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

pmid:31477108

Lyn regulates epithelial-mesenchymal transition in CS-exposed model through Smad2/3 signaling.

Xiaobo Liang · Xiang He · Yin Li · Junyi Wang · Dehong Wu · Xiefang Yuan · Xiaoyun Wang · Guoping Li

Respiratory research · 2019 doi:10.1186/s12931-019-1166-z

Paper

complete

Experiment

complete

Data

partial

Analysis

complete

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:31477108
kind
science-record
content_hash
sha256:47546a0fd7a6f3ae27b09f63fde967d387d343dd46dd70a8a73b089026f89516
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T15:40:49Z
updated_at
2026-11-01T22:44:10Z
generator object · 2 fields
name
corpus-assay-engine
run_id
reading-sci-2026-11-01
paper object · 10 fields
state
complete
title
Lyn regulates epithelial-mesenchymal transition in CS-exposed model through Smad2/3 signaling.
doi
10.1186/s12931-019-1166-z
pmid
31477108
authors array · 8 items
[0]
Xiaobo Liang
[1]
Xiang He
[2]
Yin Li
[3]
Junyi Wang
[4]
Dehong Wu
[5]
Xiefang Yuan
[6]
Xiaoyun Wang
[7]
Guoping Li
journal
Respiratory research
year
2019
abstract
BACKGROUND: Chronic obstructive pulmonary disease (COPD) is characterized by airflow limitation that is progressive and not fully reversible. Cigarette smoking is one of the most commonly and important risk factors for COPD, which contributes to airway remodeling, the outstanding pathological changes in COPD. One potential mechanism which might be important for airway remodeling is the process called epithelial-mesenchymal transition (EMT). However, the underlying molecular mechanisms of EMT in CS-induced COPD are still poorly understood. METHODS: Two Gene Expression Omnibus (GEO) datasets (GSE108134 and GSE5058) were combined to identify the key genes involved in COPD. Then, single-gene analysis of Lyn was performed. Lyn expression was confirmed in patients with COPD. 16HBE cells were treated with cigarette smoking extracts (CSE). Wild type (WT) C57BL/6 J mice and Lyn+/+ transgenic mice were exposed to CSE to establish CS-exposed model. Pathological changes were observed by hematoxylin-eosin staining. The expression levels of EMT markers were examined by using western blot and immunofluorescence. The expression and phosphorylation levels of Lyn and Smad2/3 were detected as well. RESULTS: The gain of mesenchymal markers vimentin and α-SMA with a concomitant loss of E-cadherin was observed in both in vivo and in vitro studies. Meanwhile, cigarette smoking extracts (CSE) induced EMT in 16HBE cells in a time- and dose- dependent manner. Furthermore, by analyzing GEO datasets and using molecular methods, we explored a kinase, Lyn, its expression correlated with the expression of E-cadherin, vimentin and α-SMA in CS-exposed model. Moreover, we found that EMT induced by CSE was regulated by activated Lyn through phosphorylation of Smad2/3. CONCLUSIONS: In summary, we found that Lyn regulates epithelial-mesenchymal transition in CS-exposed model through Smad2/3 signaling. As a kinase, Lyn is "druggable", and might provide a therapeutic opportunity for targeting EMT. Therefore, our research might provide a new method to treat COPD by targeting Lyn kinase specifically.
claims array · 2 items
[0] object · 6 fields
id
claim-method
statement
Multiple group comparisons were analyzed using a one-way ANOVA.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:31477108
locator
sections[11] "Statistical analysis" paragraph 2
quote
Multiple group comparisons were analyzed using a one-way ANOVA.
