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pmid:32411179

PKMYT1 as a Potential Target to Improve the Radiosensitivity of Lung Adenocarcinoma.

Huan-Ping Long · Jia-Qing Liu · Yang-Yang Yu · Qiao Qiao · Guang Li

Frontiers in genetics · 2020 doi:10.3389/fgene.2020.00376

Paper

complete

Experiment

complete

Data

partial

Analysis

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Execution

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pmid:32411179
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2026-11-01T15:41:01Z
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paper object · 10 fields
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title
PKMYT1 as a Potential Target to Improve the Radiosensitivity of Lung Adenocarcinoma.
doi
10.3389/fgene.2020.00376
pmid
32411179
authors array · 5 items
[0]
Huan-Ping Long
[1]
Jia-Qing Liu
[2]
Yang-Yang Yu
[3]
Qiao Qiao
[4]
Guang Li
journal
Frontiers in genetics
year
2020
abstract
OBJECTIVE: This article is dedicated to finding important genes related to the prognosis of lung adenocarcinoma (LUAD), looking for a new gene that may affect tumor radiosensitivity, and conducting basic experiments to verify the relationship between this gene and the radiosensitivity of LUAD. METHODS: The gene expression profiles GSE32863, GSE33532, and GSE43458 were obtained from NCBI-GEO. GEO2R and a Venn diagram were used to identify upregulated genes. STRING and Cytoscape were applied to develop a protein-protein interaction network (PPI) and analyze the modules. The Database for Annotation, Visualization and Integrated Discovery (DAVID) was used to process the GO and KEGG pathway analysis. The Kaplan Meier plotter and Gene Expression Profiling Interactive Analysis (GEPIA) were applied to get the significant prognostic information and differential expression between LUAD tissues and normal lung tissues. Western blotting and Q-PCR were used to detect the expression of PKMYT1 in tissues. Small interfering RNAs (siRNAs) were used to knockdown PKMYT1. The colony survival experiment was used to assess the effect of PMYT1 on the radiosensitivity of tumor cells. Cell cycle analysis was used to assess cell cycle distribution. RESULTS: We identified 14 genes (PKMYT1, TTK, CHEK1, CDC20, PTTG1, MCM2, CDC25C, MCM4, CCNB1, CDC45, MAD2L1, CCNB2, BUB1, and CCNA2) that are important for LUAD and may be potential therapeutic targets. We confirmed that PKMYT1 is highly expressed in LUAD and firstly demonstrated that artificially silencing the expression of PKMYT1 can abrogate IR-induced G2/M phase arrest and increase the sensitivity of cancer cells to radiation. CONCLUSION: In summary, we obtained 14 core genes related to the poor prognosis of LUAD via bioinformatical analysis. We identified that PKMYT1 was significantly upregulated in LUAD tissues and firstly demonstrated that knockdown of PKMYT1 can eliminate the radiation-induced G2/M arrest, resulting in a lower survival rate for cells receiving radiation therapy. Our findings suggested that PKMYT1 is a promising target to improve the radiosensitivity of LUAD.
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Kaplan Meier plotter was used to analyze the overall survival (OS) of 72 hub genes.
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The datasets generated for this study can be found in the data is available at NCBI GEO under accession numbers GSE33532, GSE32863, and GSE43458.
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Gene ontology analysis of 324 genes.
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Gene ontology analysis of 324 genes.
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[9] array · 6 items
[0]
[1]
GO:0032133~chromosome passenger complex
[2]
4
[3]
0.007668859
[4]
6.78E-05
[5]
0.086752849
[10] array · 6 items
[0]
GOTERM_MF_DIRECT
[1]
GO:0005524~ATP binding
[2]
44
[3]
0.084357446
[4]
5.39E-06
[5]
0.007214573
[11] array · 6 items
[0]
[1]
GO:0003777~microtubule motor activity
[2]
7
[3]
0.013420503
[4]
6.96E-04
[5]
0.927666683
[12] array · 6 items
[0]
[1]
GO:0046923~ER retention sequence binding
[2]
3
[3]
0.005751644
[4]
0.00101958
[5]
1.355274839
[13] array · 6 items
[0]
KEGG_PATHWAY
[1]
cfa04110:Cell cycle
[2]
17
[3]
0.032592649
[4]
2.86E-09
[5]
3.49E-06
[14] array · 6 items
[0]
[1]
cfa01230:Biosynthesis of amino acids
[2]
11
[3]
0.021089361
[4]
1.68E-06
[5]
0.002040968
[15] array · 6 items
[0]
[1]
cfa00051:Fructose and mannose metabolism
[2]
6
[3]
0.011503288
[4]
3.68E-04
[5]
0.446985975
locator
section[14]/table-wrap[1]#T1
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asset:table:pmid:32411179:2
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table
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jats-table
media_type
application/vnd.jats.table+json
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null
sha256
sha256:64fb6d44e5fc2b4321c525ed4bb0da864a0729a6386cc6b5c77ef70316491fb2
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access
open
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verified
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read_table
reader_status
available
