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pmid:33457239

Bioinformatic gene analysis for possible biomarkers and therapeutic targets of hypertension-related renal cell carcinoma.

Wenjie Huang · Ke Wu · Ruoyu Wu · Zhiguo Chen · Wei Zhai · Junhua Zheng

Translational andrology and urology · 2020 doi:10.21037/tau-20-817

Paper

complete

Experiment

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Data

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pmid:33457239
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title
Bioinformatic gene analysis for possible biomarkers and therapeutic targets of hypertension-related renal cell carcinoma.
doi
10.21037/tau-20-817
pmid
33457239
authors array · 6 items
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Wenjie Huang
[1]
Ke Wu
[2]
Ruoyu Wu
[3]
Zhiguo Chen
[4]
Wei Zhai
[5]
Junhua Zheng
journal
Translational andrology and urology
year
2020
abstract
BACKGROUND: Renal cell carcinoma (RCC) is one of the most prevalent malignant tumors of the urinary system. Hypertension can cause hypertensive nephropathy (HN). Meanwhile, Hypertension is considered to be related to kidney cancer. We analyzed co-expressed genes to find out the relationship between hypertension and RCC and show possible biomarkers and novel therapeutic targets of hypertension-related RCC. METHODS: We identified the differentially expressed genes (DEGs) of HN and RCC through analyzing Gene Expression Omnibus (GEO) datasets GSE99339, GSE99325, GSE53757 and GSE15641 by means of bioinformatics analysis, respectively. Then we evaluated these genes with protein-protein interaction (PPI) networks, Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and CTD database. Subsequently, we verified co-expressed DEGs with Gene Expression Profiling Interactive Analysis (GEPIA) database. Finally, corresponding predicted miRNAs of co-expressed DEGs were identified and verified via mirDIP database and Starbase, respectively. RESULTS: We identified 9 co-expressed DEGs, including BCAT1, CORO1A, CRIP1, ESRRG, FN1, LYZ, PYCARD, SAP30, and PTRF. CRIP1 and ESRRG and their corresponding predicted miRNAs, especially hsa-miR-221-5p, hsa-miR-205-5p, hsa-miR-152-3p and hsa-miR-137 may be notably related to hypertension-related RCC. CONCLUSIONS: CRIP1 and ESRRG genes have great potential to become novel biomarkers and therapeutic targets concerning hypertension-related RCC.
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Student’s t-test was performed for comparisons between two groups, whereas ANOVA was performed for repeated measures.
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The expression profiling arrays of GSE99339 were generated applying GPL19109 [HG-U133_Plus_2] Affymetrix Human Genome U133 Plus 2.0 Array [CDF: Brainarray HGU133Plus2_Hs_ENTREZG_v18], including 15 Hypertensive Nephropathy specimens and 14 Tumor Nephrectomy specimens.
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GSM2641327
sample_count
175
group_sizes
null
group_sizes_basis
null
platform
19109;19184
taxon
Homo sapiens
title
Transcriptome-based network analysis reveals renal cell type-specific dysregulation of hypoxia-associated transcripts [Tub-FE]
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
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[4] object · 15 fields
id
data:geo:GSE99339
role
raw
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geo-series
media_type
application/vnd.ncbi.geo-series+json
uri
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE99339
sha256
null
bytes
null
access
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resolved
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null
reader_status
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version
null
note
The expression profiling arrays of GSE99339 were generated applying GPL19109 [HG-U133_Plus_2] Affymetrix Human Genome U133 Plus 2.0 Array [CDF: Brainarray HGU133Plus2_Hs_ENTREZG_v18], including 15 Hypertensive Nephropathy specimens and 14 Tumor Nephrectomy specimens.
structure object · 15 fields
repository
GEO
access_route
GEO accession URL
access_statement_verbatim
The expression profiling arrays of GSE99339 were generated applying GPL19109 [HG-U133_Plus_2] Affymetrix Human Genome U133 Plus 2.0 Array [CDF: Brainarray HGU133Plus2_Hs_ENTREZG_v18], including 15 Hypertensive Nephropathy specimens and 14 Tumor Nephrectomy specimens.
access_statement_kind
repository_route_statement
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sample_count
187
group_sizes
null
group_sizes_basis
null
platform
19109;19184
taxon
Homo sapiens
title
Transcriptome-based network analysis reveals renal cell type-specific dysregulation of hypoxia-associated transcripts [glomeruli]
resolution_checked_at
2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
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gaps array · 8 items
[0]
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[1]
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[2]
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[4]
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[5]
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[6]
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[7]
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analysis object · 4 fields
state
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[0] object · 10 fields
id
method-1
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group_comparison
specific
anova
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[0]
group_summary
[1]
welch_t
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data_shapes array · 1 item
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evidence object · 3 fields
score
0.8
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ANOVA
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id
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survival_analysis
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[0]
logrank_test
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time_to_event_with_censoring
