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

pmid:35494064

Low Level of PALMD Contributes to the Metastasis of Uveal Melanoma.

Min-Yun Cai · Yue-Li Xu · Hua Rong · Hai Yang

Frontiers in oncology · 2022 doi:10.3389/fonc.2022.802941

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:35494064
kind
science-record
content_hash
sha256:d608e9e1942d65b67dcd153d29166013758b2fd73d5d61e336d0daadb7019ad2
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T18:14:22Z
updated_at
2026-11-01T22:06:25Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Low Level of PALMD Contributes to the Metastasis of Uveal Melanoma.
doi
10.3389/fonc.2022.802941
pmid
35494064
authors array · 4 items
[0]
Min-Yun Cai
[1]
Yue-Li Xu
[2]
Hua Rong
[3]
Hai Yang
journal
Frontiers in oncology
year
2022
abstract
Uveal melanoma (UM) is a highly aggressive disease. There is an urgent need to develop the metastasis prediction markers of UM. This study aims to detect the key role of PALMD in UM metastasis. Transcriptome sequencing results of 2 sets of UM metastatic samples (GSE22138 and GSE156877) were downloaded from the Gene Expression Omnibus (GEO), and 18 overlapping differentially expressed genes were screened out, including PALMD. PALMD was significantly underexpressed in metastatic UM tissue. Low expression of PALMD was associated with poor prognosis in UM patients. The decreased expression of PALMD promoted the invasion and migration of 92-1 and Mel270 cells, while the high expression of PALMD inhibited the invasion and migration of UM cells. Furthermore, the levels of matrix metallopeptidase (MMP) 2 and MMP9 increased after transfection of siRNAs specifically targeting PALMD, whereas the levels of MMP2 and MMP9 were decreased after PALMD overexpression. However, PALMD did not affect the proliferation of UM cells. In addition, ZNF263 promoted the transcription of PALMD through the putative binding sequence using the JASPAR database, luciferase reporter gene analysis and chromatin immunoprecipitation assay. In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis.
claims array · 3 items
[0] object · 6 fields
id
claim-method
statement
DEGs between metastatic and non-metastatic UM samples were screened and determined using GEO2R.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:35494064
locator
sections[3] "Raw Biological Microarray Data and Elucidation of Differentially Expressed Genes" paragraph 2
quote
DEGs between metastatic and non-metastatic UM samples were screened and determined using GEO2R.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:35494064
locator
sections[21] "Data Availability Statement" paragraph 2
quote
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
state
complete
[2] object · 6 fields
id
claim-target-result
statement
In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis.
kind
qualitative
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:35494064
locator
sections[0] "Abstract" paragraph 1
quote
In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
partial
objective
In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis.
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:35494064
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:GSE156877
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:GSE156877
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:35494064
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.3389/fonc.2022.802941
sha256
sha256:8dd5ba11dc2cca9a3d89f76c9ebe2a15b879163f55e70d9f53e544518612c0e4
bytes
28091
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.3389/fonc.2022.802941
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
PMC9043551
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE156877
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=GSE156877
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE156877
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 8 items
[0]
GSM4746029
[1]
GSM4746030
[2]
GSM4746031
[3]
GSM4746032
[4]
GSM4746033
[5]
GSM4746034
[6]
GSM4746035
[7]
GSM4746036
sample_count
8
group_sizes
null
group_sizes_basis
null
platform
23126
taxon
Homo sapiens
title
Gene expression data from formalin-fixed paraffin-embedded (FFPE) human uveal melanoma tumors; subset early metastasis vs subset no metastasis
resolution_checked_at
2026-11-01T18:06:43Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE22138
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=GSE22138