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section[16]/table-wrap[1]#T2
version
null
note
The overall survival analysis of the 72 hub genes.
structure object · 5 fields
pmcid
PMC7201004
section_index
16
section_title
Identification of Core Genes
row_count
3
column_count
2
table object · 8 fields
label
TABLE 2
caption
The overall survival analysis of the 72 hub genes.
rows array · 3 items
[0] array · 2 items
[0]
Categories
[1]
Genes names
[1] array · 2 items
[0]
Genes with significantly poor OS (P < 0.05)
[1]
MAD2L1 PKMYT1 KIF2C TTK CCNA2 BUB1 KIF20A CKAP2L BIRC5 CCNB2 EXO1 CDCA3 CDKN3 CDC20 OIP5 HJURP KIF14 MCM2 MCM10 PRC1 MELK KIF15 NCAPG PTTG1 TK1 KIF4A UBE2C FOXM1 AURKA KIFC1 CEP55 CDC25C TYMS ASF1B KIAA0101 EZH2 CENPF DLGAP5 CHEK1 CDCA5 ZWINT ANLN POLQ CDC45 GINS2 TIMELESS SHCBP1 RFC4 NEK2 AURKB UBE2T CCNB1 TPX2 MCM4 TOP2A PBK ASPM CDCA8
[2] array · 2 items
[0]
Genes without significantly poor OS (P > 0.05)
[1]
KNTC1 HMMR RAD51 POLE2 ECT2 RAD51AP1 STIL ATAD2 PLK4 CDK1 KIF11 MCM6 CDCA7 CKS1B
locator
section[16]/table-wrap[1]#T2
[6] object · 16 fields
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asset:table:pmid:32411179:3
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jats-table
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application/vnd.jats.table+json
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sha256:e980342a7a1c972e20df2205f39fe175a182003d1cf0a7cacb4811abc2a36bb5
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read_table
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section[16]/table-wrap[2]#T3
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Differential expression of 53 genes between LUAD and normal lung tissues.
structure object · 5 fields
pmcid
PMC7201004
section_index
16
section_title
Identification of Core Genes
row_count
3
column_count
2
table object · 8 fields
label
TABLE 3
caption
Differential expression of 53 genes between LUAD and normal lung tissues.
rows array · 3 items
[0] array · 2 items
[0]
Categories
[1]
Genes names
[1] array · 2 items
[0]
Genes with significantly high expression in LUAD (P < 0.05)
[1]
MAD2L1 PKMYT1 KIF2C TTK CCNA2 BUB1 KIF20A CKAP2L BIRC5 CCNB2 EXO1 CDCA3 CDKN3 CDC20 OIP5 HJURP MCM2 MCM10 PRC1 MELK KIF15 NCAPG PTTG1 TK1 KIF4A UBE2C FOXM1 AURKA KIFC1 CEP55 CDC25C TYMS ASF1B KIAA0101 CENPF DLGAP5 CHEK1 CDCA5 ZWINT ANLN CDC45 GINS2 SHCBP1 NEK2 AURKB UBE2T CCNB1 TPX2 MCM4 TOP2A PBK ASPM CDCA8
[2] array · 2 items
[0]
Genes without significantly high expression in LUAD (P < 0.05)
[1]
KIF14 EZH2 POLQ TIMELESS RFC4
locator
section[16]/table-wrap[2]#T3
[7] object · 16 fields
id
asset:table:pmid:32411179:4
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jats-table
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application/vnd.jats.table+json
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sha256:0a301d03f686305acf148292a98896b49cd6bd4f3ae916e6b4c522ba9bdfcfc2
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read_table
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section[17]/table-wrap[1]#T4
version
null
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KEGG pathway enrichment analysis of 53 genes.
structure object · 5 fields
pmcid
PMC7201004
section_index
17
section_title
KEGG Pathway Analysis
row_count
4
column_count
5
table object · 8 fields
label
TABLE 4
caption
KEGG pathway enrichment analysis of 53 genes.
rows array · 4 items
[0] array · 5 items
[0]
Term
[1]
Count
[2]
%
[3]
p-value
[4]
genes
[1] array · 5 items
[0]
cfa04110:Cell cycle
[1]
14
[2]
0.15171218
[3]
2.29E-18
[4]
PKMYT1, TTK, CHEK1, CDC20, PTTG1, MCM2, CDC25C, MCM4, CCNB1, CDC45, MAD2L1, CCNB2, BUB1, CCNA2
[2] array · 5 items
[0]
cfa04114:Oocyte meiosis
[1]
8
[2]
0.086692674
[3]
2.13E-08
[4]
CCNB2, MAD2L1, BUB1, PKMYT1, CDC20, AURKA, PTTG1, CDC25C
[3] array · 5 items
[0]
cfa04914: Progesterone-mediated oocyte maturation
[1]
7
[2]
0.07585609
[3]
1.67E-07
[4]
CCNB1, CCNB2, MAD2L1, BUB1, PKMYT1, CDC25C, CCNA2
locator
section[17]/table-wrap[1]#T4
gaps array · 6 items
[0]
asset:data:geo:GSE32863 not downloaded
[1]
asset:data:geo:GSE32863 licence not read
[2]
asset:data:geo:GSE33532 not downloaded
[3]
asset:data:geo:GSE33532 licence not read
[4]
asset:data:geo:GSE43458 not downloaded
[5]
asset:data:geo:GSE43458 licence not read
analysis object · 4 fields
state
partial
methods array · 4 items
[0] object · 10 fields
id
method-1
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group_comparison
specific
anova
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Group comparison
dsl_operations array · 4 items
[0]
group_summary
[1]
welch_t
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bootstrap_mean_difference
[3]
group_comparison_anova
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
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two_or_more_groups_continuous
evidence object · 3 fields
score
0.8
band
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quote
ANOVA
[1] object · 10 fields
id
method-2
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survival_analysis
specific
kaplan_meier
label
Survival analysis
dsl_operations array · 1 item
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survival_km
