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

pmid:30611906

Identification of long non-coding RNAs expressed in knee and hip osteoarthritic cartilage.

B Ajekigbe · K Cheung · Y Xu · A J Skelton · A Panagiotopoulos · J Soul · T E Hardingham · D J Deehan · M J Barter · D A Young

Osteoarthritis and cartilage · 2019 doi:10.1016/j.joca.2018.12.015

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:30611906
kind
science-record
content_hash
sha256:e14a8ed144bf09a3627f298ea0dc56ce8c99639d95d4d8bd03a7f2334141ec45
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:40Z
updated_at
2026-11-01T22:43:41Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Identification of long non-coding RNAs expressed in knee and hip osteoarthritic cartilage.
doi
10.1016/j.joca.2018.12.015
pmid
30611906
authors array · 10 items
[0]
B Ajekigbe
[1]
K Cheung
[2]
Y Xu
[3]
A J Skelton
[4]
A Panagiotopoulos
[5]
J Soul
[6]
T E Hardingham
[7]
D J Deehan
[8]
M J Barter
[9]
D A Young
journal
Osteoarthritis and cartilage
year
2019
abstract
OBJECTIVE: Long intergenic non-coding RNAs (lincRNAs) are emerging as key regulators in gene expression; however, little is known about the lincRNA expression changes that occur in osteoarthritis (OA). Here we aimed to define a transcriptome of lncRNAs in OA cartilage, specifically comparing the lincRNA transcriptome of knee and hip cartilage. METHOD: RNA-seq was performed on nucleic acid extracted from hip cartilage from patients undergoing joint replacement surgery because of either OA (n = 10) or because of a neck of femur fracture (NOF; n = 6). After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304). ChIP-seq data from ENCODE was used to determine whether lincRNAs were associated with promoters (plncRNA) or unidirectional enhancer-like regulatory elements (elncRNAs). RESULTS: Our analysis of the hip transcriptome identified 1692 expressed Transcripts Per Million (TPM ≥1) Ensembl lincRNAs, of which 198 were significantly (FDR ≤0.05) differentially expressed in OA vs normal (NOF) cartilage. Similar analysis of knee cartilage transcriptome identified 648 Emsembl lincRNAs with 93 significantly (FDR ≤0.05) differentially expressed in intact vs damaged cartilage. In total, 1834 lincRNAs were expressed in both hip and knee cartilage, with a highly significant correlation in expression between the two cartilages. CONCLUSION: This is the first study to use RNA-seq to map and compare the lincRNA transcriptomes of hip and knee cartilage. We propose that lincRNAs expressed selectively in cartilage, or showing differential expression in OA, will play a role in cartilage homoeostasis.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304).
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30611906
locator
sections[0] "Abstract" paragraph 2
quote
After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304).
state
complete
[1] object · 6 fields
id
claim-data-access
statement
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:30611906
locator
sections[4] "RNA extraction and sequencing" paragraph 2
quote
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
state
complete
gaps array · 0 items
experiment object · 8 fields
state
complete
objective
null
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:30611906
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:E-MTAB-4304
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:E-MTAB-4304
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 · 5 items
[0] object · 15 fields
id
source:pmid:30611906
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1016/j.joca.2018.12.015
sha256
sha256:201980c4deec82d4c36419032903b90da8ba120522818fedeb4579a9c1c13311
bytes
42671
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1016/j.joca.2018.12.015
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
PMC6444060
source
europe_pmc_fulltext
coverage
whole_body
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:E-MTAB-4304
