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

pmid:40165145

The neutrophil extracellular trap-related gene FPR1 (formyl peptide receptor 1) as a potential prognostic and therapeutic target in osteosarcoma.

Shihao Li · Qiong Yuan · Yuanyuan Zhang · Haiyang Zhang

BMC musculoskeletal disorders · 2025 doi:10.1186/s12891-024-08231-1

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
id
pmid:40165145
kind
science-record
content_hash
sha256:9dbc000827dd0e374e4e38b22ef1dbd3ea0963715c3a2e0a100205f51100a66b
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T20:30:21Z
updated_at
2026-11-01T22:56:19Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
The neutrophil extracellular trap-related gene FPR1 (formyl peptide receptor 1) as a potential prognostic and therapeutic target in osteosarcoma.
doi
10.1186/s12891-024-08231-1
pmid
40165145
authors array · 4 items
[0]
Shihao Li
[1]
Qiong Yuan
[2]
Yuanyuan Zhang
[3]
Haiyang Zhang
journal
BMC musculoskeletal disorders
year
2025
abstract
BACKGROUND: Neutrophil extracellular trap (NET) has been implicated in cancer progression and metastasis. Nevertheless, the role of the NET-related gene, formyl peptide receptor 1 (FPR1), in osteosarcoma (OS) remains largely unexplored. This study aimed to investigate the prognostic significance and biological function of FPR1 in OS. METHODS: The least absolute shrinkage and selection operator (LASSO) algorithm was employed to construct a NET-related prognostic model utilizing OS datasets from TARGET and GEO (GSE21257) databases. The scRNA-seq dataset GSE162454 was then used for verifying the role of NET-related model in OS at single-cell resolution. Next, survival analysis and multivariate cox regression analysis were performed to evaluate the prognostic value of FPR1 in OS patients. The CIBERSORT algorithm was conducted to evaluate the relationship between FPR1 levels and immune cell abundance. Subsequently, the biological role of FPR1 was explored through CCK-8, and transwell assays in OS cell lines. RESULTS: A signature NET score, comprising four NET-related genes (TNFRSF10C, FPR1, BST1 and SELPLG), was constructed to predict the prognosis of OS. The survival outcomes for patients in high-NET score group were markedly worse than that in the low-NET score group. Meanwhile, at single cell resolution, OS cells progressively evolved into tumors with elevated NET scores. Furthermore, FPR1 levels were markedly reduced in OS cells when compared to normal osteoblast cells, and the overexpression of FPR1 notably suppressed OS cell viability, migration and invasion. Additionally, OS patients exhibiting high levels of FPR1 demonstrated a favorable overall survival. Moreover, these patients also had a higher proportion of M1 macrophages and a lower proportion of M0 macrophages. CONCLUSION: Collectively, our study indicates that the NET-related gene FPR1 is closely related to tumor progression, prognosis and immune infiltration in OS.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
The survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40165145
locator
sections[5] "Survival analysis" paragraph 2
quote
The survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40165145
locator
sections[33] "notes" paragraph 1
quote
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
state
complete
[2] object · 6 fields
id
claim-target-result
statement
Additionally, ROC analysis revealed that the AUC values of 1-, 3-, and 5-year curves were 0.71, 0.81, and 0.78 in the TARGET_OS cohort (Fig. 1E) and were 0.54, 0.69, and 0.73 in the GSE21257 cohort, respectively (Fig. 1F).
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:40165145
locator
sections[17] "Construction of NET-related signature in OS" paragraph 4
quote
Additionally, ROC analysis revealed that the AUC values of 1-, 3-, and 5-year curves were 0.71, 0.81, and 0.78 in the TARGET_OS cohort (Fig. 1E) and were 0.54, 0.69, and 0.73 in the GSE21257 cohort, respectively (Fig. 1F).
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
Additionally, ROC analysis revealed that the AUC values of 1-, 3-, and 5-year curves were 0.71, 0.81, and 0.78 in the TARGET_OS cohort (Fig. 1E) and were 0.54, 0.69, and 0.73 in the GSE21257 cohort, respectively (Fig. 1F).
steps array · 3 items
[0] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
source:pmid:40165145
outputs array · 1 item
[0]
the published estimate and its evidence
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:GSE16088
outputs array · 1 item
[0]
the source data with its repository provenance
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
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.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:GSE16088
outputs array · 1 item
[0]
the replicated result and its comparison
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
state
partial
assets array · 7 items
[0] object · 15 fields
id
source:pmid:40165145
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1186/s12891-024-08231-1
sha256
sha256:10d93866e49f72bfad8e1ca480fb588450813baa1038445053ff3a8369f7988d
bytes
42155
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1186/s12891-024-08231-1
version
null
note
Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.