state
complete
[1] object · 6 fields
id
claim-data-access
statement
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
kind
methodological
target
null
evidence array · 1 item
[0] object · 3 fields
asset
source:pmid:31477108
locator
sections[25] "notes" paragraph 1
quote
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
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:31477108
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:GSE108134
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:GSE108134
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 · 3 items
[0] object · 15 fields
id
source:pmid:31477108
role
manuscript
format
xml
media_type
application/xml
uri
https://doi.org/10.1186/s12931-019-1166-z
sha256
sha256:71bd5133ac5d27d432b4a2cef23a88df30c2eb189cbf9278b1a18893d2e90550
bytes
30870
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
10.1186/s12931-019-1166-z
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
PMC6720409
source
europe_pmc_fulltext
coverage
whole_body_without_references
text_hash_scope
rendered_section_body
[1] object · 15 fields
id
data:geo:GSE108134
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=GSE108134
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE108134
version
null
note
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 405 items
[0]
GSM2890598
[1]
GSM2890599
[2]
GSM2890600
[3]
GSM2890601
[4]
GSM2890602
[5]
GSM2890603
[6]
GSM2890604
[7]
GSM2890605
[8]
GSM2890606
[9]
GSM2890607
[10]
GSM2890608
[11]
GSM2890609
[12]
GSM2890610
[13]
GSM2890611
[14]
GSM2890612
[15]
GSM2890613
[16]
GSM2890614
[17]
GSM2890615
[18]
GSM2890616
[19]
GSM2890617
[20]
GSM2890618
[21]
GSM2890619
[22]
GSM2890620
[23]
GSM2890621
[24]
GSM2890622
[25]
GSM2890623
[26]
GSM2890624
[27]
GSM2890625
[28]
GSM2890626
[29]
GSM2890627
[30]
GSM2890628
[31]
GSM2890629
[32]
GSM2890630
[33]
GSM2890631
[34]
GSM2890632
[35]
GSM2890633
[36]
GSM2890634
[37]
GSM2890635
[38]
GSM2890636
[39]
GSM2890637
[40]
GSM2890638
[41]
GSM2890639
[42]
GSM2890640
[43]
GSM2890641
[44]
GSM2890642
[45]
GSM2890643
[46]
GSM2890644
[47]
GSM2890645
[48]
GSM2890646
[49]
GSM2890647
[50]
GSM2890648
[51]
GSM2890649
[52]
GSM2890650
[53]
GSM2890651
[54]
GSM2890652
[55]
GSM2890653
[56]
GSM2890654
[57]
GSM2890655
[58]
GSM2890656
[59]
GSM2890657
[60]
GSM2890658
[61]
GSM2890659
[62]
GSM2890660
[63]
GSM2890661
[64]
GSM2890662
[65]
GSM2890663
[66]
GSM2890664
[67]
GSM2890665
[68]
GSM2890666
[69]
GSM2890667
[70]
GSM2890668
[71]
GSM2890669
[72]
GSM2890670
[73]
GSM2890671
[74]
GSM2890672
[75]
GSM2890673
[76]
GSM2890674
[77]
GSM2890675
[78]
GSM2890676
[79]
GSM2890677
[80]
GSM2890678
[81]
GSM2890679
[82]
GSM2890680
[83]
GSM2890681
[84]
GSM2890682
[85]
GSM2890683
[86]
GSM2890684
[87]
GSM2890685
[88]
GSM2890686
[89]
GSM2890687
[90]
GSM2890688
[91]
GSM2890689
[92]
GSM2890690
[93]
GSM2890691
[94]
GSM2890692
[95]
GSM2890693
[96]
GSM2890694
[97]
GSM2890695
[98]
GSM2890696
[99]
GSM2890697
[100]
GSM2890698
[101]
GSM2890699
[102]
GSM2890700
[103]
GSM2890701
[104]
GSM2890702
[105]
GSM2890703
[106]
GSM2890704
[107]
GSM2890705
[108]
GSM2890706
[109]
GSM2890707
[110]
GSM2890708
[111]
GSM2890709
[112]
GSM2890710
[113]
GSM2890711
[114]
GSM2890712
[115]
GSM2890713
[116]
GSM2890714
[117]
GSM2890715
[118]
GSM2890716
[119]
GSM2890717
[120]
GSM2890718
[121]
GSM2890719
[122]
GSM2890720
[123]
GSM2890721
[124]
GSM2890722
[125]
GSM2890723
[126]
GSM2890724
[127]
GSM2890725
[128]
GSM2890726
[129]
GSM2890727
[130]
GSM2890728
[131]
GSM2890729
[132]
GSM2890730
[133]
GSM2890731
[134]
GSM2890732
[135]
GSM2890733
[136]
GSM2890734
[137]
GSM2890735
[138]
GSM2890736
[139]
GSM2890737
[140]
GSM2890738
[141]
GSM2890739
[142]
GSM2890740
[143]
GSM2890741
[144]
GSM2890742
[145]
GSM2890743
[146]
GSM2890744
[147]
GSM2890745
[148]
GSM2890746
[149]
GSM2890747
[150]
GSM2890748
[151]
GSM2890749
[152]
GSM2890750
[153]
GSM2890751
[154]
GSM2890752
[155]
GSM2890753
[156]
GSM2890754
[157]
GSM2890755
[158]
GSM2890756
[159]
GSM2890757
[160]
GSM2890758
[161]
GSM2890759
[162]
GSM2890760
[163]
GSM2890761
[164]
GSM2890762
[165]
GSM2890763
[166]
GSM2890764
[167]
GSM2890765
[168]
GSM2890766
[169]
GSM2890767
[170]
GSM2890768
[171]
GSM2890769
[172]
GSM2890770
[173]
GSM2890771
[174]
GSM2890772
[175]
GSM2890773
[176]
GSM2890774
[177]
GSM2890775
[178]
GSM2890776
[179]
GSM2890777
[180]
GSM2890778
[181]
