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

pmid:39380096

SLAMF8 regulates osteogenesis and adipogenesis of bone marrow mesenchymal stem cells via S100A6/Wnt/β-catenin signaling pathway.

Yibo Wang · Kai Hang · Xiaoyong Wu · Li Ying · Zhongxiang Wang · Zemin Ling · Hao Hu · Zhijun Pan · Xuenong Zou

Stem cell research & therapy · 2024 doi:10.1186/s13287-024-03964-1

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
id
pmid:39380096
kind
science-record
content_hash
sha256:4fb8c2a8458d1c1b2a9a071efc5e43cbeb39a5df65962a7ca12d7aaddc81587a
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T20:29:36Z
updated_at
2026-11-01T22:55:21Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
SLAMF8 regulates osteogenesis and adipogenesis of bone marrow mesenchymal stem cells via S100A6/Wnt/β-catenin signaling pathway.
doi
10.1186/s13287-024-03964-1
pmid
39380096
authors array · 9 items
[0]
Yibo Wang
[1]
Kai Hang
[2]
Xiaoyong Wu
[3]
Li Ying
[4]
Zhongxiang Wang
[5]
Zemin Ling
[6]
Hao Hu
[7]
Zhijun Pan
[8]
Xuenong Zou
journal
Stem cell research & therapy
year
2024
abstract
BACKGROUND: The inflammatory microenvironment plays an essential role in bone healing after fracture. The signaling lymphocytic activation molecule family (SLAMF) members deeply participate in inflammatory response and make a vast difference. METHODS: We identified SLAMF8 in GEO datasets (GSE129165 and GSE176086) and co-expression analyses were performed to define the relationships between SLAMF8 and osteogenesis relative genes (RUNX2 and COL1A1). In vitro, we established SLAMF8 knockdown and overexpression mouse bone marrow mesenchymal stem cells (mBMSCs) lines. qPCR, Western blot, ALP staining, ARS staining, Oil Red O staining and Immunofluorescence analyses were performed to investigate the effect of SLAMF8 in mBMSCs osteogenesis and adipogenesis. In vivo, mice femoral fracture model was performed to explore the function of SLAMF8. RESULTS: SLAMF8 knockdown significantly suppressed the expression of osteogenesis relative genes (RUNX2, SP7 and COL1A1), ALP activity and mineral deposition, but increased the expression of adipogenesis relative genes (PPARγ and C/EBPα). Additionally, SLAMF8 overexpression had the opposite effects. The role SLAMF8 played in mBMSCs osteogenic and adipogenic differentiation were through S100A6 and Wnt/β-Catenin signaling pathway. Moreover, SLAMF8 overexpression mBMSCs promoted the healing of femoral fracture. CONCLUSIONS: SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway. SLAMF8 overexpression mBMSCs effectively accelerate the healing of femoral fracture in mice.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39380096
locator
sections[14] "Statistical analysis" paragraph 2
quote
Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39380096
locator
sections[28] "Data availability" paragraph 2
quote
The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:39380096
locator
sections[0] "Abstract" paragraph 4
quote
SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway.
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:39380096
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:GSE129165
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
blocked
blocked_on
method:student_t
description
Apply the paper's statistical method to the resolved series and compare the result with the published target.
parameters object · 0 fields
inputs array · 1 item
[0]
data:geo:GSE129165
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 · 1 item
[0]
step:run_analysis blocked on method:student_t
data object · 3 fields
state
partial
assets array · 3 items
[0] object · 15 fields
id
source:pmid:39380096
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1186/s13287-024-03964-1
sha256
sha256:4a42d5716b72d8691a88fc125fd225f72b1ef53cb0486a175cf155cacd51e8cd
bytes
67529
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1186/s13287-024-03964-1
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
PMC11462740
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE129165
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=GSE129165
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE129165
version
null
note
The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.