structure object · 4 fields
pmcid
PMC11956448
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE16088
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=GSE16088
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE16088
version
null
note
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
access_statement_kind
data_availability_statement
sample_accessions array · 23 items
[0]
GSM402684
[1]
GSM402685
[2]
GSM402686
[3]
GSM402687
[4]
GSM402688
[5]
GSM402689
[6]
GSM402690
[7]
GSM402691
[8]
GSM402692
[9]
GSM402693
[10]
GSM402694
[11]
GSM402695
[12]
GSM402696
[13]
GSM402697
[14]
GSM402698
[15]
GSM402699
[16]
GSM402700
[17]
GSM402701
[18]
GSM402702
[19]
GSM402703
[20]
GSM402704
[21]
GSM402705
[22]
GSM402706
sample_count
23
group_sizes
null
group_sizes_basis
null
platform
96
taxon
Homo sapiens
title
Gene expression profiles of human osteosarcoma
resolution_checked_at
2026-11-01T17:30:42Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE16091
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=GSE16091
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE16091
version
null
note
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
access_statement_kind
data_availability_statement
sample_accessions array · 34 items
[0]
GSM402718
[1]
GSM402719
[2]
GSM402720
[3]
GSM402721
[4]
GSM402722
[5]
GSM402723
[6]
GSM402724
[7]
GSM402725
[8]
GSM402726
[9]
GSM402727
[10]
GSM402728
[11]
GSM402729
[12]
GSM402730
[13]
GSM402731
[14]
GSM402732
[15]
GSM402733
[16]
GSM402734
[17]
GSM402735
[18]
GSM402736
[19]
GSM402737
[20]
GSM402738
[21]
GSM402739
[22]
GSM402740
[23]
GSM402741
[24]
GSM402742
[25]
GSM402743
[26]
GSM402744
[27]
GSM402745
[28]
GSM402746
[29]
GSM402747
[30]
GSM402748
[31]
GSM402749
[32]
GSM402750
[33]
GSM402751
sample_count
34
group_sizes
null
group_sizes_basis
null
platform
96
taxon
Homo sapiens
title
Gene expression profiles of human osteosarcoma, set2
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[3] object · 15 fields
id
data:geo:GSE162454
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=GSE162454
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE162454
version
null
note
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
access_statement_kind
data_availability_statement
sample_accessions array · 6 items
[0]
GSM4952363
[1]
GSM4952364
[2]
GSM4952365
[3]
GSM5155198
[4]
GSM5155199
[5]
GSM5155200
sample_count
6
group_sizes
null
group_sizes_basis
null
platform
24676
taxon
Homo sapiens
title
Single-cell RNA sequencing of human osteosarcoma
resolution_checked_at
2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE19276
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=GSE19276
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE19276
version
null
note
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
access_statement_kind
data_availability_statement
sample_accessions array · 49 items
[0]
GSM481071
[1]
GSM481072
[2]
GSM481073
[3]
GSM481074
[4]
GSM481075
[5]
GSM481076
[6]
GSM481077
[7]
GSM481078
[8]
GSM481079
[9]
GSM481080
[10]
GSM481081
[11]
GSM481082
[12]
GSM481083
[13]
GSM481084
[14]
GSM481085
[15]
GSM481086
[16]
GSM481087
[17]
GSM481088
[18]
GSM481089
[19]
GSM481090
[20]
GSM481091
[21]
GSM481092
[22]
GSM481093
[23]
GSM481094
[24]
GSM481095
[25]
GSM481096
[26]
GSM481097
[27]
GSM481098
[28]
GSM481099
[29]
GSM481100
[30]
GSM481101
[31]
GSM481102
[32]
GSM481103
[33]
GSM481104
[34]
GSM481105
[35]
GSM481106
[36]
GSM481107
[37]
GSM481108
[38]
GSM481109
[39]
GSM481110
[40]
GSM481111
[41]
GSM481112
[42]
GSM481113
[43]
GSM481114
[44]
GSM481115
[45]
GSM481116
[46]
GSM481117
[47]
GSM481118
[48]
GSM481119
sample_count
49
group_sizes
null
group_sizes_basis
null
platform
6848
taxon
Homo sapiens
title
Osteosarcoma is characterized by impaired osteoclastogenesis and antigen presentation compared to normal bone