GSM2890779
[182]
GSM2890780
[183]
GSM2890781
[184]
GSM2890782
[185]
GSM2890783
[186]
GSM2890784
[187]
GSM2890785
[188]
GSM2890786
[189]
GSM2890787
[190]
GSM2890788
[191]
GSM2890789
[192]
GSM2890790
[193]
GSM2890791
[194]
GSM2890792
[195]
GSM2890793
[196]
GSM2890794
[197]
GSM2890795
[198]
GSM2890796
[199]
GSM2890797
[200]
GSM2890798
[201]
GSM2890799
[202]
GSM2890800
[203]
GSM2890801
[204]
GSM2890802
[205]
GSM2890803
[206]
GSM2890804
[207]
GSM2890805
[208]
GSM2890806
[209]
GSM2890807
[210]
GSM2890808
[211]
GSM2890809
[212]
GSM2890810
[213]
GSM2890811
[214]
GSM2890812
[215]
GSM2890813
[216]
GSM2890814
[217]
GSM2890815
[218]
GSM2890816
[219]
GSM2890817
[220]
GSM2890818
[221]
GSM2890819
[222]
GSM2890820
[223]
GSM2890821
[224]
GSM2890822
[225]
GSM2890823
[226]
GSM2890824
[227]
GSM2890825
[228]
GSM2890826
[229]
GSM2890827
[230]
GSM2890828
[231]
GSM2890829
[232]
GSM2890830
[233]
GSM2890831
[234]
GSM2890832
[235]
GSM2890833
[236]
GSM2890834
[237]
GSM2890835
[238]
GSM2890836
[239]
GSM2890837
[240]
GSM2890838
[241]
GSM2890839
[242]
GSM2890840
[243]
GSM2890841
[244]
GSM2890842
[245]
GSM2890843
[246]
GSM2890844
[247]
GSM2890845
[248]
GSM2890846
[249]
GSM2890847
[250]
GSM2890848
[251]
GSM2890849
[252]
GSM2890850
[253]
GSM2890851
[254]
GSM2890852
[255]
GSM2890853
[256]
GSM2890854
[257]
GSM2890855
[258]
GSM2890856
[259]
GSM2890857
[260]
GSM2890858
[261]
GSM2890859
[262]
GSM2890860
[263]
GSM2890861
[264]
GSM2890862
[265]
GSM2890863
[266]
GSM2890864
[267]
GSM2890865
[268]
GSM2890866
[269]
GSM2890867
[270]
GSM2890868
[271]
GSM2890869
[272]
GSM2890870
[273]
GSM2890871
[274]
GSM2890872
[275]
GSM2890873
[276]
GSM2890874
[277]
GSM2890875
[278]
GSM2890876
[279]
GSM2890877
[280]
GSM2890878
[281]
GSM2890879
[282]
GSM2890880
[283]
GSM2890881
[284]
GSM2890882
[285]
GSM2890883
[286]
GSM2890884
[287]
GSM2890885
[288]
GSM2890886
[289]
GSM2890887
[290]
GSM2890888
[291]
GSM2890889
[292]
GSM2890890
[293]
GSM2890891
[294]
GSM2890892
[295]
GSM2890893
[296]
GSM2890894
[297]
GSM2890895
[298]
GSM2890896
[299]
GSM2890897
[300]
GSM2890898
[301]
GSM2890899
[302]
GSM2890900
[303]
GSM2890901
[304]
GSM2890902
[305]
GSM2890903
[306]
GSM2890904
[307]
GSM2890905
[308]
GSM2890906
[309]
GSM2890907
[310]
GSM2890908
[311]
GSM2890909
[312]
GSM2890910
[313]
GSM2890911
[314]
GSM2890912
[315]
GSM2890913
[316]
GSM2890914
[317]
GSM2890915
[318]
GSM2890916
[319]
GSM2890917
[320]
GSM2890918
[321]
GSM2890919
[322]
GSM2890920
[323]
GSM2890921
[324]
GSM2890922
[325]
GSM2890923
[326]
GSM2890924
[327]
GSM2890925
[328]
GSM2890926
[329]
GSM2890927
[330]
GSM2890928
[331]
GSM2890929
[332]
GSM2890930
[333]
GSM2890931
[334]
GSM2890932
[335]
GSM2890933
[336]
GSM2890934
[337]
GSM2890935
[338]
GSM2890936
[339]
GSM2890937
[340]
GSM2890938
[341]
GSM2890939
[342]
GSM2890940
[343]
GSM2890941
[344]
GSM2890942
[345]
GSM2890943
[346]
GSM2890944
[347]
GSM2890945
[348]
GSM2890946
[349]
GSM2890947
[350]
GSM2890948
[351]
GSM2890949
[352]
GSM2890950
[353]
GSM2890951
[354]
GSM2890952
[355]
GSM2890953
[356]
GSM2890954
[357]
GSM2890955
[358]
GSM2890956
[359]
GSM2890957
[360]
GSM2890958
[361]
GSM2890959
[362]
GSM2890960
[363]
GSM2890961
[364]
GSM2890962
[365]
GSM2890963
[366]
GSM2890964
[367]
GSM2890965
[368]
GSM2890966
[369]
GSM2890967
[370]
GSM2890968
[371]
GSM2890969
[372]
GSM2890970
[373]
GSM2890971
[374]
GSM2890972
[375]
GSM2890973
[376]
GSM2890974
[377]
GSM2890975
[378]
GSM2890976
[379]
GSM2890977
[380]
GSM2890978
[381]
GSM2890979
[382]
GSM2890980
[383]
GSM2890981
[384]
GSM2890982
[385]
GSM2890983
[386]
GSM2890984
[387]
GSM2890985
[388]
GSM2890986
[389]
GSM2890987
[390]
GSM2890988
[391]
GSM2890989
[392]
GSM2890990
[393]
GSM2890991
[394]
GSM2890992
[395]
GSM2890993
[396]
GSM2890994
[397]
GSM2890995
[398]
GSM2890996
[399]
GSM2890997
[400]
GSM2890998
[401]
GSM2890999
[402]
GSM2891000
[403]
GSM2891001
[404]
GSM2891002
sample_count
405
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Ambient Pollution Related Reprogramming of the Human Small Airway Epithelial Transcriptome
resolution_checked_at
2026-11-01T15:39:54Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[2] object · 15 fields
id
data:geo:GSE5058
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=GSE5058
sha256
null
bytes
null
access
open
state
resolved
reader
null
reader_status
reader_required
identifier
GSE5058
version
null
note