access_statement_kind
data_availability_statement
sample_accessions array · 24 items
[0]
GSM3701675
[1]
GSM3701676
[2]
GSM3701677
[3]
GSM3701678
[4]
GSM3701679
[5]
GSM3701680
[6]
GSM3701681
[7]
GSM3701682
[8]
GSM3701683
[9]
GSM3701684
[10]
GSM3701685
[11]
GSM3701686
[12]
GSM3701687
[13]
GSM3701688
[14]
GSM3701689
[15]
GSM3701690
[16]
GSM3701691
[17]
GSM3701692
[18]
GSM3701693
[19]
GSM3701694
[20]
GSM3701695
[21]
GSM3701696
[22]
GSM3701697
[23]
GSM3701698
sample_count
24
group_sizes
null
group_sizes_basis
null
platform
571
taxon
Homo sapiens
title
Human bone marrow and umbilical cord-derived mesenchymal stromal cells activated with TNF-α, IL-1β or IFN-γ
resolution_checked_at
2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE176086
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=GSE176086
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE176086
version
null
note
The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.
access_statement_kind
data_availability_statement
sample_accessions array · 12 items
[0]
GSM5354698
[1]
GSM5354699
[2]
GSM5354700
[3]
GSM5354701
[4]
GSM5354702
[5]
GSM5354703
[6]
GSM5354704
[7]
GSM5354705
[8]
GSM5354706
[9]
GSM5354707
[10]
GSM5354708
[11]
GSM5354709
sample_count
12
group_sizes
null
group_sizes_basis
null
platform
21185
taxon
Homo sapiens
title
Gene expression of human bone marrow mesenchymal stem cell (hBMSCs) during osteogenesis with or without TNF-alpha
resolution_checked_at
2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 4 items
[0]
asset:data:geo:GSE129165 not downloaded
[1]
asset:data:geo:GSE129165 licence not read
[2]
asset:data:geo:GSE176086 not downloaded
[3]
asset:data:geo:GSE176086 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
group_comparison
specific
student_t_test
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
student_t
expressible
false
parameters object · 0 fields
data_shapes array · 1 item
[0]
two_or_more_groups_continuous
evidence object · 3 fields
score
1
band
verbatim
quote
Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons.
[1] object · 10 fields
id
method-2
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
analysis of variance
targets array · 0 items
gaps array · 1 item
[0]
method.student_t
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
false
required_operations array · 0 items
missing_operations array · 1 item
[0]
student_t
basis
The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: student_t_test.
capability 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 · 2 items
[0]
GSE129165
[1]
GSE176086
resolved_accessions array · 2 items
[0]
GSE129165
[1]
GSE176086
statements array · 1 item
[0]
The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.
basis
The paper names GSE129165, GSE176086 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 2 items
[0]
source:pmid:39380096
[1]
data:geo:GSE129165
steps array · 0 items
must_build object · 5 fields
dsl_operations array · 1 item
[0] object · 3 fields
operation
student_t
priority
null
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
[0]
data:geo:GSE129165
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
2026-11-01T19:34:33Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
20118
completion_tokens
2160
cached_tokens
0
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:39380096
type
paper
label
pmid:39380096
[1] object · 3 fields
id
source:pmid:39380096
type
manuscript
label
PMID 39380096 full text
[2] object · 3 fields
id
data:geo:GSE129165
type
dataset
label
GEO GSE129165
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:39380096
type
paper
label
pmid:39380096
[1] object · 3 fields
id
source:pmid:39380096
type
manuscript
label
PMID 39380096 full text
[2] object · 3 fields
id
data:geo:GSE129165
type
dataset
label
GEO GSE129165
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-39380096
type
extraction
used array · 1 item
[0]
source:pmid:39380096
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE129165
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE129165
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:39380096
parent_hash
sha256:05122014afc6c2aaf8860dfdb91ad4ea513a6607a2607f429c34a322515d826b
fork_of
null
gaps array · 10 items
[0]
asset:data:geo:GSE129165 licence not read
[1]
asset:data:geo:GSE129165 not downloaded
[2]
asset:data:geo:GSE176086 licence not read
[3]
asset:data:geo:GSE176086 not downloaded
[4]
execution.not_run
[5]
method.student_t
[6]
review.human_critique
[7]
review.independent_reader
[8]
review.machine_critique
[9]
step:run_analysis blocked on method:student_t
assays array · 7 items
[0] 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 · 4 items
[0]
and COL1A1). In vitro, we established SLAMF8 knockdown and overexpression mouse bone marrow mesench
[1]
lore the function of SLAMF8. RESULTS: SLAMF8 knockdown significantly suppressed the expression of o
[2]
e stable SLAMF8 overexpression cell line was transfected by lentivirus (Tsingke Biotechnology, Beijin
[3]
n of SLAMF8 and S100A6 in mBMSCs. Cells were transfected with SLAMF8-siRNA, S100A6-siRNA and negative
order_basis
paper_text_order:568
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
animal_model
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]
MF8 in mBMSCs osteogenesis and adipogenesis. In vivo, mice femoral fracture model was performed t
[1]
y accelerate the healing of femoral fracture in mice.