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE22138
version
null
note
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
access_statement_kind
data_availability_statement
sample_accessions array · 63 items
[0]
GSM550623
[1]
GSM550624
[2]
GSM550625
[3]
GSM550626
[4]
GSM550627
[5]
GSM550628
[6]
GSM550629
[7]
GSM550630
[8]
GSM550631
[9]
GSM550632
[10]
GSM550633
[11]
GSM550634
[12]
GSM550635
[13]
GSM550636
[14]
GSM550637
[15]
GSM550638
[16]
GSM550639
[17]
GSM550640
[18]
GSM550641
[19]
GSM550642
[20]
GSM550643
[21]
GSM550644
[22]
GSM550645
[23]
GSM550646
[24]
GSM550647
[25]
GSM550648
[26]
GSM550649
[27]
GSM550650
[28]
GSM550651
[29]
GSM550652
[30]
GSM550653
[31]
GSM550654
[32]
GSM550655
[33]
GSM550656
[34]
GSM550657
[35]
GSM550658
[36]
GSM550659
[37]
GSM550660
[38]
GSM550661
[39]
GSM550662
[40]
GSM550663
[41]
GSM550664
[42]
GSM550665
[43]
GSM550666
[44]
GSM550667
[45]
GSM550668
[46]
GSM550669
[47]
GSM550670
[48]
GSM550671
[49]
GSM550672
[50]
GSM550673
[51]
GSM550674
[52]
GSM550675
[53]
GSM550676
[54]
GSM550677
[55]
GSM550678
[56]
GSM550679
[57]
GSM550680
[58]
GSM550681
[59]
GSM550682
[60]
GSM550683
[61]
GSM550684
[62]
GSM550685
sample_count
63
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Expression Data from Uveal Melanoma primary tumors.
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
gaps array · 4 items
[0]
asset:data:geo:GSE156877 not downloaded
[1]
asset:data:geo:GSE156877 licence not read
[2]
asset:data:geo:GSE22138 not downloaded
[3]
asset:data:geo:GSE22138 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
0.8
band
high
quote
Student t-test
[1] object · 10 fields
id
method-2
family
null
specific
null
label
GEO2R
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
DEGs between metastatic and non-metastatic UM samples were screened and determined using GEO2R.
targets array · 0 items
gaps array · 2 items
[0]
method.reader_named_unmapped
[1]
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]
GSE22138
[1]
GSE156877
resolved_accessions array · 2 items
[0]
GSE22138
[1]
GSE156877
statements array · 1 item
[0]
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
basis
The paper names GSE22138, GSE156877 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:35494064
[1]
data:geo:GSE156877
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:GSE156877
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
2026-11-01T17:44:01Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
5
usage object · 3 fields
prompt_tokens
9141
completion_tokens
1217
cached_tokens
128
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:35494064
type
paper
label
pmid:35494064
[1] object · 3 fields
id
source:pmid:35494064
type
manuscript
label
PMID 35494064 full text
[2] object · 3 fields
id
data:geo:GSE156877
type
dataset
label
GEO GSE156877
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:35494064
type
paper
label
pmid:35494064
[1] object · 3 fields
id
source:pmid:35494064
type
manuscript
label
PMID 35494064 full text
[2] object · 3 fields
id
data:geo:GSE156877
type
dataset
label
GEO GSE156877
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-35494064
type
extraction
used array · 1 item
[0]
source:pmid:35494064
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE156877
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE156877
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:35494064
parent_hash
sha256:be2de93ce09dc4a494e691d15179856db750eedbf0ca94d15b735b9e64855663
fork_of
null
gaps array · 11 items
[0]
asset:data:geo:GSE156877 licence not read
[1]
asset:data:geo:GSE156877 not downloaded
[2]
asset:data:geo:GSE22138 licence not read
[3]
asset:data:geo:GSE22138 not downloaded
[4]
execution.not_run
[5]
method.reader_named_unmapped
[6]
method.student_t
[7]
review.human_critique
[8]
review.independent_reader
[9]
review.machine_critique
[10]
step:run_analysis blocked on method:student_t
assays array · 3 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 · 3 items
[0]
lopeptidase (MMP) 2 and MMP9 increased after transfection of siRNAs specifically targeting PALMD, wher
[1]
Material and Methods Cell Culture and Transfection UM cell lines (92.1 and Mel270) were purchas
[2]
esized from GeneChem company (Shanghai), and transfected into cells using Lipofectamine 2000 (Invitro
order_basis
paper_text_order:856
id
assay:1
[1] 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
0.77
evidence array · 1 item
[0]