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
access_statement_kind
data_availability_statement
sample_accessions array · 39 items
[0]
GSM101095
[1]
GSM101096
[2]
GSM101097
[3]
GSM101098
[4]
GSM101099
[5]
GSM101100
[6]
GSM101101
[7]
GSM101102
[8]
GSM101103
[9]
GSM101104
[10]
GSM101105
[11]
GSM101106
[12]
GSM101107
[13]
GSM101108
[14]
GSM101109
[15]
GSM101110
[16]
GSM101111
[17]
GSM101112
[18]
GSM101113
[19]
GSM101114
[20]
GSM101115
[21]
GSM101116
[22]
GSM114089
[23]
GSM114090
[24]
GSM114091
[25]
GSM114092
[26]
GSM114093
[27]
GSM114094
[28]
GSM114095
[29]
GSM114096
[30]
GSM114097
[31]
GSM114098
[32]
GSM114099
[33]
GSM114100
[34]
GSM114101
[35]
GSM114102
[36]
GSM114103
[37]
GSM114104
[38]
GSM114105
sample_count
39
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Airway epithelium, small airways, normal non-smokers, phenotypic normal smokers, smokers with COPD and early COPD
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:GSE108134 not downloaded
[1]
asset:data:geo:GSE108134 licence not read
[2]
asset:data:geo:GSE5058 not downloaded
[3]
asset:data:geo:GSE5058 licence not read
analysis object · 4 fields
state
complete
methods array · 1 item
[0] object · 10 fields
id
method-1
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
1
band
verbatim
quote
Multiple group comparisons were analyzed using a one-way ANOVA.
targets array · 0 items
gaps array · 0 items
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 · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
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: anova.
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]
GSE108134
[1]
GSE5058
resolved_accessions array · 2 items
[0]
GSE108134
[1]
GSE5058
statements array · 1 item
[0]
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
basis
The paper names GSE108134, GSE5058 in NCBI 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 · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
assets array · 2 items
[0]
source:pmid:31477108
[1]
data:geo:GSE108134
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:GSE108134
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
2026-10-31T18:16:15Z
independence
single_reader
evidence_check object · 2 fields
method
verbatim
availability
verbatim
calls
3
usage object · 3 fields
prompt_tokens
23574
completion_tokens
1495
cached_tokens
512
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:31477108
type
paper
label
pmid:31477108
[1] object · 3 fields
id
source:pmid:31477108
type
manuscript
label
PMID 31477108 full text
[2] object · 3 fields
id
data:geo:GSE108134
type
dataset
label
GEO GSE108134
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:31477108
type
paper
label
pmid:31477108
[1] object · 3 fields
id
source:pmid:31477108
type
manuscript
label
PMID 31477108 full text
[2] object · 3 fields
id
data:geo:GSE108134
type
dataset
label
GEO GSE108134
agent
agent:corpus-assay-engine
[1] object · 4 fields
id
activity-read-31477108
type
extraction
used array · 1 item
[0]
source:pmid:31477108
agent
agent:minimax-reader
[2] object · 4 fields
id
activity-resolve-GSE108134
type
accession_resolution
used array · 1 item
[0]
data:geo:GSE108134
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:31477108
parent_hash
sha256:2d0da28e13c0bb476bc2057f8b2c881896e77c633b25822850609776aa605f61
fork_of
null
gaps array · 8 items
[0]
asset:data:geo:GSE108134 licence not read
[1]
asset:data:geo:GSE108134 not downloaded
[2]
asset:data:geo:GSE5058 licence not read
[3]
asset:data:geo:GSE5058 not downloaded
[4]
execution.not_run
[5]
review.human_critique
[6]
review.independent_reader
[7]
review.machine_critique
assays array · 6 items
[0] 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 · 3 items
[0]
pe (WT) C57BL/6 J mice and Lyn+/+ transgenic mice were exposed to CSE to establish CS-exposed model
[1]
tant loss of E-cadherin was observed in both in vivo and in vitro studies. Meanwhile, cigarette s
[2]
d. (Chongqing, China). Lyn+/+ TG mice and WT mice were maintained in a specific pathogen-free facil
order_basis
paper_text_order:946
id
assay:1
[1] 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
0.99
evidence array · 3 items
[0]
levels of EMT markers were examined by using western blot and immunofluorescence. The expression and p
[1]
