 item
[0]
Gender, n (%)
[4] array · 7 items
[0]
Female
[1]
66 (13.2%)
[2]
67 (13.4%)
[3]
0.979
[4]
26 (9.6%)
[5]
21 (7.8%)
[6]
0.521
[5] array · 6 items
[0]
Male
[1]
185 (36.9%)
[2]
183 (36.5%)
[3]
[4]
109 (40.4%)
[5]
114 (42.2%)
[6] array · 1 item
[0]
Stage, n (%)
[7] array · 7 items
[0]
'–
[1]
42 (8.4%)
[2]
26 (5.2%)
[3]
0.099
[4]
[5]
[6]
0.755
[8] array · 5 items
[0]
Stage I
[1]
13 (2.6%)
[2]
12 (2.4%)
[3]
7 (2.6%)
[4]
11 (4.1%)
[9] array · 5 items
[0]
Stage II
[1]
37 (7.4%)
[2]
32 (6.4%)
[3]
22 (8.1%)
[4]
15 (5.6%)
[10] array · 5 items
[0]
Stage III
[1]
40 (8%)
[2]
39 (7.8%)
[3]
19 (7%)
[4]
18 (6.7%)
[11] array · 5 items
[0]
Stage IVA
[1]
116 (23.2%)
[2]
132 (26.3%)
[3]
77 (28.5%)
[4]
78 (28.9%)
[12] array · 5 items
[0]
Stage IVB
[1]
2 (0.4%)
[2]
9 (1.8%)
[3]
7 (2.6%)
[4]
9 (3.3%)
[13] array · 5 items
[0]
Stage IVC
[1]
1 (0.2%)
[2]
0 (0%)
[3]
3 (1.1%)
[4]
4 (1.5%)
[14] array · 7 items
[0]
Age, median (IQR)
[1]
60.62 (53.92, 68.53)
[2]
62.03 (53.34, 69.66)
[3]
0.231
[4]
59.28 (54.86, 69.78)
[5]
57.08 (51.24, 66.47)
[6]
0.009
locator
section[3]/table-wrap[1]#Tab1
[2] object · 16 fields
id
asset:table:pmid:41315579:2
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:9f3df0a66c7714e12a0fd5901c4d607dc78bdf9c555e3da08c4e211caf32e399
bytes
511
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[9]/table-wrap[1]#Tab2
version
null
note
Sequences of gene-specific primers used for real-time RT-qPCR.
structure object · 5 fields
pmcid
PMC12775021
section_index
9
section_title
Quantitative realtime‑PCR validation
row_count
5
column_count
3
table object · 8 fields
label
Table 2
caption
Sequences of gene-specific primers used for real-time RT-qPCR.
rows array · 5 items
[0] array · 3 items
[0]
Gene
[1]
Forward primer (5′‑3′)
[2]
Reverse primer (5′‑3′)
[1] array · 3 items
[0]
NOD2
[1]
CACCGTCTGGAATAAGGGTACT
[2]
TTCATACTGGCTGACGAAACC
[2] array · 3 items
[0]
NOD1
[1]
ACTGAAAAGCAATCGGGAACTT
[2]
CACACACAATCTCCGCATCTT
[3] array · 3 items
[0]
GSDME
[1]
ACATGCAGGTCGAGGAGAAGT
[2]
TCAATGACACCGTAGGCAATG
[4] array · 3 items
[0]
GAPDH
[1]
Ctctgctcctcctgttcgac
[2]
Ttaaaagcagccctggtgac
locator
section[9]/table-wrap[1]#Tab2
gaps array · 1 item
[0]
asset:source:pmid:41315579 not verified
analysis object · 4 fields
state
absent
methods array · 0 items
targets array · 0 items
gaps array · 2 items
[0]
method
[1]
targets
capability object · 3 fields
state
absent
requirements array · 0 items
gaps array · 1 item
[0]
capability
readiness object · 8 fields
state
partial
tier
null
blocked_on
null
axes object · 0 fields
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 3 items
[0]
source:pmid:41315579
[1]
asset:table:pmid:41315579:1
[2]
asset:table:pmid:41315579:2
steps array · 1 item
[0]
read_published_estimate
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 1 item
[0]
xml
capabilities array · 0 items
data_gaps array · 1 item
[0]
source:pmid:41315579
gaps array · 1 item
[0]
corpus_record_absent
review object · 5 fields
state
partial
machine_critique object · 7 fields
status
blocked
providers array · 0 items
target_providers array · 0 items
agreement
false
disagreements array · 0 items
agreement_basis object · 2 fields
policy
decisive_fields
decisive_fields array · 4 items
[0]
work_type
[1]
number_stated
[2]
parent_value
[3]
unit
blinded
true
human_critique object · 5 fields
status
not_run
reviewer
null
signed_at
null
conflict_checked
false
commentary
null
stages array · 7 items
[0] object · 4 fields
key
target_materials
status
pending
reason
null
evidence
null
[1] object · 4 fields
key
independent_readings
status
blocked
reason
The independent readings are incomplete or disagree; the source evidence must resolve the difference.
