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pmid:33869273

Quantitative Proteomic Analysis in Alveolar Type II Cells Reveals the Different Capacities of RAS and TGF-β to Induce Epithelial-Mesenchymal Transition.

Yilu Zhou · Charlotte Hill · Liudi Yao · Juanjuan Li · David Hancock · Julian Downward · Mark G Jones · Donna E Davies · Rob M Ewing · Paul Skipp · Yihua Wang

Frontiers in molecular biosciences · 2021 doi:10.3389/fmolb.2021.595712

Paper

complete

Experiment

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Data

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Analysis

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Execution

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
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pmid:33869273
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title
Quantitative Proteomic Analysis in Alveolar Type II Cells Reveals the Different Capacities of RAS and TGF-β to Induce Epithelial-Mesenchymal Transition.
doi
10.3389/fmolb.2021.595712
pmid
33869273
authors array · 11 items
[0]
Yilu Zhou
[1]
Charlotte Hill
[2]
Liudi Yao
[3]
Juanjuan Li
[4]
David Hancock
[5]
Julian Downward
[6]
Mark G Jones
[7]
Donna E Davies
[8]
Rob M Ewing
[9]
Paul Skipp
[10]
Yihua Wang
journal
Frontiers in molecular biosciences
year
2021
abstract
Alveolar type II (ATII) epithelial cells function as stem cells, contributing to alveolar renewal, repair and cancer. Therefore, they are a highly relevant model for studying a number of lung diseases, including acute injury, fibrosis and cancer, in which signals transduced by RAS and transforming growth factor (TGF)-β play critical roles. To identify downstream molecular events following RAS and/or TGF-β activation, we performed proteomic analysis using a quantitative label-free approach (LC-HDMSE) to provide in-depth proteome coverage and estimates of protein concentration in absolute amounts. Data are available via ProteomeXchange with identifier PXD023720. We chose ATIIER:KRASV12 as an experimental cell line in which RAS is activated by adding 4-hydroxytamoxifen (4-OHT). Proteomic analysis of ATII cells treated with 4-OHT or TGF-β demonstrated that RAS activation induces an epithelial-mesenchymal transition (EMT) signature. In contrast, under the same conditions, activation of TGF-β signaling alone only induces a partial EMT. EMT is a dynamic and reversible biological process by which epithelial cells lose their cell polarity and down-regulate cadherin-mediated cell-cell adhesion to gain migratory properties, and is involved in embryonic development, wound healing, fibrosis and cancer metastasis. Thus, these results could help to focus research on the identification of processes that are potentially driving EMT-related human disease.
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The limma package (v. 3_34.2) was utilized to detect differentially expressed proteins (DEPs) (Ritchie et al., 2015).
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sections[7] "Proteomic Sample Normalization and Imputation" paragraph 4
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The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE (Perez-Riverol et al., 2019) partner repository with the dataset identifier PXD023720.
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Quantitative Proteomic Analysis in Alveolar Type II Cells Reveals the Different Capacities of RAS and TGF-β to Induce Epithelial–Mesenchymal Transition
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Hallmark pathways identified using Metascape (Metascape.com) for differentially expressed proteins between control and RAS-activated ATIIER:KRASV12 cells.
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RAS-Activation in Alveolar Type II Cells Induces Epithelial–Mesenchymal Transition
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TABLE 1
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Hallmark pathways identified using Metascape (Metascape.com) for differentially expressed proteins between control and RAS-activated ATIIER:KRASV12 cells.
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Log (q Value)
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12/200
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Hallmark IL2 STAT5 signaling
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[4]
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Hallmark myogenesis
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−3.160
[2]
ACTN3, DES, NQO1, ENO3, MYH2, MYH9, TPM2, TPM3
[3]
8/200
[4]
Q08043, P17661, P15559, P13929, Q9UKX2, P35579, P07951, P06753