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[5] object · 15 fields
id
data:geo:GSE21257
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=GSE21257
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE21257
version
null
note
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
access_statement_kind
data_availability_statement
sample_accessions array · 53 items
[0]
GSM530667
[1]
GSM530899
[2]
GSM531283
[3]
GSM531284
[4]
GSM531285
[5]
GSM531286
[6]
GSM531287
[7]
GSM531288
[8]
GSM531289
[9]
GSM531290
[10]
GSM531291
[11]
GSM531292
[12]
GSM531293
[13]
GSM531294
[14]
GSM531295
[15]
GSM531296
[16]
GSM531297
[17]
GSM531298
[18]
GSM531299
[19]
GSM531300
[20]
GSM531301
[21]
GSM531302
[22]
GSM531303
[23]
GSM531304
[24]
GSM531305
[25]
GSM531306
[26]
GSM531307
[27]
GSM531308
[28]
GSM531309
[29]
GSM531310
[30]
GSM531311
[31]
GSM531312
[32]
GSM531313
[33]
GSM531314
[34]
GSM531319
[35]
GSM531320
[36]
GSM531321
[37]
GSM531322
[38]
GSM531323
[39]
GSM531324
[40]
GSM531325
[41]
GSM531326
[42]
GSM531327
[43]
GSM531328
[44]
GSM531329
[45]
GSM531330
[46]
GSM531331
[47]
GSM531332
[48]
GSM531333
[49]
GSM531334
[50]
GSM531335
[51]
GSM531351
[52]
GSM531352
sample_count
53
group_sizes
null
group_sizes_basis
null
platform
10295
taxon
Homo sapiens
title
Genome-wide gene expression profiling on pre-chemotherapy biopsies of osteosarcoma patients who developed metastases within 5yrs (n=34) and patients who did not develop metastases within 5yrs (n=19)
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[6] object · 15 fields
id
data:geo:GSE99671
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=GSE99671
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE99671
version
null
note
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
access_statement_kind
data_availability_statement
sample_accessions array · 51 items
[0]
GSM2649696
[1]
GSM2649697
[2]
GSM2649698
[3]
GSM2649699
[4]
GSM2649700
[5]
GSM2649701
[6]
GSM2649702
[7]
GSM2649703
[8]
GSM2649704
[9]
GSM2649705
[10]
GSM2649706
[11]
GSM2649707
[12]
GSM2649708
[13]
GSM2649709
[14]
GSM2649710
[15]
GSM2649711
[16]
GSM2649712
[17]
GSM2649713
[18]
GSM2649714
[19]
GSM2649715
[20]
GSM2649716
[21]
GSM2649717
[22]
GSM2649718
[23]
GSM2649719
[24]
GSM2649720
[25]
GSM2649721
[26]
GSM2649722
[27]
GSM2649723
[28]
GSM2649724
[29]
GSM2649725
[30]
GSM2649726
[31]
GSM2649727
[32]
GSM2649728
[33]
GSM2649729
[34]
GSM2649730
[35]
GSM2649731
[36]
GSM2652426
[37]
GSM2652427
[38]
GSM2652428
[39]
GSM2652429
[40]
GSM2652430
[41]
GSM2652431
[42]
GSM2652432
[43]
GSM2652433
[44]
GSM2652434
[45]
GSM2652435
[46]
GSM2652436
[47]
GSM2652437
[48]
GSM2652438
[49]
GSM2652439
[50]
GSM2652440
sample_count
51
group_sizes
null
group_sizes_basis
null
platform
20148
taxon
Homo sapiens
title
Whole transcriptome analysis identifies differentially regulated networks between osteosarcoma and normal bone samples
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 12 items
[0]
asset:data:geo:GSE16088 not downloaded
[1]
asset:data:geo:GSE16088 licence not read
[2]
asset:data:geo:GSE16091 not downloaded
[3]
asset:data:geo:GSE16091 licence not read
[4]
asset:data:geo:GSE162454 not downloaded
[5]
asset:data:geo:GSE162454 licence not read
[6]
asset:data:geo:GSE19276 not downloaded
[7]
asset:data:geo:GSE19276 licence not read
[8]
asset:data:geo:GSE21257 not downloaded
[9]
asset:data:geo:GSE21257 licence not read
[10]
asset:data:geo:GSE99671 not downloaded
[11]
asset:data:geo:GSE99671 licence not read
analysis object · 4 fields
state
partial
methods array · 6 items
[0] object · 10 fields
id
method-1
family
survival_analysis
specific
kaplan_meier
label
Survival analysis
dsl_operations array · 1 item
[0]
survival_km
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
1
band
verbatim
quote
The survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups.