described [22]. Genotyping was confirmed by western blotting. Wild type (WT) C57BL/6 J mice at 8 to 10 we
[2]
P = 0.393). To validate the microarray data, western blot was applied. It also showed that the protein
order_basis
paper_text_order:1128
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]
kers were examined by using western blot and immunofluorescence. The expression and phosphorylation levels o
order_basis
paper_text_order:1145
id
assay:3
[3] 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]
Wang [22]. Cell culture, viral infection and transfection Human Lyn cDNA was amplified and cloned into
[1]
he vector expressing Lyn was constructed and transfected into human embryo kidney cells 293 T cells t
[2]
ing 10% fetal bovine serum. 16HBE cells were transfected with recombinant lentivirus containing Lyn o
[3]
anufacturer’s instructions. 16HBE cells were transfected with lentivirus at a multiplicity of infecti
order_basis
paper_text_order:2843
id
assay:4
[4] object · 11 fields
role
data_generation
definition_id
microarray
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]
n of E-cadherin (P = 0.393). To validate the microarray data, western blot was applied. It also show
order_basis
paper_text_order:5556
id
assay:5
[5] object · 11 fields
role
analysis
definition_id
group_comparison
definition_version
f2132e96ae6c7a4e
required_operations array · 4 items
[0]
group_summary
[1]
welch_t
[2]
bootstrap_mean_difference
[3]
group_comparison_anova
support_state
supported
source_hashes object · 1 field
dsl_catalogue
f2132e96ae6c7a4e
evidence array · 1 item
[0]
Multiple group comparisons were analyzed using a one-way ANOVA.
order_basis
consumes_earlier_output
id
assay:6
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:31477108", "kind": "science-record", "revision": 8, "content_hash": "sha256:47546a0fd7a6f3ae27b09f63fde967d387d343dd46dd70a8a73b089026f89516", "created_at": "2026-11-01T15:40:49Z", "updated_at": "2026-11-01T22:44:10Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Lyn regulates epithelial-mesenchymal transition in CS-exposed model through Smad2/3 signaling.", "doi": "10.1186/s12931-019-1166-z", "pmid": "31477108", "authors": ["Xiaobo Liang", "Xiang He", "Yin Li", "Junyi Wang", "Dehong Wu", "Xiefang Yuan", "Xiaoyun Wang", "Guoping Li"], "journal": "Respiratory research", "year": 2019, "abstract": "BACKGROUND: Chronic obstructive pulmonary disease (COPD) is characterized by airflow limitation that is progressive and not fully reversible. Cigarette smoking is one of the most commonly and important risk factors for COPD, which contributes to airway remodeling, the outstanding pathological changes in COPD. One potential mechanism which might be important for airway remodeling is the process called epithelial-mesenchymal transition (EMT). However, the underlying molecular mechanisms of EMT in CS-induced COPD are still poorly understood.\nMETHODS: Two Gene Expression Omnibus (GEO) datasets (GSE108134 and GSE5058) were combined to identify the key genes involved in COPD. Then, single-gene analysis of Lyn was performed. Lyn expression was confirmed in patients with COPD. 16HBE cells were treated with cigarette smoking extracts (CSE). Wild type (WT) C57BL/6 J mice and Lyn+/+ transgenic mice were exposed to CSE to establish CS-exposed model. Pathological changes were observed by hematoxylin-eosin staining. The expression levels of EMT markers were examined by using western blot and immunofluorescence. The expression and phosphorylation levels of Lyn and Smad2/3 were detected as well.\nRESULTS: The gain of mesenchymal markers vimentin and α-SMA with a concomitant loss of E-cadherin was observed in both in vivo and in vitro studies. Meanwhile, cigarette smoking extracts (CSE) induced EMT in 16HBE cells in a time- and dose- dependent manner. Furthermore, by analyzing GEO datasets and using molecular methods, we explored a kinase, Lyn, its expression correlated with the expression of E-cadherin, vimentin and α-SMA in CS-exposed model. Moreover, we found that EMT induced by CSE was regulated by activated Lyn through phosphorylation of Smad2/3.