evidence object · 3 fields
score
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id
method-3
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differential_expression
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limma_voom
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Differential expression analysis
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[0]
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count_matrix_with_condition
evidence object · 3 fields
score
0.8
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limma
[3] object · 10 fields
id
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correlation_analysis
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pearson
label
Correlation analysis
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[0]
pearson_r
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parameters object · 0 fields
data_shapes array · 1 item
[0]
paired_numeric_columns
evidence object · 3 fields
score
0.8
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Pearson correlation
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id
method-5
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network_analysis
specific
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label
Network / pathway analysis
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[0]
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[1]
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missing_operations array · 0 items
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evidence object · 3 fields
score
0.7
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protein-protein interaction
[5] object · 10 fields
id
method-6
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contingency_analysis
specific
chi_square
label
Categorical (contingency table) analysis
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[0]
chi_square_test
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[0]
categorical_cross_tabulation
evidence object · 3 fields
score
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[6] object · 10 fields
id
method-7
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null
specific
null
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Student’s t-test
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missing_operations array · 0 items
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evidence object · 3 fields
score
1
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Student’s t-test was performed for comparisons between two groups, whereas ANOVA was performed for repeated measures.
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gaps array · 1 item
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method.reader_named_unmapped
capability object · 3 fields
state
complete
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[0] object · 6 fields
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capability:computational_analysis
label
Computational analysis platform
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meta_analysis
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gwas
candidate
Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
state
complete
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nothing:replicable_now
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basis
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capability object · 4 fields
tier
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capability:computational_analysis
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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
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true
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[0]
GSE99339
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GSE53757
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GSE15641
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[0]
GSE99339
[1]
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GSE15641
statements array · 1 item
[0]
The expression profiling arrays of GSE99339 were generated applying GPL19109 [HG-U133_Plus_2] Affymetrix Human Genome U133 Plus 2.0 Array [CDF: Brainarray HGU133Plus2_Hs_ENTREZG_v18], including 15 Hypertensive Nephropathy specimens and 14 Tumor Nephrectomy specimens.
basis
The paper names GSE99339, GSE99325, GSE53757, GSE15641 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
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source:pmid:33457239
[1]
data:geo:GSE15641
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[0]
run_analysis
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readers array · 0 items
capabilities array · 0 items
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[0]
data:geo:GSE15641
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
2026-10-31T18:26:12Z
independence
single_reader
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method
verbatim
availability
null
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3
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1767
cached_tokens
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[0] object · 4 fields
id
extraction
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complete
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minimax
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pmid:33457239
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paper
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pmid:33457239
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source:pmid:33457239
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manuscript
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PMID 33457239 full text
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id
data:geo:GSE15641
type
dataset
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GEO GSE15641
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[0] object · 4 fields
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activity-reading-sci-2026-11-01