[2]
ablished SLAMF8 knockdown and overexpression mouse bone marrow mesenchymal stem cells (mBMSCs)
[3]
ods Cell culture and differentiation Primary mouse bone marrow stem cells (mBMSCs) were purchas
order_basis
paper_text_order:597
id
assay:2
[2] object · 11 fields
role
data_generation
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]
arrow mesenchymal stem cells (mBMSCs) lines. qPCR, Western blot, ALP staining, ARS staining, O
order_basis
paper_text_order:654
id
assay:3
[3] object · 11 fields
role
data_generation
definition_id
western_blot
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]
mesenchymal stem cells (mBMSCs) lines. qPCR, Western blot, ALP staining, ARS staining, Oil Red O stain
order_basis
paper_text_order:660
id
assay:4
[4] object · 11 fields
role
data_generation
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]
aining, ARS staining, Oil Red O staining and Immunofluorescence analyses were performed to investigate the e
order_basis
paper_text_order:725
id
assay:5
[5] 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 · 3 items
[0]
(MUBMX-01001, Guangzhou, China). mBMSCs were cultured in α-MEM medium with 10% FBS (Cyagen, FBSAD-010
[1]
lybrene. After 48 h, cells were passaged and cultured with 2 µg/mL Puromycin Dihydrochloride (ST551, Be
[2]
nd 4 µg/mL polybrene. After 48 h, cells were passaged and cultured with 2 µg/mL Puromycin Dihydroc
order_basis
paper_text_order:1835
id
assay:6
[6] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 0 items
support_state
partial
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons.
order_basis
consumes_earlier_output
id
assay:7
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39380096", "kind": "science-record", "revision": 4, "content_hash": "sha256:4fb8c2a8458d1c1b2a9a071efc5e43cbeb39a5df65962a7ca12d7aaddc81587a", "created_at": "2026-11-01T20:29:36Z", "updated_at": "2026-11-01T22:55:21Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "SLAMF8 regulates osteogenesis and adipogenesis of bone marrow mesenchymal stem cells via S100A6/Wnt/β-catenin signaling pathway.", "doi": "10.1186/s13287-024-03964-1", "pmid": "39380096", "authors": ["Yibo Wang", "Kai Hang", "Xiaoyong Wu", "Li Ying", "Zhongxiang Wang", "Zemin Ling", "Hao Hu", "Zhijun Pan", "Xuenong Zou"], "journal": "Stem cell research & therapy", "year": 2024, "abstract": "BACKGROUND: The inflammatory microenvironment plays an essential role in bone healing after fracture. The signaling lymphocytic activation molecule family (SLAMF) members deeply participate in inflammatory response and make a vast difference.\nMETHODS: We identified SLAMF8 in GEO datasets (GSE129165 and GSE176086) and co-expression analyses were performed to define the relationships between SLAMF8 and osteogenesis relative genes (RUNX2 and COL1A1). In vitro, we established SLAMF8 knockdown and overexpression mouse bone marrow mesenchymal stem cells (mBMSCs) lines. qPCR, Western blot, ALP staining, ARS staining, Oil Red O staining and Immunofluorescence analyses were performed to investigate the effect of SLAMF8 in mBMSCs osteogenesis and adipogenesis. In vivo, mice femoral fracture model was performed to explore the function of SLAMF8.\nRESULTS: SLAMF8 knockdown significantly suppressed the expression of osteogenesis relative genes (RUNX2, SP7 and COL1A1), ALP activity and mineral deposition, but increased the expression of adipogenesis relative genes (PPARγ and C/EBPα). Additionally, SLAMF8 overexpression had the opposite effects. The role SLAMF8 played in mBMSCs osteogenic and adipogenic differentiation were through S100A6 and Wnt/β-Catenin signaling pathway. Moreover, SLAMF8 overexpression mBMSCs promoted the healing of femoral fracture.\nCONCLUSIONS: SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway. SLAMF8 overexpression mBMSCs effectively accelerate the healing of femoral fracture in mice.", "claims": [{"id": "claim-method", "statement": "Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39380096", "locator": "sections[14] \"Statistical analysis\" paragraph 2", "quote": "Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39380096", "locator": "sections[28] \"Data availability\" paragraph 2", "quote": "The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1."