[1] object · 10 fields
id
method-2
family
group_comparison
specific
wilcoxon
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
group_comparison_wilcoxon
expressible
false
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.8
band
high
quote
Wilcoxon
[2] object · 10 fields
id
method-3
family
group_comparison
specific
anova
label
Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
0.8
band
high
quote
ANOVA
[3] object · 10 fields
id
method-4
family
survival_analysis
specific
cox_proportional_hazards
label
Survival analysis
dsl_operations array · 1 item
[0]
cox_ph
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.7
band
medium
quote
cox regression
[4] object · 10 fields
id
method-5
family
survival_analysis
specific
log_rank_test
label
Survival analysis
dsl_operations array · 1 item
[0]
logrank_test
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
time_to_event_with_censoring
evidence object · 3 fields
score
0.8
band
high
quote
log-rank
[5] object · 10 fields
id
method-6
family
correlation_analysis
specific
pearson
label
Correlation analysis
dsl_operations array · 1 item
[0]
pearson_r
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
paired_numeric_columns
evidence object · 3 fields
score
0.8
band
high
quote
Pearson correlation
targets array · 0 items
gaps array · 1 item
[0]
method.reader_differs_from_extractor
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
label
Computational analysis platform
assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
[2]
survival_analysis
[3]
statistical_regression
[4]
pca
[5]
molecular_docking
[6]
network_analysis
[7]
differential_expression
[8]
gwas
candidate
Automated Assays Laravel application and simulated adapters
gaps array · 0 items
readiness object · 8 fields
state
complete
tier
R1
blocked_on
nothing:replicable_now
axes object · 3 fields
method object · 5 fields
tier
R1
expressible
true
required_operations array · 1 item
[0]
survival_km
missing_operations array · 0 items
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: kaplan_meier.
capability object · 4 fields
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 object · 6 fields
tier
R1
reachable
true
accessions array · 6 items
[0]
GSE21257
[1]
GSE16088
[2]
GSE19276
[3]
GSE99671
[4]
GSE16091
[5]
GSE162454
resolved_accessions array · 6 items
[0]
GSE21257
[1]
GSE16088
[2]
GSE19276
[3]
GSE99671
[4]
GSE16091
[5]
GSE162454
statements array · 1 item
[0]
The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).
basis
The paper names GSE21257, GSE16088, GSE19276, GSE99671, GSE16091, GSE162454 in Gene Expression Omnibus (GEO) database and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 1 item
[0]
survival_km
assets array · 2 items
[0]
source:pmid:40165145
[1]
data:geo:GSE16088
steps array · 1 item
[0]
run_analysis
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
[0]
data:geo:GSE16088
gaps array · 0 items
review object · 5 fields
state
partial
machine_critique object · 5 fields
kind
extraction_review
reader object · 5 fields
model
MiniMax-M3.1-Flash
provider
minimax
provider_family
minimax
read_at
2026-11-01T19:49:41Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
12314
completion_tokens
3588
cached_tokens
256
stages array · 1 item
[0] object · 4 fields
id
extraction
state
complete
reader
MiniMax-M3.1-Flash
provider
minimax
gaps array · 3 items
[0]
review.independent_reader
[1]
review.machine_critique
[2]
review.human_critique
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 · 3 items
[0] object · 3 fields
id
pmid:40165145
type
paper
label
pmid:40165145
[1] object · 3 fields
id
source:pmid:40165145
type
manuscript
label
PMID 40165145 full text
[2] object · 3 fields
id
data:geo:GSE16088
type
dataset
label
GEO GSE16088
activities array · 3 items
[0] object · 4 fields
id
activity-reading-sci-2026-11-01
type
classification
used array · 3 items
[0] object · 3 fields
id
pmid:40165145
type
paper
label
pmid:40165145
[1] object · 3 fields
id
source:pmid:40165145
type
manuscript
label
PMID 40165145 full text
[2] object · 3 fields
id
data:geo:GSE16088
type
dataset
label
GEO GSE16088
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-40165145
type
extraction
used array · 1 item
[0]
source:pmid:40165145
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE16088
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE16088
agent
agent:corpus-assay-engine
agents array · 2 items
[0] object · 3 fields
id
agent:corpus-assay-engine
type
software
label
Corpus assay engine
[1] object · 3 fields
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 object · 4 fields
parent_id
pmid:40165145
parent_hash
sha256:3c97b5200432fae4e7e8be484cc6033c641eb3528eced9723dea9ae3b1701226
fork_of
null
gaps array · 17 items
[0]
asset:data:geo:GSE16088 licence not read
[1]
asset:data:geo:GSE16088 not downloaded
[2]