\nCONCLUSIONS: In summary, we found that Lyn regulates epithelial-mesenchymal transition in CS-exposed model through Smad2/3 signaling. As a kinase, Lyn is \"druggable\", and might provide a therapeutic opportunity for targeting EMT. Therefore, our research might provide a new method to treat COPD by targeting Lyn kinase specifically.", "claims": [{"id": "claim-method", "statement": "Multiple group comparisons were analyzed using a one-way ANOVA.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31477108", "locator": "sections[11] \"Statistical analysis\" paragraph 2", "quote": "Multiple group comparisons were analyzed using a one-way ANOVA."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:31477108", "locator": "sections[25] \"notes\" paragraph 1", "quote": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request."}], "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:31477108"], "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:GSE108134"], "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:GSE108134"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:31477108", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12931-019-1166-z", "sha256": "sha256:71bd5133ac5d27d432b4a2cef23a88df30c2eb189cbf9278b1a18893d2e90550", "bytes": 30870, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1186/s12931-019-1166-z", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC6720409", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE108134", "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=GSE108134", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE108134", "version": null, "note": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM2890598", "GSM2890599", "GSM2890600", "GSM2890601", "GSM2890602", "GSM2890603", "GSM2890604", "GSM2890605", "GSM2890606", "GSM2890607", "GSM2890608", "GSM2890609", "GSM2890610", "GSM2890611", "GSM2890612", "GSM2890613", "GSM2890614", "GSM2890615", "GSM2890616", "GSM2890617", "GSM2890618", "GSM2890619", "GSM2890620", "GSM2890621", "GSM2890622", "GSM2890623", "GSM2890624", "GSM2890625", "GSM2890626", "GSM2890627", "GSM2890628", "GSM2890629", "GSM2890630", "GSM2890631", "GSM2890632", "GSM2890633", "GSM2890634", "GSM2890635", "GSM2890636", "GSM2890637", "GSM2890638", "GSM2890639", "GSM2890640", "GSM2890641", "GSM2890642", "GSM2890643", "GSM2890644", "GSM2890645", "GSM2890646", "GSM2890647", "GSM2890648", "GSM2890649", "GSM2890650", "GSM2890651", "GSM2890652", "GSM2890653", "GSM2890654", "GSM2890655", "GSM2890656", "GSM2890657", "GSM2890658", "GSM2890659", "GSM2890660", "GSM2890661", "GSM2890662", "GSM2890663", "GSM2890664", "GSM2890665", "GSM2890666", "GSM2890667", "GSM2890668", "GSM2890669", "GSM2890670", "GSM2890671", "GSM2890672", "GSM2890673", "GSM2890674", "GSM2890675", "GSM2890676", "GSM2890677", "GSM2890678", "GSM2890679", "GSM2890680", "GSM2890681", "GSM2890682", "GSM2890683", "GSM2890684", "GSM2890685", "GSM2890686", "GSM2890687", "GSM2890688", "GSM2890689", "GSM2890690", "GSM2890691", "GSM2890692", "GSM2890693", "GSM2890694", "GSM2890695", "GSM2890696", "GSM2890697", "GSM2890698", "GSM2890699", "GSM2890700", "GSM2890701", "GSM2890702", "GSM2890703", "GSM2890704", "GSM2890705", "GSM2890706", "GSM2890707", "GSM2890708", "GSM2890709", "GSM2890710", "GSM2890711", "GSM2890712", "GSM2890713", "GSM2890714", "GSM2890715", "GSM2890716", "GSM2890717", "GSM2890718", "GSM2890719", "GSM2890720", "GSM2890721", "GSM2890722", "GSM2890723", "GSM2890724", "GSM2890725", "GSM2890726", "GSM2890727", "GSM2890728", "GSM2890729", "GSM2890730", "GSM2890731", "GSM2890732", "GSM2890733", "GSM2890734", "GSM2890735", "GSM2890736", "GSM2890737", "GSM2890738", "GSM2890739", "GSM2890740", "GSM2890741", "GSM2890742", "GSM2890743", "GSM2890744", "GSM2890745", "GSM2890746", "GSM2890747", "GSM2890748", "GSM2890749", "GSM2890750", "GSM2890751", "GSM2890752", "GSM2890753", "GSM2890754", "GSM2890755", "GSM2890756", "GSM2890757", "GSM2890758", "GSM2890759", "GSM2890760", "GSM2890761", "GSM2890762", "GSM2890763", "GSM2890764", "GSM2890765", "GSM2890766", "GSM2890767", "GSM2890768", "GSM2890769", "GSM2890770", "GSM2890771", "GSM2890772", "GSM2890773", "GSM2890774", "GSM2890775", "GSM2890776", "GSM2890777", "GSM2890778", "GSM2890779", "GSM2890780", "GSM2890781", "GSM2890782", "GSM2890783", "GSM2890784", "GSM2890785", "GSM2890786", "GSM2890787", "GSM2890788", "GSM2890789", "GSM2890790", "GSM2890791", "GSM2890792", "GSM2890793", "GSM2890794", "GSM2890795", "GSM2890796", "GSM2890797", "GSM2890798", "GSM