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=E-MTAB-4304
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
E-MTAB-4304
version
null
note
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
access_statement_kind
data_availability_statement
sample_accessions array · 0 items
sample_count
null
group_sizes
null
group_sizes_basis
null
platform
null
taxon
null
title
null
resolution_checked_at
2026-10-31T18:29:00Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE111358
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=GSE111358
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE111358
version
null
note
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
access_statement_kind
data_availability_statement
sample_accessions array · 16 items
[0]
GSM2864660
[1]
GSM2864661
[2]
GSM2864662
[3]
GSM2864663
[4]
GSM2864664
[5]
GSM2864665
[6]
GSM3029071
[7]
GSM3029072
[8]
GSM3029073
[9]
GSM3029074
[10]
GSM3029075
[11]
GSM3029076
[12]
GSM3029077
[13]
GSM3029078
[14]
GSM3029079
[15]
GSM3029080
sample_count
16
group_sizes
null
group_sizes_basis
null
platform
16791
taxon
Homo sapiens
title
RNA-seq of Human neck of femur (NOF) fracture hip and osteoarthritic (OA) cartilage
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:GSE19465
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=GSE19465
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE19465
version
null
note
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
access_statement_kind
data_availability_statement
sample_accessions array · 358 items
[0]
GSM486702
[1]
GSM486704
[2]
GSM486705
[3]
GSM486706
[4]
GSM486707
[5]
GSM486708
[6]
GSM486709
[7]
GSM486710
[8]
GSM486711
[9]
GSM486712
[10]
GSM486714
[11]
GSM537612
[12]
GSM537613
[13]
GSM537615
[14]
GSM537619
[15]
GSM537620
[16]
GSM537621
[17]
GSM537622
[18]
GSM537628
[19]
GSM537629
[20]
GSM537630
[21]
GSM537631
[22]
GSM537632
[23]
GSM537633
[24]
GSM537634
[25]
GSM537635
[26]
GSM537636
[27]
GSM537637
[28]
GSM537638
[29]
GSM537642
[30]
GSM537643
[31]
GSM537645
[32]
GSM537646
[33]
GSM537649
[34]
GSM537650
[35]
GSM537651
[36]
GSM537652
[37]
GSM537653
[38]
GSM537654
[39]
GSM537655
[40]
GSM537656
[41]
GSM537658
[42]
GSM537659
[43]
GSM537660
[44]
GSM537661
[45]
GSM537662
[46]
GSM537663
[47]
GSM537666
[48]
GSM537671
[49]
GSM537674
[50]
GSM537675
[51]
GSM537676
[52]
GSM537677
[53]
GSM537678
[54]
GSM537686
[55]
GSM537687
[56]
GSM537688
[57]
GSM537689
[58]
GSM537690
[59]
GSM537691
[60]
GSM537692
[61]
GSM537693
[62]
GSM537694
[63]
GSM537695
[64]
GSM537696
[65]
GSM537697
[66]
GSM537698
[67]
GSM537699
[68]
GSM537700
[69]
GSM537701
[70]
GSM537702
[71]
GSM537703
[72]
GSM537704
[73]
GSM537705
[74]
GSM537706
[75]
GSM537707
[76]
GSM537708
[77]
GSM537709
[78]
GSM537710
[79]
GSM621387
[80]
GSM621388
[81]
GSM621389
[82]
GSM621390
[83]
GSM621391
[84]
GSM621392
[85]
GSM621393
[86]
GSM621395
[87]
GSM621396
[88]
GSM621397
[89]
GSM621398
[90]
GSM621399
[91]
GSM621400
[92]
GSM621401
[93]
GSM621402
[94]
GSM621403
[95]
GSM621404
[96]
GSM621405
[97]
GSM621406
[98]
GSM621407
[99]
GSM621409
[100]
GSM621410
[101]
GSM621411
[102]
GSM621412
[103]
GSM621413
[104]
GSM621414
[105]
GSM621415
[106]
GSM621416
[107]
GSM621417
[108]
GSM621418
[109]
GSM621419
[110]
GSM621420
[111]
GSM621421
[112]
GSM621422
[113]
GSM621423
[114]
GSM621424
[115]
GSM621425
[116]
GSM621426
[117]
GSM621427
[118]
GSM621428
[119]
GSM621429
[120]
GSM621430
[121]
GSM621431
[122]
GSM621432
[123]
GSM621433
[124]
GSM621434
[125]
GSM621435
[126]
GSM621436
[127]
GSM621437
[128]
GSM621438
[129]
GSM621439
[130]
GSM621441
[131]
GSM621442
[132]
GSM621443
[133]
GSM621444
[134]
GSM621445
[135]
GSM621446
[136]
GSM621447
[137]
GSM621448
[138]
GSM621449
[139]
GSM621450
[140]
GSM621451
[141]
GSM621453
[142]
GSM621454
[143]
GSM621455
[144]
GSM621456
[145]
GSM621457
[146]
GSM621458
[147]
GSM621459
[148]
GSM621460
[149]
GSM621461
[150]
GSM621629
[151]
GSM621630
[152]
GSM621631
[153]
GSM621632
[154]
GSM621633
[155]
GSM621634
[156]
GSM621635
[157]
GSM621636
[158]