}], "state": "complete"}, {"id": "claim-target-result", "statement": "SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39380096", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "SLAMF8 promotes osteogenesis and inhibits adipogenesis of mBMSCs via S100A6 and Wnt/β-Catenin signaling pathway.", "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:39380096"], "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:GSE129165"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "blocked", "blocked_on": "method:student_t", "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE129165"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:run_analysis blocked on method:student_t"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39380096", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s13287-024-03964-1", "sha256": "sha256:4a42d5716b72d8691a88fc125fd225f72b1ef53cb0486a175cf155cacd51e8cd", "bytes": 67529, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s13287-024-03964-1", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11462740", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE129165", "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=GSE129165", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE129165", "version": null, "note": "The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM3701675", "GSM3701676", "GSM3701677", "GSM3701678", "GSM3701679", "GSM3701680", "GSM3701681", "GSM3701682", "GSM3701683", "GSM3701684", "GSM3701685", "GSM3701686", "GSM3701687", "GSM3701688", "GSM3701689", "GSM3701690", "GSM3701691", "GSM3701692", "GSM3701693", "GSM3701694", "GSM3701695", "GSM3701696", "GSM3701697", "GSM3701698"], "sample_count": 24, "group_sizes": null, "group_sizes_basis": null, "platform": "571", "taxon": "Homo sapiens", "title": "Human bone marrow and umbilical cord-derived mesenchymal stromal cells activated with TNF-α, IL-1β or IFN-γ", "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:GSE176086", "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=GSE176086", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE176086", "version": null, "note": "The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM5354698", "GSM5354699", "GSM5354700", "GSM5354701", "GSM5354702", "GSM5354703", "GSM5354704", "GSM5354705", "GSM5354706", "GSM5354707", "GSM5354708", "GSM5354709"], "sample_count": 12, "group_sizes": null, "group_sizes_basis": null, "platform": "21185", "taxon": "Homo sapiens", "title": "Gene expression of human bone marrow mesenchymal stem cell (hBMSCs) during osteogenesis with or without TNF-alpha", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE129165 not downloaded", "asset:data:geo:GSE129165 licence not read", "asset:data:geo:GSE176086 not downloaded", "asset:data:geo:GSE176086 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "group_comparison", "specific": "student_t_test", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["student_t"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons."}}, {"id": "method-2", "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": "analysis of variance"}}], "targets": [], "gaps": ["method.student_t"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": false, "required_operations": [], "missing_operations": ["student_t"], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: student_t_test."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE129165", "GSE176086"], "resolved_accessions": ["GSE129165", "GSE176086"], "statements": ["The gene expression databases of BMSCs treated with TNFα (50ng/mL or 100ng/mL) were downloaded from Gene Expression Omnibus (GEO) datasets (GSE129165 and GSE176086). The raw expression data of SLAMF8, OSA1, RSAD2, COL1A1, RUNX2, PPARG and CEBPA genes were downloaded from the Cancer Cell Line Encyclopedia (CCLE) project (https://portals.broadinstitute.org/ccle), The Cancer Genome Atlas (TCGA) project (http://cancergenome.nih.gov/) and the Genotype Tissue Expression (GTEx) project (https://www.gtexportal.org/). The mass spectrometry data was archived in Supplementary Data 1."], "basis": "The paper names GSE129165, GSE176086 