[5] array · 5 items
[0]
Hallmark MTORC1 signaling
[1]
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[2]
CANX, DHCR7, ETF1, PNP, PGK1, PSMB5, RRM2, STIP1
[3]
8/200
[4]
P27824, Q9UBM7, P62495, P00491, P00558, P28074,P31350, P31948
[6] array · 5 items
[0]
Hallmark androgen response
[1]
−3.949
[2]
ACTN1, XRCC6, ITGAV, TPD52, AKAP12, NDRG1, ADRM1
[3]
7/101
[4]
P12814,P12956,P06756,P55327,Q02952,Q92597,Q16186
[7] array · 5 items
[0]
Hallmark hypoxia
[1]
−2.510
[2]
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[3]
7/200
[4]
P13929,P35579,P00558,P21980,P55327,Q02952,Q92597
[8] array · 5 items
[0]
Hallmark mitotic spindle
[1]
−2.510
[2]
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[3]
7/200
[4]
O75369, P29966, P35579, Q14980, P30622, Q16658, Q9NQW6
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[0]
Hallmark oxidative phosphorylation
[1]
−2.510
[2]
DLST, ETFB, IDH3A, NDUFV2, PMPCA, TOMM22, GRPEL1
[3]
7/200
[4]
P36957, P38117, P50213, P19404, Q10713, Q9NS69, Q9HAV7
[10] array · 5 items
[0]
Hallmark G2M checkpoint
[1]
−1.897
[2]
DR1, KPNB1, MARCKS, MCM5, NUMA1, SYNCRIP
[3]
6/200
[4]
Q01658, Q14974, P29966, P33992, Q14980, O60506
[11] array · 5 items
[0]
Hallmark DNA repair
[1]
−1.791
[2]
PNP, POLR2H, EDF1, ADRM1, AK3
[3]
5/150
[4]
P00491, P52434, O60869, Q16186, Q9UIJ7
[12] array · 5 items
[0]
Hallmark UV response up
[1]
−1.766
[2]
CDC5L, DNAJA1, POLR2H, STIP1, GRPEL1
[3]
5/158
[4]
Q99459, P31689, P52434, P31948, Q9HAV7
[13] array · 5 items
[0]
Hallmark interferon alpha response
[1]
−5.900
[2]
ADAR, CD47, TRIM25, IFITM2
[3]
4/97
[4]
P55265, Q08722, Q14258, Q01629
[14] array · 5 items
[0]
Hallmark reactive oxygen species pathway
[1]
−4.809
[2]
NQO1, TXN, OXSR1
[3]
3/49
[4]
P15559, P10599, O95747
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Hallmark pathways identified using Metascape (Metascape.com) for differentially expressed proteins between control and TGF-β-treated ATIIER:KRASV12 cells.
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Transforming Growth Factor-β Does Not Induce a Hallmark Epithelial–Mesenchymal Transition in Proteomics Pathway Analysis
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TABLE 2
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Hallmark pathways identified using Metascape (Metascape.com) for differentially expressed proteins between control and TGF-β-treated ATIIER:KRASV12 cells.
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Log (q Value)
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UniProt ID
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Hallmark protein secretion
[1]
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[2]
KRT18, TPD52, STX7
[3]
3/96
[4]
P05783, P55327, O15400
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[2]
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[3]
3/97
[4]
Q08722, Q14258, Q01629
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Hallmark androgen response
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[2]
ACTN1, ITGAV, TPD52, RRP12
[3]
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[4]
P12814, P06756, P55327, Q5JTH9
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Hallmark hypoxia
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−2.115
[2]
ENO3, MYH9, PGK1, TGFBI,T PD52
[3]
5/200
[4]
P13929, P35579, P00558, Q15582, P55327
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[0]
Hallmark apical junction
[1]
−2.115
[2]
ACTB, ACTN1, DLG1, MYH9, TGFBI
[3]
5/200
[4]
P60709, P12814, Q12959, P35579, Q15582
[6] array · 5 items
[0]
Hallmark glycolysis
[1]
−2.115
[2]
PGK1, PKM, PYGB, TGFBI, TXN
[3]
5/200
[4]
P00558, P14618, P11216, Q15582, P10599
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[0]
Hallmark DNA repair
[1]
−1.763
[2]
POLR2H, RALA, ALYREF, SF3A3
[3]
4/150
[4]
P52434, P11233, Q86V81, Q12874
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[0]
Hallmark myc targets v1
[1]
−1.475
[2]
EEF1B2, KPNB1, PGK1, SYNCRIP
[3]
4/150
[4]
P24534, Q14974, P00558, O60506
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[0]
Hallmark epithelial-mesenchymal transition
[1]
−0.916
[2]
THBS1,ITGAV, TGFBI
[3]
3/200
[4]
P07996, P06756, Q15582
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Hallmark pathways identified using Metascape (Metascape.com) for differentially expressed proteins between control and TGF-β-treated RAS-activated ATIIER:KRASV12 cells.
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RAS-Activation Dominates Over Transforming Growth Factor-β in Driving Epithelial–Mesenchymal Transition in Alveolar Type II Cells