GSM621637
[159]
GSM621638
[160]
GSM621639
[161]
GSM621640
[162]
GSM621641
[163]
GSM621642
[164]
GSM621643
[165]
GSM621644
[166]
GSM621645
[167]
GSM621646
[168]
GSM621647
[169]
GSM621648
[170]
GSM621649
[171]
GSM621650
[172]
GSM621651
[173]
GSM621652
[174]
GSM621653
[175]
GSM621654
[176]
GSM621655
[177]
GSM621656
[178]
GSM621657
[179]
GSM621658
[180]
GSM621659
[181]
GSM621660
[182]
GSM621661
[183]
GSM621662
[184]
GSM621663
[185]
GSM621664
[186]
GSM621665
[187]
GSM621666
[188]
GSM621667
[189]
GSM621668
[190]
GSM621669
[191]
GSM621670
[192]
GSM621671
[193]
GSM621672
[194]
GSM621673
[195]
GSM621674
[196]
GSM621675
[197]
GSM621676
[198]
GSM621677
[199]
GSM621678
[200]
GSM621679
[201]
GSM621680
[202]
GSM621681
[203]
GSM621682
[204]
GSM621683
[205]
GSM621684
[206]
GSM621685
[207]
GSM621686
[208]
GSM621687
[209]
GSM621688
[210]
GSM621689
[211]
GSM621690
[212]
GSM621691
[213]
GSM621692
[214]
GSM621693
[215]
GSM621694
[216]
GSM669904
[217]
GSM669905
[218]
GSM669906
[219]
GSM669907
[220]
GSM669908
[221]
GSM669909
[222]
GSM669910
[223]
GSM669911
[224]
GSM669912
[225]
GSM669913
[226]
GSM669914
[227]
GSM669915
[228]
GSM669916
[229]
GSM669917
[230]
GSM669918
[231]
GSM669919
[232]
GSM669920
[233]
GSM669921
[234]
GSM669922
[235]
GSM669923
[236]
GSM669924
[237]
GSM669925
[238]
GSM669926
[239]
GSM669927
[240]
GSM669928
[241]
GSM669929
[242]
GSM669930
[243]
GSM669931
[244]
GSM669932
[245]
GSM669933
[246]
GSM669934
[247]
GSM669935
[248]
GSM669936
[249]
GSM669937
[250]
GSM669938
[251]
GSM669939
[252]
GSM669940
[253]
GSM669941
[254]
GSM669942
[255]
GSM669943
[256]
GSM669944
[257]
GSM669945
[258]
GSM669946
[259]
GSM669947
[260]
GSM669948
[261]
GSM669949
[262]
GSM669950
[263]
GSM669951
[264]
GSM669952
[265]
GSM669953
[266]
GSM669954
[267]
GSM669955
[268]
GSM669956
[269]
GSM669957
[270]
GSM669958
[271]
GSM669959
[272]
GSM669960
[273]
GSM669961
[274]
GSM669962
[275]
GSM669963
[276]
GSM669964
[277]
GSM669965
[278]
GSM669966
[279]
GSM669967
[280]
GSM669968
[281]
GSM669969
[282]
GSM669970
[283]
GSM669971
[284]
GSM669972
[285]
GSM669973
[286]
GSM669974
[287]
GSM669975
[288]
GSM669976
[289]
GSM669977
[290]
GSM669978
[291]
GSM669979
[292]
GSM669980
[293]
GSM669981
[294]
GSM669982
[295]
GSM669983
[296]
GSM669984
[297]
GSM669985
[298]
GSM669986
[299]
GSM669987
[300]
GSM669988
[301]
GSM669989
[302]
GSM669990
[303]
GSM669991
[304]
GSM669992
[305]
GSM669993
[306]
GSM669994
[307]
GSM669995
[308]
GSM669996
[309]
GSM669997
[310]
GSM669998
[311]
GSM669999
[312]
GSM670000
[313]
GSM670001
[314]
GSM670002
[315]
GSM670003
[316]
GSM670004
[317]
GSM670005
[318]
GSM670006
[319]
GSM670007
[320]
GSM670008
[321]
GSM670009
[322]
GSM670010
[323]
GSM670011
[324]
GSM670012
[325]
GSM670013
[326]
GSM670014
[327]
GSM670015
[328]
GSM670016
[329]
GSM670017
[330]
GSM670018
[331]
GSM670019
[332]
GSM670020
[333]
GSM670021
[334]
GSM670022
[335]
GSM670023
[336]
GSM670024
[337]
GSM670025
[338]
GSM670026
[339]
GSM670027
[340]
GSM670028
[341]
GSM670029
[342]
GSM670030
[343]
GSM670031
[344]
GSM670032
[345]
GSM670033
[346]
GSM670034
[347]
GSM670035
[348]
GSM670036
[349]
GSM670037
[350]
GSM670038
[351]
GSM670039
[352]
GSM670040
[353]
GSM670041
[354]
GSM670042
[355]
GSM670043
[356]
GSM670044
[357]
GSM670045
sample_count
358
group_sizes
null
group_sizes_basis
null
platform
10999;9115
taxon
Homo sapiens
title
BI Human Reference Epigenome Mapping Project: ChIP-Seq in human subject
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 16 fields
id
asset:table:pmid:30611906:1
role
table
format
jats-table
media_type
application/vnd.jats.table+json
uri
null
sha256
sha256:9aa3c9bddb270f1510eb06f4f280a09d3b4453e16e90d214c510513ef95099be
bytes
2151
access
open
state
verified
reader
read_table
reader_status
available
identifier
section[7]/table-wrap[1]#tbl1
version
null
note
Differentially expressed LincRNAs in common between OA hip vs NOF and intact vs damage knee cartilage
structure object · 5 fields
pmcid
PMC6444060
section_index
7
section_title
Results
row_count