f Sciences (Shanghai, China). All cells were cultured in high-glucose DMEM (Invitrogen) with 0.1 mg/m
order_basis
paper_text_order:1526
id
assay:2
[2] 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
order_basis
consumes_earlier_output
id
assay:3
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:35494064", "kind": "science-record", "revision": 4, "content_hash": "sha256:d608e9e1942d65b67dcd153d29166013758b2fd73d5d61e336d0daadb7019ad2", "created_at": "2026-11-01T18:14:22Z", "updated_at": "2026-11-01T22:06:25Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Low Level of PALMD Contributes to the Metastasis of Uveal Melanoma.", "doi": "10.3389/fonc.2022.802941", "pmid": "35494064", "authors": ["Min-Yun Cai", "Yue-Li Xu", "Hua Rong", "Hai Yang"], "journal": "Frontiers in oncology", "year": 2022, "abstract": "Uveal melanoma (UM) is a highly aggressive disease. There is an urgent need to develop the metastasis prediction markers of UM. This study aims to detect the key role of PALMD in UM metastasis. Transcriptome sequencing results of 2 sets of UM metastatic samples (GSE22138 and GSE156877) were downloaded from the Gene Expression Omnibus (GEO), and 18 overlapping differentially expressed genes were screened out, including PALMD. PALMD was significantly underexpressed in metastatic UM tissue. Low expression of PALMD was associated with poor prognosis in UM patients. The decreased expression of PALMD promoted the invasion and migration of 92-1 and Mel270 cells, while the high expression of PALMD inhibited the invasion and migration of UM cells. Furthermore, the levels of matrix metallopeptidase (MMP) 2 and MMP9 increased after transfection of siRNAs specifically targeting PALMD, whereas the levels of MMP2 and MMP9 were decreased after PALMD overexpression. However, PALMD did not affect the proliferation of UM cells. In addition, ZNF263 promoted the transcription of PALMD through the putative binding sequence using the JASPAR database, luciferase reporter gene analysis and chromatin immunoprecipitation assay. In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis.", "claims": [{"id": "claim-method", "statement": "DEGs between metastatic and non-metastatic UM samples were screened and determined using GEO2R.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35494064", "locator": "sections[3] \"Raw Biological Microarray Data and Elucidation of Differentially Expressed Genes\" paragraph 2", "quote": "DEGs between metastatic and non-metastatic UM samples were screened and determined using GEO2R."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35494064", "locator": "sections[21] \"Data Availability Statement\" paragraph 2", "quote": "The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author."}], "state": "complete"}, {"id": "claim-target-result", "statement": "In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:35494064", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": "In summary, the expression of PALMD regulated by ZNF263 plays an important role in UM metastasis.", "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:35494064"], "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:GSE156877"], "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:GSE156877"], "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:35494064", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fonc.2022.802941", "sha256": "sha256:8dd5ba11dc2cca9a3d89f76c9ebe2a15b879163f55e70d9f53e544518612c0e4", "bytes": 28091, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fonc.2022.802941", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC9043551", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE156877", "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=GSE156877", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE156877", "version": null, "note": "The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM4746029", "GSM4746030", "GSM4746031", "GSM4746032", "GSM4746033", "GSM4746034", "GSM4746035", "GSM4746036"], "sample_count": 8, "group_sizes": null, "group_sizes_basis": null, "platform": "23126", "taxon": "Homo sapiens", "title": "Gene expression data from formalin-fixed paraffin-embedded (FFPE) human uveal melanoma tumors; subset early metastasis vs subset no