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:39380096", "data:geo:GSE129165"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "student_t", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE129165"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:34:33Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 20118, "completion_tokens": 2160, "cached_tokens": 0}}, "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:39380096", "type": "paper", "label": "pmid:39380096"}, {"id": "source:pmid:39380096", "type": "manuscript", "label": "PMID 39380096 full text"}, {"id": "data:geo:GSE129165", "type": "dataset", "label": "GEO GSE129165"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39380096", "type": "paper", "label": "pmid:39380096"}, {"id": "source:pmid:39380096", "type": "manuscript", "label": "PMID 39380096 full text"}, {"id": "data:geo:GSE129165", "type": "dataset", "label": "GEO GSE129165"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39380096", "type": "extraction", "used": ["source:pmid:39380096"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE129165", "type": "accession_resolution", "used": ["data:geo:GSE129165"], "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:39380096", "parent_hash": "sha256:05122014afc6c2aaf8860dfdb91ad4ea513a6607a2607f429c34a322515d826b", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE129165 licence not read", "asset:data:geo:GSE129165 not downloaded", "asset:data:geo:GSE176086 licence not read", "asset:data:geo:GSE176086 not downloaded", "execution.not_run", "method.student_t", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:run_analysis blocked on method:student_t"], "assays": [{"role": "data_generation", "definition_id": "transfection", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["and COL1A1). In vitro, we established SLAMF8 knockdown and overexpression mouse bone marrow mesench", "lore the function of SLAMF8. RESULTS: SLAMF8 knockdown significantly suppressed the expression of o", "e stable SLAMF8 overexpression cell line was transfected by lentivirus (Tsingke Biotechnology, Beijin", "n of SLAMF8 and S100A6 in mBMSCs. Cells were transfected with SLAMF8-siRNA, S100A6-siRNA and negative"], "order_basis": "paper_text_order:568", "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": ["MF8 in mBMSCs osteogenesis and adipogenesis. In vivo, mice femoral fracture model was performed t", "y accelerate the healing of femoral fracture in mice.", "ablished SLAMF8 knockdown and overexpression mouse bone marrow mesenchymal stem cells (mBMSCs)", "ods Cell culture and differentiation Primary mouse bone marrow stem cells (mBMSCs) were purchas"], "order_basis": "paper_text_order:597", "id": "assay:2"}, {"role": "data_generation", "definition_id": "qpcr", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["arrow mesenchymal stem cells (mBMSCs) lines. qPCR, Western blot, ALP staining, ARS staining, O"], "order_basis": "paper_text_order:654", "id": "assay:3"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["mesenchymal stem cells (mBMSCs) lines. qPCR, Western blot, ALP staining, ARS staining, Oil Red O stain"], "order_basis": "paper_text_order:660", "id": "assay:4"}, {"role": "data_generation", "definition_id": "ihc", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["aining, ARS staining, Oil Red O staining and Immunofluorescence analyses were performed to investigate the e"], "order_basis": "paper_text_order:725", "id": "assay:5"}, {"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": ["(MUBMX-01001, Guangzhou, China). mBMSCs were cultured in α-MEM medium with 10% FBS (Cyagen, FBSAD-010", "lybrene. After 48 h, cells were passaged and cultured with 2 µg/mL Puromycin Dihydrochloride (ST551, Be", "nd 4 µg/mL polybrene. After 48 h, cells were passaged and cultured with 2 µg/mL Puromycin Dihydroc"], "order_basis": "paper_text_order:1835", "id": "assay:6"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Student t test was used to compared the data between 2 groups and One-way analysis of variance (ANOVA) followed by Dunnett’s multiple comparisons test was used to compared the data involves multiple group comparisons."], "order_basis": "consumes_earlier_output", "id": "assay:7"}]}