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pmid:33468235

Prognostic role of PHYH for overall survival (OS) in clear cell renal cell carcinoma (ccRCC).

Qiu Zhengqi · Guo Zezhi · Jiang Lei · Qiu He · Pan Jinyao · Ao Ying

European journal of medical research · 2021 doi:10.1186/s40001-021-00482-1

Paper

complete

Experiment

partial

Data

partial

Analysis

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Execution

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pmid:33468235
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title
Prognostic role of PHYH for overall survival (OS) in clear cell renal cell carcinoma (ccRCC).
doi
10.1186/s40001-021-00482-1
pmid
33468235
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[0]
Qiu Zhengqi
[1]
Guo Zezhi
[2]
Jiang Lei
[3]
Qiu He
[4]
Pan Jinyao
[5]
Ao Ying
journal
European journal of medical research
year
2021
abstract
This study attempts to evaluate the prognostic role of PHYH for overall survival (OS) in clear cell renal cell carcinoma (ccRCC) by means of publicly available data from The Cancer Genome Atlas (TCGA). Clinical pathologic features and PHYH expression were downloaded from the TCGA database and relationships between them were analyzed by univariate and multivariate Cox regression analyses. Gene Set Enrichment Analysis (GSEA) and gene-gene interactions were also performed between tissues with different PHYH expression levels. PHYH expression levels were significantly lower in patient with ccRCC compared with normal tissues (p = 1.156e-19). Kaplan-Meier survival analysis showed that high expression of PHYH had a better prognosis than low expression (p = 9e-05). Moreover, PHYH expression was also significantly associated with high grade (G2-4, p = 0.025), high stage (StageIII & IV, p = 5.604e-05), and high level of stage_T (T3-4, p = 4.373e-05). Univariate and multivariate Cox regression analyses indicated that PHYH could be acted as an independent prognostic factor (p < 0.05). Nomogram including clinical pathologic features and PHYH expression were also provided. GSEA revealed that butanoate metabolism, histidine metabolism, propanoate metabolism, pyruvate metabolism, tryptophan metabolism, PPAR signalling pathway, and renin-angiotensin system were differentially enriched in PHYH high-expression phenotype. ICGC database was utilized to verify the expression level and survival benefit of PHYH (both p < 0.05). We suspect that elevated PHYH expression may be served as a potential prognostic molecular marker of better survival in ccRCC. Besides, alpha-oxidation was closely regulated by PHYH, and PPAR signalling, pyruvate metabolism, butanoate metabolism, and RAS might be the key pathways regulated by PHYH in CCRC.
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Clinicopathologic characteristics associated with overall survival in TCGA patients using Cox regression and the Kaplan–Meier method.
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:33468235", "kind": "science-record", "revision": 7, "content_hash": "sha256:24b06aa829beda1351403a037ff9ac72aa78d39eb86defd7e23fee347a0baa8f", "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": "Prognostic role of PHYH for overall survival (OS) in clear cell renal cell carcinoma (ccRCC).", "doi": "10.1186/s40001-021-00482-1", "pmid": "33468235", "authors": ["Qiu Zhengqi", "Guo Zezhi", "Jiang Lei", "Qiu He", "Pan Jinyao", "Ao Ying"], "journal": "European journal of medical research", "year": 2021, "abstract": "This study attempts to evaluate the prognostic role of PHYH for overall survival (OS) in clear cell renal cell carcinoma (ccRCC) by means of publicly available data from The Cancer Genome Atlas (TCGA). Clinical pathologic features and PHYH expression were downloaded from the TCGA database and relationships between them were analyzed by univariate and multivariate Cox regression analyses. Gene Set Enrichment Analysis (GSEA) and gene-gene interactions were also performed between tissues with different PHYH expression levels. PHYH expression levels were significantly lower in patient with ccRCC compared with normal tissues (p = 1.156e-19). Kaplan-Meier survival analysis showed that high expression of PHYH had a better prognosis than low expression (p = 9e-05). Moreover, PHYH expression was also significantly associated with high grade (G2-4, p = 0.025), high stage (StageIII & IV, p = 5.604e-05), and high level of stage_T (T3-4, p = 4.373e-05). Univariate and multivariate Cox regression analyses indicated that PHYH could be acted as an independent prognostic factor (p < 0.05). Nomogram including clinical pathologic features and PHYH expression were also provided. GSEA revealed that butanoate metabolism, histidine metabolism, propanoate metabolism, pyruvate metabolism, tryptophan metabolism, PPAR signalling pathway, and renin-angiotensin system were differentially enriched in PHYH high-expression phenotype. ICGC database was utilized to verify the expression level and survival benefit of PHYH (both p < 0.05). We suspect that elevated PHYH expression may be served as a potential prognostic molecular marker of better survival in ccRCC. Besides, alpha-oxidation was closely regulated by PHYH, and PPAR signalling, pyruvate metabolism, butanoate metabolism, and RAS might be the key pathways regulated by PHYH in CCRC.", "claims": [{"id": "claim-method", "statement": "Clinicopathologic characteristics associated with overall survival in TCGA patients using Cox regression and the Kaplan–Meier method.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33468235", "locator": "sections[7] \"Statistical analysis\" paragraph 2", "quote": "Clinicopathologic characteristics associated with overall survival in TCGA patients using Cox regression and the Kaplan–Meier method."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:33468235", "locator": "sections[22] \"Availability of data and materials\" paragraph 2", "quote": "The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "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:33468235"], "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": "blocked", "blocked_on": "data:accession_absent", "description": "The GEO series accession resolves and its sample accessions are listed. 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