evidence object · 1 field
provider_errors array · 4 items
[0] object · 4 fields
provider
minimax
model
null
reason
HTTP Error 429: Too Many Requests
raw_response
null
[1] object · 4 fields
provider
minimax_alt
model
null
reason
HTTP Error 429: Too Many Requests
raw_response
null
[2] object · 4 fields
provider
minimax
model
null
reason
HTTP Error 429: Too Many Requests
raw_response
null
[3] object · 4 fields
provider
minimax_alt
model
null
reason
HTTP Error 429: Too Many Requests
raw_response
null
[2] object · 4 fields
key
source_resolution
status
pending
reason
null
evidence
null
[3] object · 4 fields
key
protocol_reconstruction
status
pending
reason
null
evidence
null
[4] object · 4 fields
key
control_execution
status
pending
reason
null
evidence
null
[5] object · 4 fields
key
control_comparison
status
pending
reason
null
evidence
null
[6] object · 4 fields
key
publication
status
pending
reason
null
evidence
null
gaps array · 3 items
[0]
review.human_critique
[1]
review.machine_critique.blocked
[2]
review.machine_critique.providers
execution object · 5 fields
state
absent
status
not_run
mode
null
runs array · 0 items
gaps array · 1 item
[0]
execution.not_run
provenance object · 7 fields
entities array · 1 item
[0] object · 3 fields
id
package:5ad1d925c397e7acf57e6ecdaaddf3e8bb44b7be95a61dacf5bc859b5df7c50c
type
sep_package
label
SEP v1 package for pmid:41315579
activities array · 1 item
[0] object · 4 fields
id
activity:conversion:pmid:41315579
type
conversion
used array · 1 item
[0]
package:5ad1d925c397e7acf57e6ecdaaddf3e8bb44b7be95a61dacf5bc859b5df7c50c
agent
agent:corpus-assay-engine
agents array · 1 item
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
source_run_id
run-20261023T122449232913
dsl_catalogue_fingerprint
343fb30756ba6ec3
capability_table_fingerprint
2cb3e42f047d2ecf
snapshot_id
ba34b49490d9bfaf
lineage object · 4 fields
parent_id
pmid:41315579
parent_hash
sha256:ffd567d9941829634f3c8169099a83de0203a8aaff3d180ea8708b66338e1df0
fork_of
null
gaps array · 14 items
[0]
abstract
[1]
asset:source:pmid:41315579 not verified
[2]
authors
[3]
capability
[4]
corpus_record_absent
[5]
execution.not_run
[6]
method
[7]
review.human_critique
[8]
review.machine_critique.blocked
[9]
review.machine_critique.providers
[10]
step:obtain_source_data blocked on data:not_downloaded
[11]
step:run_analysis blocked on no owned computational capability is bound to this experiment
[12]
step:run_analysis input 'materials:the source data behind the published result in pmid:41315579' does not resolve to a declared asset
[13]
targets
Complete file
{"sci_version": "1.0", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:41315579", "kind": "science-record", "revision": 2, "content_hash": "sha256:95e98faf2c5c7756e014cdabd42b27e020345b42e0ba81676a97139fe561b9c5", "created_at": "2026-11-01T10:25:54Z", "updated_at": "2026-11-01T14:01:51Z", "generator": {"name": "corpus-assay-engine", "converter": "sep_to_sci_v1", "source_package_schema": "urn:bntrg:sep:1.0.0"}, "paper": {"state": "partial", "title": "Transcriptomic insights into GSDME-driven pyroptosis in head and neck cancer.", "doi": "10.1038/s41598-025-30182-3", "pmid": "41315579", "authors": null, "journal": "Scientific reports", "year": 2025, "abstract": null, "claims": [{"id": "claim-1", "statement": "the headline numerical result the paper states for its main finding", "kind": "qualitative", "state": "blocked", "target": {"value": null, "unit": null, "tolerance": null, "source": null}, "evidence": []}], "gaps": ["abstract", "authors"]}, "experiment": {"state": "partial", "objective": "the headline numerical result the paper states for its main finding", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate and its interval from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The number a replication must land on, and the sentence it came from.