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
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time_to_event_with_censoring
evidence object · 3 fields
score
0.7
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Kaplan Meier
[2] object · 10 fields
id
method-3
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network_analysis
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ppi_network
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Network / pathway analysis
dsl_operations array · 3 items
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build_graph
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centrality_scores
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pathway_enrich
missing_operations array · 0 items
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data_shapes array · 1 item
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edge_list
evidence object · 3 fields
score
0.7
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protein-protein interaction
[3] object · 10 fields
id
method-4
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null
specific
null
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Kaplan–Meier survival analysis
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
evidence object · 3 fields
score
1
band
verbatim
quote
Kaplan Meier plotter was used to analyze the overall survival (OS) of 72 hub genes.
targets array · 0 items
gaps array · 1 item
[0]
method.reader_named_unmapped
capability object · 3 fields
state
complete
requirements array · 1 item
[0] object · 6 fields
capability_id
capability:computational_analysis
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assay_families array · 9 items
[0]
meta_analysis
[1]
machine_learning
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survival_analysis
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statistical_regression
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pca
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molecular_docking
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network_analysis
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differential_expression
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gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
state
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tier
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blocked_on
nothing:replicable_now
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method object · 5 fields
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expressible
true
required_operations array · 4 items
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group_summary
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welch_t
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bootstrap_mean_difference
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group_comparison_anova
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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
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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]
GSE32863
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GSE33532
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GSE43458
resolved_accessions array · 3 items
[0]
GSE32863
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GSE33532
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GSE43458
statements array · 1 item
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The datasets generated for this study can be found in the data is available at NCBI GEO under accession numbers GSE33532, GSE32863, and GSE43458.
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The paper names GSE32863, GSE33532, GSE43458 in NCBI 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
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group_summary
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welch_t
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source:pmid:32411179
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asset:table:pmid:32411179:1
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asset:table:pmid:32411179:2
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asset:table:pmid:32411179:3
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asset:table:pmid:32411179:4
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run_analysis
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data:geo:GSE32863
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review object · 5 fields
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partial
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extraction_review
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MiniMax-M3.1-Flash
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minimax
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minimax
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2026-10-31T18:19:44Z
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single_reader
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review.human_critique
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not_run