2890799", "GSM2890800", "GSM2890801", "GSM2890802", "GSM2890803", "GSM2890804", "GSM2890805", "GSM2890806", "GSM2890807", "GSM2890808", "GSM2890809", "GSM2890810", "GSM2890811", "GSM2890812", "GSM2890813", "GSM2890814", "GSM2890815", "GSM2890816", "GSM2890817", "GSM2890818", "GSM2890819", "GSM2890820", "GSM2890821", "GSM2890822", "GSM2890823", "GSM2890824", "GSM2890825", "GSM2890826", "GSM2890827", "GSM2890828", "GSM2890829", "GSM2890830", "GSM2890831", "GSM2890832", "GSM2890833", "GSM2890834", "GSM2890835", "GSM2890836", "GSM2890837", "GSM2890838", "GSM2890839", "GSM2890840", "GSM2890841", "GSM2890842", "GSM2890843", "GSM2890844", "GSM2890845", "GSM2890846", "GSM2890847", "GSM2890848", "GSM2890849", "GSM2890850", "GSM2890851", "GSM2890852", "GSM2890853", "GSM2890854", "GSM2890855", "GSM2890856", "GSM2890857", "GSM2890858", "GSM2890859", "GSM2890860", "GSM2890861", "GSM2890862", "GSM2890863", "GSM2890864", "GSM2890865", "GSM2890866", "GSM2890867", "GSM2890868", "GSM2890869", "GSM2890870", "GSM2890871", "GSM2890872", "GSM2890873", "GSM2890874", "GSM2890875", "GSM2890876", "GSM2890877", "GSM2890878", "GSM2890879", "GSM2890880", "GSM2890881", "GSM2890882", "GSM2890883", "GSM2890884", "GSM2890885", "GSM2890886", "GSM2890887", "GSM2890888", "GSM2890889", "GSM2890890", "GSM2890891", "GSM2890892", "GSM2890893", "GSM2890894", "GSM2890895", "GSM2890896", "GSM2890897", "GSM2890898", "GSM2890899", "GSM2890900", "GSM2890901", "GSM2890902", "GSM2890903", "GSM2890904", "GSM2890905", "GSM2890906", "GSM2890907", "GSM2890908", "GSM2890909", "GSM2890910", "GSM2890911", "GSM2890912", "GSM2890913", "GSM2890914", "GSM2890915", "GSM2890916", "GSM2890917", "GSM2890918", "GSM2890919", "GSM2890920", "GSM2890921", "GSM2890922", "GSM2890923", "GSM2890924", "GSM2890925", "GSM2890926", "GSM2890927", "GSM2890928", "GSM2890929", "GSM2890930", "GSM2890931", "GSM2890932", "GSM2890933", "GSM2890934", "GSM2890935", "GSM2890936", "GSM2890937", "GSM2890938", "GSM2890939", "GSM2890940", "GSM2890941", "GSM2890942", "GSM2890943", "GSM2890944", "GSM2890945", "GSM2890946", "GSM2890947", "GSM2890948", "GSM2890949", "GSM2890950", "GSM2890951", "GSM2890952", "GSM2890953", "GSM2890954", "GSM2890955", "GSM2890956", "GSM2890957", "GSM2890958", "GSM2890959", "GSM2890960", "GSM2890961", "GSM2890962", "GSM2890963", "GSM2890964", "GSM2890965", "GSM2890966", "GSM2890967", "GSM2890968", "GSM2890969", "GSM2890970", "GSM2890971", "GSM2890972", "GSM2890973", "GSM2890974", "GSM2890975", "GSM2890976", "GSM2890977", "GSM2890978", "GSM2890979", "GSM2890980", "GSM2890981", "GSM2890982", "GSM2890983", "GSM2890984", "GSM2890985", "GSM2890986", "GSM2890987", "GSM2890988", "GSM2890989", "GSM2890990", "GSM2890991", "GSM2890992", "GSM2890993", "GSM2890994", "GSM2890995", "GSM2890996", "GSM2890997", "GSM2890998", "GSM2890999", "GSM2891000", "GSM2891001", "GSM2891002"], "sample_count": 405, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Ambient Pollution Related Reprogramming of the Human Small Airway Epithelial Transcriptome", "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:GSE5058", "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=GSE5058", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE5058", "version": null, "note": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM101095", "GSM101096", "GSM101097", "GSM101098", "GSM101099", "GSM101100", "GSM101101", "GSM101102", "GSM101103", "GSM101104", "GSM101105", "GSM101106", "GSM101107", "GSM101108", "GSM101109", "GSM101110", "GSM101111", "GSM101112", "GSM101113", "GSM101114", "GSM101115", "GSM101116", "GSM114089", "GSM114090", "GSM114091", "GSM114092", "GSM114093", "GSM114094", "GSM114095", "GSM114096", "GSM114097", "GSM114098", "GSM114099", "GSM114100", "GSM114101", "GSM114102", "GSM114103", "GSM114104", "GSM114105"], "sample_count": 39, "group_sizes": null, "group_sizes_basis": null, "platform": "570", "taxon": "Homo sapiens", "title": "Airway epithelium, small airways, normal non-smokers, phenotypic normal smokers, smokers with COPD and early COPD", "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:GSE108134 not downloaded", "asset:data:geo:GSE108134 licence not read", "asset:data:geo:GSE5058 not downloaded", "asset:data:geo:GSE5058 licence not read"]}, "analysis": {"state": "complete", "methods": [{"id": "method-1", "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": 1.0, "band": "verbatim", "quote": "Multiple group comparisons were analyzed using a one-way ANOVA."