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TABLE 3
caption
Hallmark pathways identified using Metascape (Metascape.com) for differentially expressed proteins between control and TGF-β-treated RAS-activated ATIIER:KRASV12 cells.
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[0]
Hallmark pathways
[1]
Log (q Value)
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[3]
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[4]
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[0]
Hallmark IL2 STAT5 signaling
[1]
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[2]
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[0]
Hallmark mitotic spindle
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[3]
8/200
[4]
O75369, P52732, P20700, P29966, Q14980, Q16658, Q01082, O14777
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[0]
Hallmark androgen response
[1]
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[2]
CDK6, XRCC6, H1F0, ITGAV, AKAP12, NDRG1
[3]
6/101
[4]
Q00534, P12956, P07305, P06756, Q02952, Q92597
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Hallmark G2M checkpoint
[1]
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[2]
KIF11, LMNB1, MARCKS, NUMA1, NDC80, TACC3
[3]
6/200
[4]
P52732, P20700, P29966, Q14980, O14777, Q9Y6A5
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Hallmark hypoxia
[1]
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[2]
ENO3, PFKP, TGM2, AKAP12, NDRG1, CAVIN1
[3]
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[4]
P13929, Q01813, P21980, Q02952, Q92597,Q6NZI2
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[0]
Hallmark MTORC1 signaling
[1]
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[2]
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[3]
6/200
[4]
P27824, O75874, P00491, O00232, P62820, P31350
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[0]
Hallmark interferon alpha response
[1]
−10.327
[2]
CD47, IFI35, IFIT3, IFITM2, NUB1
[3]
5/97
[4]
Q08722, P80217, O14879, Q01629, Q9Y5A7
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[0]
Hallmark epithelial- mesenchymal transition
[1]
−1.932
[2]
ITGA5, ITGAV, TGM2, TPM1, BASP1
[3]
5/200
[4]
P08648, P06756, P21980, P09493, P80723
[9] array · 5 items
[0]
Hallmark estrogen response early
[1]
−1.932
[2]
Flnb, KRT15,PODXL, TGM2, MYOF
[3]
5/200
[4]
O75369, P19012, O00592, P21980, Q9NZM1
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[0]
Hallmark E2F targets
[1]
−1.932
[2]
XRCC6, LMNB1, NME1, RRM2, TACC3
[3]
5/200
[4]
P12956, P20700, P15531, P31350, Q9Y6A5
[11] array · 5 items
[0]
Hallmark myc targets v1
[1]
−1.932
[2]
CANX, EEF1B2, XRCC6, NME1, NPM1
[3]
5/200
[4]
P27824, P24534, P12956, P15531, P06748
[12] array · 5 items
[0]
Hallmark allograft rejection
[1]
−1.932
[2]
CD47, EIF5A, HLA-A, NME1, NPM1
[3]
5/200
[4]
Q08722, P63241, P01891, P15531, P06748
[13] array · 5 items
[0]
Hallmark DNA repair
[1]
−1.652
[2]
NME1, PNP, POLR2H, RALA
[3]
4/150
[4]
P15531, P00491, P52434, P11233
[14] array · 5 items
[0]
Hallmark UV response up
[1]
−1.601
[2]
DNAJA1, POLR2H, RRAD, GRPEL1
[3]
4/158
[4]
P31689, P52434, P55042, Q9HAV7
[15] array · 5 items
[0]
Hallmark interferon gamma response
[1]
−4.036
[2]
IFI35, IFIT3, IFITM2
[3]
3/200
[4]
P80217, O14879, Q01629
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basis
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Therefore, they are a highly relevant model for studying a number of lung diseases, including acute injury, fibrosis and cancer, in which signals transduced by RAS and transforming growth factor (TGF)-β play critical roles. To identify downstream molecular events following RAS and/or TGF-β activation, we performed proteomic analysis using a quantitative label-free approach (LC-HDMSE) to provide in-depth proteome coverage and estimates of protein concentration in absolute amounts. Data are available via ProteomeXchange with identifier PXD023720. We chose ATIIER:KRASV12 as an experimental cell line in which RAS is activated by adding 4-hydroxytamoxifen (4-OHT). Proteomic analysis of ATII cells treated with 4-OHT or TGF-β demonstrated that RAS activation induces an epithelial-mesenchymal transition (EMT) signature. In contrast, under the same conditions, activation of TGF-β signaling alone only induces a partial EMT. EMT is a dynamic and reversible biological process by which epithelial cells lose their cell polarity and down-regulate cadherin-mediated cell-cell adhesion to gain migratory properties, and is involved in embryonic development, wound healing, fibrosis and cancer metastasis. 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