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execution.not_run
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source:pmid:32411179
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pmid:32411179
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PMID 32411179 full text
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GEO GSE32863
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agent:corpus-assay-engine
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[5]
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data_generation
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etween LUAD tissues and normal lung tissues. Western blotting and Q-PCR were used to detect the expression
[1]
compared to matched normal lung tissues via western blotting. Figure 5B shows that the mRNA levels of PKM
[2]
ir matched normal tissues were determined by western blotting. (B) Relative PKMYT1 mRNA levels in 33 pairs
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Small interfering RNAs (siRNAs) were used to knockdown PKMYT1. The colony survival experiment was u
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n LUAD tissues and firstly demonstrated that knockdown of PKMYT1 can eliminate the radiation-induce
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ls and Methods Cell Culture LUAD cell lines: A549, H299, H1975, H1650, and H441 were cultured
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:32411179", "kind": "science-record", "revision": 7, "content_hash": "sha256:9f809c2d074746707b5df7334025c5a6b412ad5f0f54a431e6e26fb95c35c0d2", "created_at": "2026-11-01T15:41:01Z", "updated_at": "2026-11-01T22:01:38Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "PKMYT1 as a Potential Target to Improve the Radiosensitivity of Lung Adenocarcinoma.", "doi": "10.3389/fgene.2020.00376", "pmid": "32411179", "authors": ["Huan-Ping Long", "Jia-Qing Liu", "Yang-Yang Yu", "Qiao Qiao", "Guang Li"], "journal": "Frontiers in genetics", "year": 2020, "abstract": "OBJECTIVE: This article is dedicated to finding important genes related to the prognosis of lung adenocarcinoma (LUAD), looking for a new gene that may affect tumor radiosensitivity, and conducting basic experiments to verify the relationship between this gene and the radiosensitivity of LUAD.\nMETHODS: The gene expression profiles GSE32863, GSE33532, and GSE43458 were obtained from NCBI-GEO. GEO2R and a Venn diagram were used to identify upregulated genes. STRING and Cytoscape were applied to develop a protein-protein interaction network (PPI) and analyze the modules. The Database for Annotation, Visualization and Integrated Discovery (DAVID) was used to process the GO and KEGG pathway analysis. The Kaplan Meier plotter and Gene Expression Profiling Interactive Analysis (GEPIA) were applied to get the significant prognostic information and differential expression between LUAD tissues and normal lung tissues. Western blotting and Q-PCR were used to detect the expression of PKMYT1 in tissues. Small interfering RNAs (siRNAs) were used to knockdown PKMYT1. The colony survival experiment was used to assess the effect of PMYT1 on the radiosensitivity of tumor cells. Cell cycle analysis was used to assess cell cycle distribution.\nRESULTS: We identified 14 genes (PKMYT1, TTK, CHEK1, CDC20, PTTG1, MCM2, CDC25C, MCM4, CCNB1, CDC45, MAD2L1, CCNB2, BUB1, and CCNA2) that are important for LUAD and may be potential therapeutic targets. We confirmed that PKMYT1 is highly expressed in LUAD and firstly demonstrated that artificially silencing the expression of PKMYT1 can abrogate IR-induced G2/M phase arrest and increase the sensitivity of cancer cells to radiation.\nCONCLUSION: In summary, we obtained 14 core genes related to the poor prognosis of LUAD via bioinformatical analysis. We identified that PKMYT1 was significantly upregulated in LUAD tissues and firstly demonstrated that knockdown of PKMYT1 can eliminate the radiation-induced G2/M arrest, resulting in a lower survival rate for cells receiving radiation therapy. Our findings suggested that PKMYT1 is a promising target to improve the radiosensitivity of LUAD.", "claims": [{"id": "claim-method", "statement": "Kaplan Meier plotter was used to analyze the overall survival (OS) of 72 hub genes.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32411179", "locator": "sections[16] \"Identification of Core Genes\" paragraph 2", "quote": "Kaplan Meier plotter was used to analyze the overall survival (OS) of 72 hub genes."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets generated for this study can be found in the data is available at NCBI GEO under accession numbers GSE33532, GSE32863, and GSE43458.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:32411179", "locator": "sections[24] \"Data Availability Statement\" paragraph 2", "quote": "The datasets generated for this study can be found in the data is available at NCBI GEO under accession numbers GSE33532, GSE32863, and GSE43458."}], "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:32411179"], "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. 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