asset:data:geo:GSE16091 licence not read
[3]
asset:data:geo:GSE16091 not downloaded
[4]
asset:data:geo:GSE162454 licence not read
[5]
asset:data:geo:GSE162454 not downloaded
[6]
asset:data:geo:GSE19276 licence not read
[7]
asset:data:geo:GSE19276 not downloaded
[8]
asset:data:geo:GSE21257 licence not read
[9]
asset:data:geo:GSE21257 not downloaded
[10]
asset:data:geo:GSE99671 licence not read
[11]
asset:data:geo:GSE99671 not downloaded
[12]
execution.not_run
[13]
method.reader_differs_from_extractor
[14]
review.human_critique
[15]
review.independent_reader
[16]
review.machine_critique
assays array · 5 items
[0] object · 11 fields
role
data_generation
definition_id
scrna_seq
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
unsupported
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
rom TARGET and GEO (GSE21257) databases. The scRNA-seq dataset GSE162454 was then used for verifyin
order_basis
paper_text_order:641
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
apoptosis_assay
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.93
evidence array · 1 item
[0]
biological role of FPR1 was explored through CCK-8, and transwell assays in OS cell lines. RESU
order_basis
paper_text_order:1074
id
assay:2
[2] object · 11 fields
role
data_generation
definition_id
transfection
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 3 items
[0]
l score and estimate score. Cell culture and transfection The HFOB1.19 cell line (GNHu14, National Col
[1]
ied atmosphere with 5% CO2. U-2OS cells were transfected with FPR1 overexpression (OE-FPR1) or negati
[2]
ontrol (OE-NC) plasmids using a Lipocat2000C transfection reagent (No. AQ11669, Beijing Aoqing Biotech
order_basis
paper_text_order:2522
id
assay:3
[3] object · 11 fields
role
data_generation
definition_id
cell_culture
definition_version
99e1195c7d6f
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
assay_lexicon
99e1195c7d6f
confidence
0.99
evidence array · 4 items
[0]
SAOS-2 (iCell-h313, The World Cell Factory) cell lines were cultured in McCoy’s 5 A medium (No. PM150710, Procell
[1]
th 10% FBS and 1% P/S. HOS, U-2OS and SAOS-2 cell lines were maintained at 37℃ in a humidified atmosphere with 5% CO
[2]
llection of Authenticated Cell Cultures) was cultured in DMEM medium (No. PM150270, Procell) suppleme
[3]
O2. The HOS cell line (CL-0360, Procell) was cultured in MEM medium (No. PM150410, Procell) supplemen
order_basis
paper_text_order:2623
id
assay:4
[4] object · 11 fields
role
analysis
definition_id
survival_analysis
definition_version
f2132e96ae6c7a4e
required_operations array · 1 item
[0]
survival_km
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
The survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups.
order_basis
consumes_earlier_output
id
assay:5
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:40165145", "kind": "science-record", "revision": 4, "content_hash": "sha256:9dbc000827dd0e374e4e38b22ef1dbd3ea0963715c3a2e0a100205f51100a66b", "created_at": "2026-11-01T20:30:21Z", "updated_at": "2026-11-01T22:56:19Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "The neutrophil extracellular trap-related gene FPR1 (formyl peptide receptor 1) as a potential prognostic and therapeutic target in osteosarcoma.", "doi": "10.1186/s12891-024-08231-1", "pmid": "40165145", "authors": ["Shihao Li", "Qiong Yuan", "Yuanyuan Zhang", "Haiyang Zhang"], "journal": "BMC musculoskeletal disorders", "year": 2025, "abstract": "BACKGROUND: Neutrophil extracellular trap (NET) has been implicated in cancer progression and metastasis. Nevertheless, the role of the NET-related gene, formyl peptide receptor 1 (FPR1), in osteosarcoma (OS) remains largely unexplored. This study aimed to investigate the prognostic significance and biological function of FPR1 in OS.\nMETHODS: The least absolute shrinkage and selection operator (LASSO) algorithm was employed to construct a NET-related prognostic model utilizing OS datasets from TARGET and GEO (GSE21257) databases. The scRNA-seq dataset GSE162454 was then used for verifying the role of NET-related model in OS at single-cell resolution. Next, survival analysis and multivariate cox regression analysis were performed to evaluate the prognostic value of FPR1 in OS patients. The CIBERSORT algorithm was conducted to evaluate the relationship between FPR1 levels and immune cell abundance. Subsequently, the biological role of FPR1 was explored through CCK-8, and transwell assays in OS cell lines.