}}], "targets": [], "gaps": []}, "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": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: anova."}, "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": ["GSE108134", "GSE5058"], "resolved_accessions": ["GSE108134", "GSE5058"], "statements": ["The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request."], "basis": "The paper names GSE108134, GSE5058 in NCBI Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "assets": ["source:pmid:31477108", "data:geo:GSE108134"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE108134"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:16:15Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 3, "usage": {"prompt_tokens": 23574, "completion_tokens": 1495, "cached_tokens": 512}}, "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:31477108", "type": "paper", "label": "pmid:31477108"}, {"id": "source:pmid:31477108", "type": "manuscript", "label": "PMID 31477108 full text"}, {"id": "data:geo:GSE108134", "type": "dataset", "label": "GEO GSE108134"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:31477108", "type": "paper", "label": "pmid:31477108"}, {"id": "source:pmid:31477108", "type": "manuscript", "label": "PMID 31477108 full text"}, {"id": "data:geo:GSE108134", "type": "dataset", "label": "GEO GSE108134"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-31477108", "type": "extraction", "used": ["source:pmid:31477108"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE108134", "type": "accession_resolution", "used": ["data:geo:GSE108134"], "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:31477108", "parent_hash": "sha256:2d0da28e13c0bb476bc2057f8b2c881896e77c633b25822850609776aa605f61", "fork_of": null, "generation": 7}, "gaps": ["asset:data:geo:GSE108134 licence not read", "asset:data:geo:GSE108134 not downloaded", "asset:data:geo:GSE5058 licence not read", "asset:data:geo:GSE5058 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"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": ["pe (WT) C57BL/6 J mice and Lyn+/+ transgenic mice were exposed to CSE to establish CS-exposed model", "tant loss of E-cadherin was observed in both in vivo and in vitro studies. Meanwhile, cigarette s", "d. (Chongqing, China). Lyn+/+ TG mice and WT mice were maintained in a specific pathogen-free facil"], "order_basis": "paper_text_order:946", "id": "assay:1"}, {"role": "data_generation", "definition_id": "western_blot", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["levels of EMT markers were examined by using western blot and immunofluorescence. The expression and p", "described [22]. Genotyping was confirmed by western blotting. Wild type (WT) C57BL/6 J mice at 8 to 10 we", "P = 0.393). To validate the microarray data, western blot was applied. It also showed that the protein"], "order_basis": "paper_text_order:1128", "id": "assay:2"}, {"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": ["kers were examined by using western blot and immunofluorescence. The expression and phosphorylation levels o"], "order_basis": "paper_text_order:1145", "id": "assay:3"}, {"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": ["Wang [22]. Cell culture, viral infection and transfection Human Lyn cDNA was amplified and cloned into", "he vector expressing Lyn was constructed and transfected into human embryo kidney cells 293 T cells t", "ing 10% fetal bovine serum. 16HBE cells were transfected with recombinant lentivirus containing Lyn o", "anufacturer’s instructions. 16HBE cells were transfected with lentivirus at a multiplicity of infecti"], "order_basis": "paper_text_order:2843", "id": "assay:4"}, {"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["n of E-cadherin (P = 0.393). To validate the microarray data, western blot was applied. It also show"], "order_basis": "paper_text_order:5556", "id": "assay:5"}, {"role": "analysis", "definition_id": "group_comparison", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Multiple group comparisons were analyzed using a one-way ANOVA."], "order_basis": "consumes_earlier_output", "id": "assay:6"}]}