21
column_count
8
table object · 8 fields
label
Table I
caption
Differentially expressed LincRNAs in common between OA hip vs NOF and intact vs damage knee cartilage
rows array · 21 items
[0] array · 8 items
[0]
Ensembl ID
[1]
lincRNA name
[2]
Hip_Av_TPM
[3]
Knee_Av TPM
[4]
Hip log2 Fold Change
[5]
Knee log2 Fold Change
[6]
Hip adjusted pvalue
[7]
Knee adjusted pvalue
[1] array · 8 items
[0]
ENSG00000260807
[1]
RP11-161M6.2
[2]
73.26
[3]
21.41
[4]
0.669
[5]
0.692
[6]
3.17E-04
[7]
3.05E-06
[2] array · 8 items
[0]
ENSG00000230724
[1]
LINC01001
[2]
40.41
[3]
4.61
[4]
−0.735
[5]
0.659
[6]
4.91E-04
[7]
6.60E-03
[3] array · 8 items
[0]
ENSG00000214548
[1]
MEG3
[2]
381.13
[3]
30.04
[4]
−0.864
[5]
1.350
[6]
1.25E-03
[7]
4.23E-11
[4] array · 8 items
[0]
ENSG00000261200
[1]
RP11-989E6.10
[2]
5.91
[3]
0.55
[4]
−0.629
[5]
0.719
[6]
1.43E-03
[7]
1.25E-02
[5] array · 8 items
[0]
ENSG00000235815
[1]
RP1-125N5.2
[2]
8.95
[3]
9.94
[4]
1.220
[5]
0.684
[6]
1.56E-03
[7]
3.14E-03
[6] array · 8 items
[0]
ENSG00000230606
[1]
AC159540.1
[2]
32.76
[3]
14.93
[4]
0.504
[5]
0.646
[6]
1.72E-03
[7]
5.21E-03
[7] array · 8 items
[0]
ENSG00000179523
[1]
EIF3J-AS1
[2]
21.25
[3]
17.74
[4]
−0.405
[5]
0.322
[6]
2.01E-03
[7]
6.31E-03
[8] array · 8 items
[0]
ENSG00000212694
[1]
LINC01089
[2]
20.08
[3]
14.49
[4]
0.421
[5]
0.792
[6]
2.21E-03
[7]
3.01E-06
[9] array · 8 items
[0]
ENSG00000272374
[1]
RP3-329A5.8
[2]
0.61
[3]
0.23
[4]
−0.746
[5]
0.849
[6]
3.07E-03
[7]
1.29E-02
[10] array · 8 items
[0]
ENSG00000203709
[1]
C1orf132
[2]
8.65
[3]
0.65
[4]
−1.058
[5]
0.462
[6]
3.28E-03
[7]
1.88E-02
[11] array · 8 items
[0]
ENSG00000224652
[1]
LINC00885
[2]
0.99
[3]
0.94
[4]
0.887
[5]
0.713
[6]
5.05E-03
[7]
8.52E-03
[12] array · 8 items
[0]
ENSG00000230487
[1]
PSMG3-AS1
[2]
4.77
[3]
2.51
[4]
0.625
[5]
0.504
[6]
7.08E-03
[7]
7.18E-03
[13] array · 8 items
[0]
ENSG00000245532
[1]
NEAT1
[2]
1149.80
[3]
250.31
[4]
−0.865
[5]
0.407
[6]
9.60E-03
[7]
4.22E-02
[14] array · 8 items
[0]
ENSG00000255135
[1]
RP11-111M22.3
[2]
11.10
[3]
12.76
[4]
−0.389
[5]
0.390
[6]
1.20E-02
[7]
4.41E-02
[15] array · 8 items
[0]
ENSG00000232931
[1]
LINC00342
[2]
6.02
[3]
2.93
[4]
0.284
[5]
0.566
[6]
2.93E-02
[7]
2.41E-02
[16] array · 8 items
[0]
ENSG00000283445
[1]
RP11-63G10.4
[2]
1.90
[3]
0.79
[4]
0.406
[5]
0.758
[6]
2.99E-02
[7]
2.84E-03
[17] array · 8 items
[0]
ENSG00000261888
[1]
AC144831.1
[2]
1.34
[3]
1.14
[4]
−0.599
[5]
−0.727
[6]
3.00E-02
[7]
2.63E-03
[18] array · 8 items
[0]
ENSG00000255284
[1]
AP006621.5
[2]
4.79
[3]
4.29
[4]
0.451
[5]
0.531
[6]
3.39E-02
[7]
4.87E-02
[19] array · 8 items
[0]
ENSG00000265485
[1]
RP11-449D8.1
[2]
2.07
[3]
4.83
[4]
0.638
[5]
0.419
[6]
4.93E-02
[7]
3.64E-02
[20] array · 8 items
[0]
ENSG00000256321
[1]
RP11-153K16.1
[2]
3.02
[3]
2.05
[4]
−0.496
[5]
0.794
[6]
4.99E-02
[7]
3.83E-03
locator
section[7]/table-wrap[1]#tbl1
gaps array · 6 items
[0]
asset:data:geo:E-MTAB-4304 not downloaded
[1]
asset:data:geo:E-MTAB-4304 licence not read
[2]
asset:data:geo:GSE111358 not downloaded
[3]
asset:data:geo:GSE111358 licence not read
[4]
asset:data:geo:GSE19465 not downloaded
[5]
asset:data:geo:GSE19465 licence not read
analysis object · 4 fields
state
partial
methods array · 2 items
[0] object · 10 fields
id
method-1
family
differential_expression
specific
deseq2
label
Differential expression analysis
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[0]
count_matrix_with_condition
evidence object · 3 fields
score
1
band
verbatim
quote
After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304).
[1] object · 10 fields
id
method-2
family
group_comparison
specific
mann_whitney
label
Group comparison
dsl_operations array · 0 items
missing_operations array · 1 item
[0]
group_comparison_mann_whitney
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
Mann Whitney
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 · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
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: deseq2.