metastasis", "resolution_checked_at": "2026-11-01T18:06:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE22138", "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=GSE22138", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE22138", "version": null, "note": "The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM550623", "GSM550624", "GSM550625", "GSM550626", "GSM550627", "GSM550628", "GSM550629", "GSM550630", "GSM550631", "GSM550632", "GSM550633", "GSM550634", "GSM550635", "GSM550636", "GSM550637", "GSM550638", "GSM550639", "GSM550640", "GSM550641", "GSM550642", "GSM550643", "GSM550644", "GSM550645", "GSM550646", "GSM550647", "GSM550648", "GSM550649", "GSM550650", "GSM550651", "GSM550652", "GSM550653", "GSM550654", "GSM550655", "GSM550656", "GSM550657", "GSM550658", "GSM550659", "GSM550660", "GSM550661", "GSM550662", "GSM550663", "GSM550664", "GSM550665", "GSM550666", "GSM550667", "GSM550668", "GSM550669", "GSM550670", "GSM550671", "GSM550672", "GSM550673", "GSM550674", "GSM550675", "GSM550676", "GSM550677", "GSM550678", "GSM550679", "GSM550680", "GSM550681", "GSM550682", "GSM550683", "GSM550684", "GSM550685"], "sample_count": 63, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Expression Data from Uveal Melanoma primary tumors.", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE156877 not downloaded", "asset:data:geo:GSE156877 licence not read", "asset:data:geo:GSE22138 not downloaded", "asset:data:geo:GSE22138 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": 0.8, "band": "high", "quote": "Student t-test"}}, {"id": "method-2", "family": null, "specific": null, "label": "GEO2R", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "DEGs between metastatic and non-metastatic UM samples were screened and determined using GEO2R."}}], "targets": [], "gaps": ["method.reader_named_unmapped", "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": ["GSE22138", "GSE156877"], "resolved_accessions": ["GSE22138", "GSE156877"], "statements": ["The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author."], "basis": "The paper names GSE22138, GSE156877 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:35494064", "data:geo:GSE156877"], "steps": []}, "must_build": {"dsl_operations": [{"operation": "student_t", "unlocks_papers": null, "priority": null}], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE156877"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T17:44:01Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 9141, "completion_tokens": 1217, "cached_tokens": 128}}, "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:35494064", "type": "paper", "label": "pmid:35494064"}, {"id": "source:pmid:35494064", "type": "manuscript", "label": "PMID 35494064 full text"}, {"id": "data:geo:GSE156877", "type": "dataset", "label": "GEO GSE156877"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:35494064", "type": "paper", "label": "pmid:35494064"}, {"id": "source:pmid:35494064", "type": "manuscript", "label": "PMID 35494064 full text"}, {"id": "data:geo:GSE156877", "type": "dataset", "label": "GEO GSE156877"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-35494064", "type": "extraction", "used": ["source:pmid:35494064"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE156877", "type": "accession_resolution", "used": ["data:geo:GSE156877"], "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:35494064", "parent_hash": "sha256:be2de93ce09dc4a494e691d15179856db750eedbf0ca94d15b735b9e64855663", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE156877 licence not read", "asset:data:geo:GSE156877 not downloaded", "asset:data:geo:GSE22138 licence not read", "asset:data:geo:GSE22138 not downloaded", "execution.not_run", "method.reader_named_unmapped", "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": ["lopeptidase (MMP) 2 and MMP9 increased after transfection of siRNAs specifically targeting PALMD, wher", "Material and Methods Cell Culture and Transfection UM cell lines (92.1 and Mel270) were purchas", "esized from GeneChem company (Shanghai), and transfected into cells using Lipofectamine 2000 (Invitro"], "order_basis": "paper_text_order:856", "id": "assay:1"}, {"role": "data_generation", "definition_id": "cell_culture", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.77, "evidence": ["f Sciences (Shanghai, China). All cells were cultured in high-glucose DMEM (Invitrogen) with 0.1 mg/m"], "order_basis": "paper_text_order:1526", "id": "assay:2"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["Student t-test"], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}