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:41315579"], "outputs": ["the published estimate, its unit and its interval"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data behind the published result", "kind": "data-preparation", "state": "blocked", "blocked_on": "data:not_downloaded", "description": "The published result cannot be recomputed without the data the paper analysed.", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the source data with its provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the analysis programme", "kind": "analysis", "state": "blocked", "blocked_on": "no owned computational capability is bound to this experiment", "description": "Re-run the paper's analysis on the source data and produce the registered result. | SEP input not carried into the asset list: materials:the source data behind the published result in pmid:41315579", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the registered result"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:obtain_source_data blocked on data:not_downloaded", "step:run_analysis blocked on no owned computational capability is bound to this experiment", "step:run_analysis input 'materials:the source data behind the published result in pmid:41315579' does not resolve to a declared asset"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:41315579", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1038/s41598-025-30182-3", "sha256": "sha256:d932ef0e24ba138bafcbc42c4c0cd13eb0c9531f8c9d6325311c66bde8930fea", "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1038/s41598-025-30182-3", "version": null, "note": "Source read by the package builder: full_text.", "structure": {"access_state": "full_text"}}, {"id": "asset:table:pmid:41315579:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:65b7ce7eefab646614724936fde5f0d89573ac0afd38f2d01ea9cbf0c7d2c15a", "bytes": 1050, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[3]/table-wrap[1]#Tab1", "version": null, "note": "Baseline data table related to pyroptosis.", "structure": {"pmcid": "PMC12775021", "section_index": 3, "section_title": "Data sources", "row_count": 15, "column_count": 7}, "table": {"label": "Table 1", "caption": "Baseline data table related to pyroptosis.", "rows": [["Characteristic", "TCGA", "GSE65858"], ["Low score", "High score", "p", "Low score", "High score", "p"], ["n", "251", "250", "", "135", "135", ""], ["Gender, n (%)"], ["Female", "66 (13.2%)", "67 (13.4%)", "0.979", "26 (9.6%)", "21 (7.8%)", "0.521"], ["Male", "185 (36.9%)", "183 (36.5%)", "", "109 (40.4%)", "114 (42.2%)"], ["Stage, n (%)"], ["'–", "42 (8.4%)", "26 (5.2%)", "0.099", "", "", "0.755"], ["Stage I", "13 (2.6%)", "12 (2.4%)", "7 (2.6%)", "11 (4.1%)"], ["Stage II", "37 (7.4%)", "32 (6.4%)", "22 (8.1%)", "15 (5.6%)"], ["Stage III", "40 (8%)", "39 (7.8%)", "19 (7%)", "18 (6.7%)"], ["Stage IVA", "116 (23.2%)", "132 (26.3%)", "77 (28.5%)", "78 (28.9%)"], ["Stage IVB", "2 (0.4%)", "9 (1.8%)", "7 (2.6%)", "9 (3.3%)"], ["Stage IVC", "1 (0.2%)", "0 (0%)", "3 (1.1%)", "4 (1.5%)"], ["Age, median (IQR)", "60.62 (53.92, 68.53)", "62.03 (53.34, 69.66)", "0.231", "59.28 (54.86, 69.78)", "57.08 (51.24, 66.47)", "0.009"]], "row_count": 15, "column_count": 7, "numeric_cells": 49, "header_rows": 2, "locator": "section[3]/table-wrap[1]#Tab1"}}, {"id": "asset:table:pmid:41315579:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:9f3df0a66c7714e12a0fd5901c4d607dc78bdf9c555e3da08c4e211caf32e399", "bytes": 511, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[9]/table-wrap[1]#Tab2", "version": null, "note": "Sequences of gene-specific primers used for real-time RT-qPCR.", "structure": {"pmcid": "PMC12775021", "section_index": 9, "section_title": "Quantitative realtime‑PCR validation", "row_count": 5, "column_count": 3}, "table": {"label": "Table 2", "caption": "Sequences of gene-specific primers used for real-time RT-qPCR.", "rows": [["Gene", "Forward primer (5′‑3′)", "Reverse primer (5′‑3′)"], ["NOD2", "CACCGTCTGGAATAAGGGTACT", "TTCATACTGGCTGACGAAACC"], ["NOD1", "ACTGAAAAGCAATCGGGAACTT", "CACACACAATCTCCGCATCTT"], ["GSDME", "ACATGCAGGTCGAGGAGAAGT", "TCAATGACACCGTAGGCAATG"], ["GAPDH", "Ctctgctcctcctgttcgac", "Ttaaaagcagccctggtgac"]], "row_count": 5, "column_count": 3, "numeric_cells": 2, "header_rows": 1, "locator": "section[9]/table-wrap[1]#Tab2"}}], "gaps": ["asset:source:pmid:41315579 not verified"]}, "analysis": {"state": "absent", "methods": [], "targets": [], "gaps": ["method", "targets"]}, "capability": {"state": "absent", "requirements": [], "gaps": ["capability"]}, "readiness": {"state": "partial", "tier": null, "blocking_axis": null, "blocked_on": null, "axes": {}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:41315579", "asset:table:pmid:41315579:1", "asset:table:pmid:41315579:2"], "steps": ["read_published_estimate"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": ["xml"], "capabilities": [], "data_gaps": ["source:pmid:41315579"]}, "gaps": ["corpus_record_absent"]}, "review": {"state": "partial", "machine_critique": {"status": "blocked", "providers": [], "target_providers": [], "agreement": false, "disagreements": [], "agreement_basis": {"policy": "decisive_fields", "decisive_fields": ["work_type", "number_stated", "parent_value", "unit"]}, "blinded": true}, "human_critique": {"status": "not_run", "reviewer": null, "signed_at": null, "conflict_checked": false, "commentary": null}, "stages": [{"key": "target_materials", "status": "pending", "reason": null, "evidence": null}, {"key": "independent_readings", "status": "blocked", "reason": "The independent readings are incomplete or disagree; the source evidence must resolve the difference.", "evidence": {"provider_errors": [{"provider": "minimax", "model": null, "reason": "HTTP Error 429: Too Many Requests", "raw_response": null}, {"provider": "minimax_alt", "model": null, "reason": "HTTP Error 429: Too Many Requests", "raw_response": null}, {"provider": "minimax", "model": null, "reason": "HTTP Error 429: Too Many Requests", "raw_response": null}, {"provider": "minimax_alt", "model": null, "reason": "HTTP Error 429: Too Many Requests", "raw_response": null}]}}, {"key": "source_resolution", "status": "pending", "reason": null, "evidence": null}, {"key": "protocol_reconstruction", "status": "pending", "reason": null, "evidence": null}, {"key": "control_execution", "status": "pending", "reason": null, "evidence": null}, {"key": "control_comparison", "status": "pending", "reason": null, "evidence": null}, {"key": "publication", "status": "pending", "reason": null, "evidence": null}], "gaps": ["review.human_critique", "review.machine_critique.blocked", "review.machine_critique.providers"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "package:5ad1d925c397e7acf57e6ecdaaddf3e8bb44b7be95a61dacf5bc859b5df7c50c", "type": "sep_package", "label": "SEP v1 package for pmid:41315579"}], "activities": [{"id": "activity:conversion:pmid:41315579", "type": "conversion", "used": ["package:5ad1d925c397e7acf57e6ecdaaddf3e8bb44b7be95a61dacf5bc859b5df7c50c"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}], "source_run_id": "run-20261023T122449232913", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:41315579", "parent_hash": "sha256:ffd567d9941829634f3c8169099a83de0203a8aaff3d180ea8708b66338e1df0", "fork_of": null, "generation": 2}, "gaps": ["abstract", "asset:source:pmid:41315579 not verified", "authors", "capability", "corpus_record_absent", "execution.not_run", "method", "review.human_critique", "review.machine_critique.blocked", "review.machine_critique.providers", "step:obtain_source_data blocked on data:not_downloaded", "step:run_analysis blocked on no owned computational capability is bound to this experiment", "step:run_analysis input 'materials:the source data behind the published result in pmid:41315579' does not resolve to a declared asset", "targets"]}