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 · 3 items
[0]
GSE111358
[1]
E-MTAB-4304
[2]
GSE19465
resolved_accessions array · 3 items
[0]
GSE111358
[1]
E-MTAB-4304
[2]
GSE19465
statements array · 1 item
[0]
Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.
basis
The paper names GSE111358, E-MTAB-4304, GSE19465 in National Center for Biotechnology Information Expression Omnibus and the accession resolves in the repository. No dataset was downloaded and no licence was read.
can_run object · 3 fields
dsl_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
assets array · 3 items
[0]
source:pmid:30611906
[1]
data:geo:E-MTAB-4304
[2]
asset:table:pmid:30611906:1
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:E-MTAB-4304
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
2026-10-31T18:13:37Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
33968
completion_tokens
1310
cached_tokens
520
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:30611906
type
paper
label
pmid:30611906
[1] object · 3 fields
id
source:pmid:30611906
type
manuscript
label
PMID 30611906 full text
[2] object · 3 fields
id
data:geo:E-MTAB-4304
type
dataset
label
GEO E-MTAB-4304
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:30611906
type
paper
label
pmid:30611906
[1] object · 3 fields
id
source:pmid:30611906
type
manuscript
label
PMID 30611906 full text
[2] object · 3 fields
id
data:geo:E-MTAB-4304
type
dataset
label
GEO E-MTAB-4304
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-30611906
type
extraction
used array · 1 item
[0]
source:pmid:30611906
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-E-MTAB-4304
type
accession_resolution
used array · 1 item
[0]
data:geo:E-MTAB-4304
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:30611906
parent_hash
sha256:28c02e9e9cd3e67887dd0fb2172e34d4c69b2d21f0c9f425408ff0bb9ddf7eb8
fork_of
null
gaps array · 11 items
[0]
asset:data:geo:E-MTAB-4304 licence not read
[1]
asset:data:geo:E-MTAB-4304 not downloaded
[2]
asset:data:geo:GSE111358 licence not read
[3]
asset:data:geo:GSE111358 not downloaded
[4]
asset:data:geo:GSE19465 licence not read
[5]
asset:data:geo:GSE19465 not downloaded
[6]
execution.not_run
[7]
method.reader_differs_from_extractor
[8]
review.human_critique
[9]
review.independent_reader
[10]
review.machine_critique
assays array · 3 items
[0] object · 11 fields
role
data_generation
definition_id
rna_seq
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]
scriptome of knee and hip cartilage. METHOD: RNA-seq was performed on nucleic acid extracted from
[1]
NSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee da
[2]
. CONCLUSION: This is the first study to use RNA-seq to map and compare the lincRNA transcriptome
[3]
Scatter plot of lincRNA counts in OA vs NOF RNA-seq. Significant lincRNAs (DESeq2, FDR < 0.05) a
order_basis
paper_text_order:400
id
assay:1
[1] object · 11 fields
role
data_generation
definition_id
chip_seq
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]
a knee dataset (ArrayExpress; E-MTAB-4304). ChIP-seq data from ENCODE was used to determine wheth
order_basis
paper_text_order:830
id
assay:2
[2] object · 11 fields
role
analysis
definition_id
differential_expression
definition_version
f2132e96ae6c7a4e
required_operations array · 3 items
[0]
normalise_counts
[1]
differential_expression_fit
[2]
fdr_bh
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304).
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:30611906", "kind": "science-record", "revision": 8, "content_hash": "sha256:e14a8ed144bf09a3627f298ea0dc56ce8c99639d95d4d8bd03a7f2334141ec45", "created_at": "2026-11-01T15:40:40Z", "updated_at": "2026-11-01T22:43:41Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Identification of long non-coding RNAs expressed in knee and hip osteoarthritic cartilage.", "doi": "10.1016/j.joca.2018.12.015", "pmid": "30611906", "authors": ["B Ajekigbe", "K Cheung", "Y Xu", "A J Skelton", "A Panagiotopoulos", "J Soul", "T E Hardingham", "D J Deehan", "M J Barter", "D A Young"], "journal": "Osteoarthritis and cartilage", "year": 2019, "abstract": "OBJECTIVE: Long intergenic non-coding RNAs (lincRNAs) are emerging as key regulators in gene expression; however, little is known about the lincRNA expression changes that occur in osteoarthritis (OA). Here we aimed to define a transcriptome of lncRNAs in OA cartilage, specifically comparing the lincRNA transcriptome of knee and hip cartilage.\nMETHOD: RNA-seq was performed on nucleic acid extracted from hip cartilage from patients undergoing joint replacement surgery because of either OA (n = 10) or because of a neck of femur fracture (NOF; n = 6). After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304). ChIP-seq data from ENCODE was used to determine whether lincRNAs were associated with promoters (plncRNA) or unidirectional enhancer-like regulatory elements (elncRNAs).