type
classification
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type
paper
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pmid:33457239
[1] object · 3 fields
id
source:pmid:33457239
type
manuscript
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PMID 33457239 full text
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id
data:geo:GSE15641
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dataset
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GEO GSE15641
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agent:corpus-assay-engine
[1] object · 4 fields
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extraction
used array · 1 item
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agent:minimax-reader
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activity-resolve-GSE15641
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accession_resolution
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agent:corpus-assay-engine
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agent:corpus-assay-engine
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agent:minimax-reader
type
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dsl_catalogue_fingerprint
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capability_table_fingerprint
2cb3e42f047d2ecf
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lineage object · 4 fields
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pmid:33457239
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asset:data:geo:GSE15641 licence not read
[1]
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[3]
asset:data:geo:GSE53757 not downloaded
[4]
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[5]
asset:data:geo:GSE99325 not downloaded
[6]
asset:data:geo:GSE99339 licence not read
[7]
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[8]
execution.not_run
[9]
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[10]
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[11]
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[0] object · 11 fields
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analysis
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group_comparison
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f2132e96ae6c7a4e
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[1]
welch_t
[2]
bootstrap_mean_difference
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supported
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f2132e96ae6c7a4e
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{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:33457239", "kind": "science-record", "revision": 8, "content_hash": "sha256:cbd669f46a4e23b967ee5f348b15bbc91714ddd9b4abba434d259a714c77da2a", "created_at": "2026-11-01T15:41:23Z", "updated_at": "2026-11-01T22:02:58Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Bioinformatic gene analysis for possible biomarkers and therapeutic targets of hypertension-related renal cell carcinoma.", "doi": "10.21037/tau-20-817", "pmid": "33457239", "authors": ["Wenjie Huang", "Ke Wu", "Ruoyu Wu", "Zhiguo Chen", "Wei Zhai", "Junhua Zheng"], "journal": "Translational andrology and urology", "year": 2020, "abstract": "BACKGROUND: Renal cell carcinoma (RCC) is one of the most prevalent malignant tumors of the urinary system. Hypertension can cause hypertensive nephropathy (HN). Meanwhile, Hypertension is considered to be related to kidney cancer. We analyzed co-expressed genes to find out the relationship between hypertension and RCC and show possible biomarkers and novel therapeutic targets of hypertension-related RCC.\nMETHODS: We identified the differentially expressed genes (DEGs) of HN and RCC through analyzing Gene Expression Omnibus (GEO) datasets GSE99339, GSE99325, GSE53757 and GSE15641 by means of bioinformatics analysis, respectively. Then we evaluated these genes with protein-protein interaction (PPI) networks, Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and CTD database. Subsequently, we verified co-expressed DEGs with Gene Expression Profiling Interactive Analysis (GEPIA) database. Finally, corresponding predicted miRNAs of co-expressed DEGs were identified and verified via mirDIP database and Starbase, respectively.\nRESULTS: We identified 9 co-expressed DEGs, including BCAT1, CORO1A, CRIP1, ESRRG, FN1, LYZ, PYCARD, SAP30, and PTRF. CRIP1 and ESRRG and their corresponding predicted miRNAs, especially hsa-miR-221-5p, hsa-miR-205-5p, hsa-miR-152-3p and hsa-miR-137 may be notably related to hypertension-related RCC.\nCONCLUSIONS: CRIP1 and ESRRG genes have great potential to become novel biomarkers and therapeutic targets concerning hypertension-related RCC.", "claims": [{"id": "claim-method", "statement": "Student’s t-test was performed for comparisons between two groups, whereas ANOVA was performed for repeated measures.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33457239", "locator": "sections[10] \"Statistical analysis\" paragraph 2", "quote": "Student’s t-test was performed for comparisons between two groups, whereas ANOVA was performed for repeated measures."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The expression profiling arrays of GSE99339 were generated applying GPL19109 [HG-U133_Plus_2] Affymetrix Human Genome U133 Plus 2.0 Array [CDF: Brainarray HGU133Plus2_Hs_ENTREZG_v18], including 15 Hypertensive Nephropathy specimens and 14 Tumor Nephrectomy specimens.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33457239", "locator": "sections[3] \"Gene expression profiles data\" paragraph 2", "quote": "The expression profiling arrays of GSE99339 were generated applying GPL19109 [HG-U133_Plus_2] Affymetrix Human Genome U133 Plus 2.0 Array [CDF: Brainarray HGU133Plus2_Hs_ENTREZG_v18], including 15 Hypertensive Nephropathy specimens and 14 Tumor Nephrectomy specimens."}], "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:33457239"], "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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