\nRESULTS: A signature NET score, comprising four NET-related genes (TNFRSF10C, FPR1, BST1 and SELPLG), was constructed to predict the prognosis of OS. The survival outcomes for patients in high-NET score group were markedly worse than that in the low-NET score group. Meanwhile, at single cell resolution, OS cells progressively evolved into tumors with elevated NET scores. Furthermore, FPR1 levels were markedly reduced in OS cells when compared to normal osteoblast cells, and the overexpression of FPR1 notably suppressed OS cell viability, migration and invasion. Additionally, OS patients exhibiting high levels of FPR1 demonstrated a favorable overall survival. Moreover, these patients also had a higher proportion of M1 macrophages and a lower proportion of M0 macrophages.\nCONCLUSION: Collectively, our study indicates that the NET-related gene FPR1 is closely related to tumor progression, prognosis and immune infiltration in OS.", "claims": [{"id": "claim-method", "statement": "The survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40165145", "locator": "sections[5] \"Survival analysis\" paragraph 2", "quote": "The survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:40165145", "locator": "sections[33] \"notes\" paragraph 1", "quote": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "Additionally, ROC analysis revealed that the AUC values of 1-, 3-, and 5-year curves were 0.71, 0.81, and 0.78 in the TARGET_OS cohort (Fig. 1E) and were 0.54, 0.69, and 0.73 in the GSE21257 cohort, respectively (Fig. 1F).", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:40165145", "locator": "sections[17] \"Construction of NET-related signature in OS\" paragraph 4", "quote": "Additionally, ROC analysis revealed that the AUC values of 1-, 3-, and 5-year curves were 0.71, 0.81, and 0.78 in the TARGET_OS cohort (Fig. 1E) and were 0.54, 0.69, and 0.73 in the GSE21257 cohort, respectively (Fig. 1F)."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "Additionally, ROC analysis revealed that the AUC values of 1-, 3-, and 5-year curves were 0.71, 0.81, and 0.78 in the TARGET_OS cohort (Fig. 1E) and were 0.54, 0.69, and 0.73 in the GSE21257 cohort, respectively (Fig. 1F).", "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:40165145"], "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:GSE16088"], "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:GSE16088"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:40165145", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12891-024-08231-1", "sha256": "sha256:10d93866e49f72bfad8e1ca480fb588450813baa1038445053ff3a8369f7988d", "bytes": 42155, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12891-024-08231-1", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11956448", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE16088", "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=GSE16088", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE16088", "version": null, "note": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM402684", "GSM402685", "GSM402686", "GSM402687", "GSM402688", "GSM402689", "GSM402690", "GSM402691", "GSM402692", "GSM402693", "GSM402694", "GSM402695", "GSM402696", "GSM402697", "GSM402698", "GSM402699", "GSM402700", "GSM402701", "GSM402702", "GSM402703", "GSM402704", "GSM402705", "GSM402706"], "sample_count": 23, "group_sizes": null, "group_sizes_basis": null, "platform": "96", "taxon": "Homo sapiens", "title": "Gene expression profiles of human osteosarcoma", "resolution_checked_at": "2026-11-01T17:30:42Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE16091", "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=GSE16091", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE16091", "version": null, "note": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM402718", "GSM402719", "GSM402720", "GSM402721", "GSM402722", "GSM402723", "GSM402724", "GSM402725", "GSM402726", "GSM402727", "GSM402728", "GSM402729", "GSM402730", "GSM402731", "GSM402732", "GSM402733", "GSM402734", "GSM402735", "GSM402736", "GSM402737", "GSM402738", "GSM402739", "GSM402740", "GSM402741", "GSM402742", "GSM402743", "GSM402744", "GSM402745", "GSM402746", "GSM402747", "GSM402748", "GSM402749", "GSM402750", "GSM402751"], "sample_count": 34, "group_sizes": null, "group_sizes_basis": null, "platform": "96", "taxon": "Homo sapiens", "title": "Gene expression profiles of human osteosarcoma, set2", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE162454", "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=GSE162454", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE162454", "version": null, "note": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4952363", "GSM4952364", "GSM4952365", "GSM5155198", "GSM5155199", "GSM5155200"], "sample_count": 6, "group_sizes": null, "group_sizes_basis": null, "platform": "24676", "taxon": "Homo sapiens", "title": "Single-cell RNA sequencing of human