\nRESULTS: Our analysis of the hip transcriptome identified 1692 expressed Transcripts Per Million (TPM ≥1) Ensembl lincRNAs, of which 198 were significantly (FDR ≤0.05) differentially expressed in OA vs normal (NOF) cartilage. Similar analysis of knee cartilage transcriptome identified 648 Emsembl lincRNAs with 93 significantly (FDR ≤0.05) differentially expressed in intact vs damaged cartilage. In total, 1834 lincRNAs were expressed in both hip and knee cartilage, with a highly significant correlation in expression between the two cartilages.\nCONCLUSION: This is the first study to use RNA-seq to map and compare the lincRNA transcriptomes of hip and knee cartilage. We propose that lincRNAs expressed selectively in cartilage, or showing differential expression in OA, will play a role in cartilage homoeostasis.", "claims": [{"id": "claim-method", "statement": "After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30611906", "locator": "sections[0] \"Abstract\" paragraph 2", "quote": "After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:30611906", "locator": "sections[4] \"RNA extraction and sequencing\" paragraph 2", "quote": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": null, "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:30611906"], "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:E-MTAB-4304"], "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:E-MTAB-4304"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:30611906", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1016/j.joca.2018.12.015", "sha256": "sha256:201980c4deec82d4c36419032903b90da8ba120522818fedeb4579a9c1c13311", "bytes": 42671, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1016/j.joca.2018.12.015", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6444060", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:E-MTAB-4304", "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=E-MTAB-4304", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "E-MTAB-4304", "version": null, "note": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:29:00Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:GSE111358", "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=GSE111358", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE111358", "version": null, "note": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2864660", "GSM2864661", "GSM2864662", "GSM2864663", "GSM2864664", "GSM2864665", "GSM3029071", "GSM3029072", "GSM3029073", "GSM3029074", "GSM3029075", "GSM3029076", "GSM3029077", "GSM3029078", "GSM3029079", "GSM3029080"], "sample_count": 16, "group_sizes": null, "group_sizes_basis": null, "platform": "16791", "taxon": "Homo sapiens", "title": "RNA-seq of Human neck of femur (NOF) fracture hip and osteoarthritic (OA) cartilage", "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:GSE19465", "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=GSE19465", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE19465", "version": null, "note": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM486702", "GSM486704", "GSM486705", "GSM486706", "GSM486707", "GSM486708", "GSM486709", "GSM486710", "GSM486711", "GSM486712", "GSM486714", "GSM537612", "GSM537613", "GSM537615", "GSM537619", "GSM537620", "GSM537621", "GSM537622", "GSM537628", "GSM537629", "GSM537630", "GSM537631", "GSM537632", "GSM537633", "GSM537634", "GSM537635", "GSM537636", "GSM537637", "GSM537638", "GSM537642", "GSM537643", "GSM537645", "GSM537646", "GSM537649", "GSM537650", "GSM537651", "GSM537652", "GSM537653", "GSM537654", "GSM537655", "GSM537656", "GSM537658", "GSM537659", "GSM537660", "GSM537661", "GSM537662", "GSM537663", "GSM537666", "GSM537671", "GSM537674", "GSM537675", "GSM537676", "GSM537677", "GSM537678", "GSM537686", "GSM537687", "GSM537688", "GSM537689", "GSM537690", "GSM537691", "GSM537692", "GSM537693", "GSM537694", "GSM537695", "GSM537696", "GSM537697", "GSM537698", "GSM537699", "GSM537700", "GSM537701", "GSM537702", "GSM537703", "GSM537704", "GSM537705", "GSM537706", "GSM537707", "GSM537708", "GSM537709", "GSM537710", "GSM621387", "GSM621388", "GSM621389", "GSM621390", "GSM621391", "GSM621392", "GSM621393", "GSM621395", "GSM621396", "GSM621397", "GSM621398", "GSM621399", "GSM621400", "GSM621401", "GSM621402", "GSM621403", "GSM621404", "GSM621405", "GSM621406", "GSM621407", "GSM621409", "GSM621410", "GSM621411", "GSM621412", "GSM621413", "GSM621414", "GSM621415", "GSM621416", "GSM621417", "GSM621418", "GSM621419", "GSM621420", "GSM621421", "GSM621422", "GSM621423", "GSM621424", "GSM621425", "GSM621426", "GSM621427", "GSM621428", "GSM621429", "GSM621430", "GSM621431", "GSM621432", "GSM621433", "GSM621434", "GSM621435", "GSM621436", "GSM621437", "GSM621438", "GSM621439", "GSM621441", "GSM621442", "GSM621443", "GSM621444", "GSM621445", "GSM621446", "GSM621447", "GSM621448", "GSM621449", "GSM621450", "GSM621451", "GSM621453", "GSM621454", "GSM621455", "GSM621456", "GSM621457", "GSM621458", "GSM621459", "GSM621460", "GSM621461", "GSM621629", "GSM621630", "GSM621631", "GSM621632", "GSM621633", "GSM621634", "GSM621635", "GSM621636", "GSM621637", "GSM621638", "GSM621639", "GSM621640", "GSM621641", "GSM621642", "GSM621643", "GSM621644", "GSM621645", "GSM621646", "GSM621647", "GSM621648", "GSM621649", "GSM621650", "GSM621651", "GSM621652", "GSM621653", "GSM621654", "GSM621655", "GSM621656", "GSM621657", "GSM621658", "GSM621659", "GSM621660", "GSM621661", "GSM621662", "GSM621663", "GSM621664", "GSM621665", "GSM621666", "GSM621667", "GSM621668", "GSM621669", "GSM621670", "GSM621671", "GSM621672", "GSM621673", "GSM621674", "GSM621675", "GSM621676", "GSM621677", "GSM621678", "GSM621679", "GSM621680", "GSM621681", "GSM621682", "GSM621683", "GSM621684", "GSM621685", "GSM621686", "GSM621687", "GSM621688", "GSM621689", "GSM621690", "GSM621691", "GSM621692", "GSM621693", "GSM621694", "GSM669904", "GSM669905", "GSM669906", "GSM669907", "GSM669908", "GSM669909", "GSM669910", "GSM669911", "GSM669912", "GSM669913", "GSM669914", "GSM669915", "GSM669916", "GSM669917", "GSM669918", "GSM669919", "GSM669920", "GSM669921", "GSM669922", "GSM669923", "GSM669924", "GSM669925", "GSM669926", "GSM669927", "GSM669928", "GSM669929", "GSM669930", "GSM669931", "GSM669932", "GSM669933", "GSM669934", "GSM669935", "GSM669936", "GSM669937", "GSM669938", "GSM669939", "GSM669940", "GSM669941", "GSM669942", "GSM669943", "GSM669944", "GSM669945", "GSM669946", "GSM669947", "GSM669948", "GSM669949", "GSM669950", "GSM669951", "GSM669952", "GSM669953", "GSM669954", "GSM669955", "GSM669956", "GSM669957", "GSM669958", "GSM669959", "GSM669960", "GSM669961", "GSM669962", "GSM669963", "GSM669964", "GSM669965", "GSM669966", "GSM669967", "GSM669968", "GSM669969", "GSM669970", "GSM669971", "GSM669972", "GSM669973", "GSM669974", "GSM669975", "GSM669976", "GSM669977", "GSM669978", "GSM669979", "GSM669980", "GSM669981", "GSM669982", "GSM669983", "GSM669984", "GSM669985", "GSM669986", "GSM669987", "GSM669988", "GSM669989", "GSM669990", "GSM669991", "GSM669992", "GSM669993", "GSM669994", "GSM669995", "GSM669996", "GSM669997", "GSM669998", "GSM669999", "GSM670000", "GSM670001", "GSM670002", "GSM670003", "GSM670004", "GSM670005", "GSM670006", "GSM670007", "GSM670008", "GSM670009", "GSM670010", "GSM670011", "GSM670012", "GSM670013", "GSM670014", "GSM670015", "GSM670016", "GSM670017", "GSM670018", "GSM670019", "GSM670020", "GSM670021", "GSM670022", "GSM670023", "GSM670024", "GSM670025", "GSM670026", "GSM670027", "GSM670028", "GSM670029", "GSM670030", "GSM670031", "GSM670032", "GSM670033", "GSM670034", "GSM670035", "GSM670036", "GSM670037", "GSM670038", "GSM670039", "GSM670040", "GSM670041", "GSM670042", "GSM670043", "GSM670044", "GSM670045"], "sample_count": 358, "group_sizes": null, "group_sizes_basis": null, "platform": "10999;9115", "taxon": "Homo sapiens", "title": "BI Human Reference Epigenome Mapping Project: ChIP-Seq in human subject", "resolution_checked_at": "2026-11-01T15:39:54Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:30611906:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:9aa3c9bddb270f1510eb06f4f280a09d3b4453e16e90d214c510513ef95099be", "bytes": 2151, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[7]/table-wrap[1]#tbl1", "version": null, "note": "Differentially expressed LincRNAs in common between OA hip vs NOF and intact vs damage knee cartilage", "structure": {"pmcid": "PMC6444060", "section_index": 7, "section_title": "Results", "row_count": 21, "column_count": 8}, "table": {"label": "Table I", "caption": "Differentially expressed LincRNAs in common between OA hip vs NOF and intact vs damage knee cartilage", "rows": [["Ensembl ID", "lincRNA name", "Hip_Av_TPM", "Knee_Av TPM", "Hip log2 Fold Change", "Knee log2 Fold Change", "Hip adjusted pvalue", "Knee adjusted pvalue"], ["ENSG00000260807", "RP11-161M6.2", "73.26", "21.41", "0.669", "0.692", "3.17E-04", "3.05E-06"], ["ENSG00000230724", "LINC01001", "40.41", "4.61", "−0.735", "0.659", "4.91E-04", "6.60E-03"], ["ENSG00000214548", "MEG3", "381.13", "30.04", "−0.864", "1.350", "1.25E-03", "4.23E-11"], ["ENSG00000261200", "RP11-989E6.10", "5.91", "0.55", "−0.629", "0.719", "1.43E-03", "1.25E-02"], ["ENSG00000235815", "RP1-125N5.2", "8.95", "9.94", "1.220", "0.684", "1.56E-03", "3.14E-03"], ["ENSG00000230606", "AC159540.1", "32.76", "14.93", "0.504", "0.646", "1.72E-03", "5.21E-03"], ["ENSG00000179523", "EIF3J-AS1", "21.25", "17.74", "−0.405", "0.322", "2.01E-03", "6.31E-03"], ["ENSG00000212694", "LINC01089", "20.08", "14.49", "0.421", "0.792", "2.21E-03", "3.01E-06"], ["ENSG00000272374", "RP3-329A5.8", "0.61", "0.23", "−0.746", "0.849", "3.07E-03", "1.29E-02"], ["ENSG00000203709", "C1orf132", "8.65", "0.65", "−1.058", "0.462", "3.28E-03", "1.88E-02"], ["ENSG00000224652", "LINC00885", "0.99", "0.94", "0.887", "0.713", "5.05E-03", "8.52E-03"], ["ENSG00000