osteosarcoma", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE19276", "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=GSE19276", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE19276", "version": null, "note": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM481071", "GSM481072", "GSM481073", "GSM481074", "GSM481075", "GSM481076", "GSM481077", "GSM481078", "GSM481079", "GSM481080", "GSM481081", "GSM481082", "GSM481083", "GSM481084", "GSM481085", "GSM481086", "GSM481087", "GSM481088", "GSM481089", "GSM481090", "GSM481091", "GSM481092", "GSM481093", "GSM481094", "GSM481095", "GSM481096", "GSM481097", "GSM481098", "GSM481099", "GSM481100", "GSM481101", "GSM481102", "GSM481103", "GSM481104", "GSM481105", "GSM481106", "GSM481107", "GSM481108", "GSM481109", "GSM481110", "GSM481111", "GSM481112", "GSM481113", "GSM481114", "GSM481115", "GSM481116", "GSM481117", "GSM481118", "GSM481119"], "sample_count": 49, "group_sizes": null, "group_sizes_basis": null, "platform": "6848", "taxon": "Homo sapiens", "title": "Osteosarcoma is characterized by impaired osteoclastogenesis and antigen presentation compared to normal bone", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE21257", "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=GSE21257", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE21257", "version": null, "note": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM530667", "GSM530899", "GSM531283", "GSM531284", "GSM531285", "GSM531286", "GSM531287", "GSM531288", "GSM531289", "GSM531290", "GSM531291", "GSM531292", "GSM531293", "GSM531294", "GSM531295", "GSM531296", "GSM531297", "GSM531298", "GSM531299", "GSM531300", "GSM531301", "GSM531302", "GSM531303", "GSM531304", "GSM531305", "GSM531306", "GSM531307", "GSM531308", "GSM531309", "GSM531310", "GSM531311", "GSM531312", "GSM531313", "GSM531314", "GSM531319", "GSM531320", "GSM531321", "GSM531322", "GSM531323", "GSM531324", "GSM531325", "GSM531326", "GSM531327", "GSM531328", "GSM531329", "GSM531330", "GSM531331", "GSM531332", "GSM531333", "GSM531334", "GSM531335", "GSM531351", "GSM531352"], "sample_count": 53, "group_sizes": null, "group_sizes_basis": null, "platform": "10295", "taxon": "Homo sapiens", "title": "Genome-wide gene expression profiling on pre-chemotherapy biopsies of osteosarcoma patients who developed metastases within 5yrs (n=34) and patients who did not develop metastases within 5yrs (n=19)", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE99671", "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=GSE99671", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE99671", "version": null, "note": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/).", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2649696", "GSM2649697", "GSM2649698", "GSM2649699", "GSM2649700", "GSM2649701", "GSM2649702", "GSM2649703", "GSM2649704", "GSM2649705", "GSM2649706", "GSM2649707", "GSM2649708", "GSM2649709", "GSM2649710", "GSM2649711", "GSM2649712", "GSM2649713", "GSM2649714", "GSM2649715", "GSM2649716", "GSM2649717", "GSM2649718", "GSM2649719", "GSM2649720", "GSM2649721", "GSM2649722", "GSM2649723", "GSM2649724", "GSM2649725", "GSM2649726", "GSM2649727", "GSM2649728", "GSM2649729", "GSM2649730", "GSM2649731", "GSM2652426", "GSM2652427", "GSM2652428", "GSM2652429", "GSM2652430", "GSM2652431", "GSM2652432", "GSM2652433", "GSM2652434", "GSM2652435", "GSM2652436", "GSM2652437", "GSM2652438", "GSM2652439", "GSM2652440"], "sample_count": 51, "group_sizes": null, "group_sizes_basis": null, "platform": "20148", "taxon": "Homo sapiens", "title": "Whole transcriptome analysis identifies differentially regulated networks between osteosarcoma and normal bone samples", "resolution_checked_at": "2026-11-01T15:39:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE16088 not downloaded", "asset:data:geo:GSE16088 licence not read", "asset:data:geo:GSE16091 not downloaded", "asset:data:geo:GSE16091 licence not read", "asset:data:geo:GSE162454 not downloaded", "asset:data:geo:GSE162454 licence not read", "asset:data:geo:GSE19276 not downloaded", "asset:data:geo:GSE19276 licence not read", "asset:data:geo:GSE21257 not downloaded", "asset:data:geo:GSE21257 licence not read", "asset:data:geo:GSE99671 not downloaded", "asset:data:geo:GSE99671 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 survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups."}}, {"id": "method-2", "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-3", "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": "ANOVA"}}, {"id": "method-4", "family": "survival_analysis", "specific": "cox_proportional_hazards", "label": "Survival analysis", "dsl_operations": ["cox_ph"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.7, "band": "medium", "quote": "cox regression"}}, {"id": "method-5", "family": "survival_analysis", "specific": "log_rank_test", "label": "Survival analysis", "dsl_operations": ["logrank_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.8, "band": "high", "quote": "log-rank"}}, {"id": "method-6", "family": "correlation_analysis", "specific": "pearson", "label": "Correlation analysis", "dsl_operations": ["pearson_r"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["paired_numeric_columns"], "evidence": {"score": 0.8, "band": "high", "quote": "Pearson correlation"}}], "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": ["GSE21257", "GSE16088", "GSE19276", "GSE99671", "GSE16091", "GSE162454"], "resolved_accessions": ["GSE21257", "GSE16088", "GSE19276", "GSE99671", "GSE16091", "GSE162454"], "statements": ["The data that support the findings of this study are available in the TARGET database (https://ocg.cancer.gov/programs/target), Gene Expression Omnibus (GEO) database (https://www.ncbi.nlm.nih.gov/geo/), Molecular Signature Database (https://www.gsea-msigdb.org/gsea/msigdb), CellMarker database (http://bio-bigdata.hrbmu.edu.cn/CellMarker/), Comparative Toxicogenomics Database (CTD) database (http://ctdbase.org/)."], "basis": "The paper names GSE21257, GSE16088, GSE19276, GSE99671, GSE16091, GSE162454 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": ["survival_km"], "assets": ["source:pmid:40165145", "data:geo:GSE16088"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE16088"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:49:41Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 12314, "completion_tokens": 3588, "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:40165145", "type": "paper", "label": "pmid:40165145"}, {"id": "source:pmid:40165145", "type": "manuscript", "label": "PMID 40165145 full text"}, {"id": "data:geo:GSE16088", "type": "dataset", "label": "GEO GSE16088"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:40165145", "type": "paper", "label": "pmid:40165145"}, {"id": "source:pmid:40165145", "type": "manuscript", "label": "PMID 40165145 full text"}, {"id": "data:geo:GSE16088", "type": "dataset", "label": "GEO GSE16088"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-40165145", "type": "extraction", "used": ["source:pmid:40165145"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE16088", "type": "accession_resolution", "used": ["data:geo:GSE16088"], "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:40165145", "parent_hash": "sha256:3c97b5200432fae4e7e8be484cc6033c641eb3528eced9723dea9ae3b1701226", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE16088 licence not read", "asset:data:geo:GSE16088 not downloaded", "asset:data:geo:GSE16091 licence not read", "asset:data:geo:GSE16091 not downloaded", "asset:data:geo:GSE162454 licence not read", "asset:data:geo:GSE162454 not downloaded", "asset:data:geo:GSE19276 licence not read", "asset:data:geo:GSE19276 not downloaded", "asset:data:geo:GSE21257 licence not read", "asset:data:geo:GSE21257 not downloaded", "asset:data:geo:GSE99671 licence not read", "asset:data:geo:GSE99671 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": "scrna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "unsupported", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["rom TARGET and GEO (GSE21257) databases. The scRNA-seq dataset GSE162454 was then used for verifyin"], "order_basis": "paper_text_order:641", "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": 0.93, "evidence": ["biological role of FPR1 was explored through CCK-8, and transwell assays in OS cell lines. RESU"], "order_basis": "paper_text_order:1074", "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": 0.99, "evidence": ["l score and estimate score. Cell culture and transfection The HFOB1.19 cell line (GNHu14, National Col", "ied atmosphere with 5% CO2. U-2OS cells were transfected with FPR1 overexpression (OE-FPR1) or negati", "ontrol (OE-NC) plasmids using a Lipocat2000C transfection reagent (No. AQ11669, Beijing Aoqing Biotech"], "order_basis": "paper_text_order:2522", "id": "assay:3"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["SAOS-2 (iCell-h313, The World Cell Factory) cell lines were cultured in McCoy’s 5 A medium (No. PM150710, Procell", "th 10% FBS and 1% P/S. HOS, U-2OS and SAOS-2 cell lines were maintained at 37℃ in a humidified atmosphere with 5% CO", "llection of Authenticated Cell Cultures) was cultured in DMEM medium (No. PM150270, Procell) suppleme", "O2. The HOS cell line (CL-0360, Procell) was cultured in MEM medium (No. PM150410, Procell) supplemen"], "order_basis": "paper_text_order:2623", "id": "assay:4"}, {"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 survival outcomes of OS patients in two groups were assessed using the R packages “survival” and “survminer” (https://CRAN.R-project.org/package=survival) based on Kaplan-Meier method. The log-rank test was applied to evaluate statistical significance of survival outcomes between two groups."], "order_basis": "consumes_earlier_output", "id": "assay:5"}]}