230487", "PSMG3-AS1", "4.77", "2.51", "0.625", "0.504", "7.08E-03", "7.18E-03"], ["ENSG00000245532", "NEAT1", "1149.80", "250.31", "−0.865", "0.407", "9.60E-03", "4.22E-02"], ["ENSG00000255135", "RP11-111M22.3", "11.10", "12.76", "−0.389", "0.390", "1.20E-02", "4.41E-02"], ["ENSG00000232931", "LINC00342", "6.02", "2.93", "0.284", "0.566", "2.93E-02", "2.41E-02"], ["ENSG00000283445", "RP11-63G10.4", "1.90", "0.79", "0.406", "0.758", "2.99E-02", "2.84E-03"], ["ENSG00000261888", "AC144831.1", "1.34", "1.14", "−0.599", "−0.727", "3.00E-02", "2.63E-03"], ["ENSG00000255284", "AP006621.5", "4.79", "4.29", "0.451", "0.531", "3.39E-02", "4.87E-02"], ["ENSG00000265485", "RP11-449D8.1", "2.07", "4.83", "0.638", "0.419", "4.93E-02", "3.64E-02"], ["ENSG00000256321", "RP11-153K16.1", "3.02", "2.05", "−0.496", "0.794", "4.99E-02", "3.83E-03"]], "row_count": 21, "column_count": 8, "numeric_cells": 156, "header_rows": 1, "locator": "section[7]/table-wrap[1]#tbl1"}}], "gaps": ["asset:data:geo:E-MTAB-4304 not downloaded", "asset:data:geo:E-MTAB-4304 licence not read", "asset:data:geo:GSE111358 not downloaded", "asset:data:geo:GSE111358 licence not read", "asset:data:geo:GSE19465 not downloaded", "asset:data:geo:GSE19465 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "deseq2", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304)."}}, {"id": "method-2", "family": "group_comparison", "specific": "mann_whitney", "label": "Group comparison", "dsl_operations": [], "missing_operations": ["group_comparison_mann_whitney"], "expressible": false, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "Mann Whitney"}}], "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": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: deseq2."}, "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": ["GSE111358", "E-MTAB-4304", "GSE19465"], "resolved_accessions": ["GSE111358", "E-MTAB-4304", "GSE19465"], "statements": ["Fastq files are available to download from the National Center for Biotechnology Information Expression Omnibus GSE111358."], "basis": "The paper names GSE111358, E-MTAB-4304, GSE19465 in National Center for Biotechnology Information Expression Omnibus and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:30611906", "data:geo:E-MTAB-4304", "asset:table:pmid:30611906:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:E-MTAB-4304"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:13:37Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 33968, "completion_tokens": 1310, "cached_tokens": 520}}, "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:30611906", "type": "paper", "label": "pmid:30611906"}, {"id": "source:pmid:30611906", "type": "manuscript", "label": "PMID 30611906 full text"}, {"id": "data:geo:E-MTAB-4304", "type": "dataset", "label": "GEO E-MTAB-4304"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:30611906", "type": "paper", "label": "pmid:30611906"}, {"id": "source:pmid:30611906", "type": "manuscript", "label": "PMID 30611906 full text"}, {"id": "data:geo:E-MTAB-4304", "type": "dataset", "label": "GEO E-MTAB-4304"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-30611906", "type": "extraction", "used": ["source:pmid:30611906"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-E-MTAB-4304", "type": "accession_resolution", "used": ["data:geo:E-MTAB-4304"], "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:30611906", "parent_hash": "sha256:28c02e9e9cd3e67887dd0fb2172e34d4c69b2d21f0c9f425408ff0bb9ddf7eb8", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:E-MTAB-4304 licence not read", "asset:data:geo:E-MTAB-4304 not downloaded", "asset:data:geo:GSE111358 licence not read", "asset:data:geo:GSE111358 not downloaded", "asset:data:geo:GSE19465 licence not read", "asset:data:geo:GSE19465 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": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["scriptome of knee and hip cartilage. METHOD: RNA-seq was performed on nucleic acid extracted from", "NSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee da", ". CONCLUSION: This is the first study to use RNA-seq to map and compare the lincRNA transcriptome", "Scatter plot of lincRNA counts in OA vs NOF RNA-seq. Significant lincRNAs (DESeq2, FDR < 0.05) a"], "order_basis": "paper_text_order:400", "id": "assay:1"}, {"role": "data_generation", "definition_id": "chip_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["a knee dataset (ArrayExpress; E-MTAB-4304). ChIP-seq data from ENCODE was used to determine wheth"], "order_basis": "paper_text_order:830", "id": "assay:2"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["After transcript alignment, counts were performed using Salmon and differential expression for ENSEMBL lincRNAs determined using DESeq2. Hip RNA-seq lincRNA expression was compared to a knee dataset (ArrayExpress; E-MTAB-4304)."], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}