Constarium
← Search

Table · dataset · 2026

Supplementary file 1_Molecular profiling and prognostic significance of gastric cancer subtypes based on extracellular vesicle-related characteristics.docx

Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fonc.2026.1948199.s001

Background<p>Gastric cancer (GC) is a molecularly heterogeneous disease.

Description

This study aims to explore whether endocytosis pathway-associated genes and immune checkpoint-related features were linked to GC subtypes and prognosis.</p>Methods<p>Public transcriptomic datasets from TCGA and GEO were analyzed. ssGSEA was applied to predefined endocytosis-related gene sets, and NMF was used to identify molecular subtypes. Survival, tumor microenvironment features, tumor mutation burden, microsatellite instability, and differentially expressed genes were evaluated.

A three-gene prognostic model was developed and assessed through retrospective internal and external validation across public cohorts for prognostic association only.</p>Results<p>Two endocytosis-related subtypes were identified. The Group 1 subtype showed higher pathway activity, more immunosuppressive microenvironmental features, higher expression of selected immune checkpoint-related markers, and poorer survival. The Group 2 subtype showed lower pathway activity and more favorable outcomes.

Read the rest (2 more)

A three-gene signature (NRP1, SERPINE1, and MISP3) stratified patients into higher-risk and lower-risk groups across retrospective cohorts. Higher-risk cases were associated with worse overall survival and enrichment of epithelial-mesenchymal transition- and immune evasion-related pathways. This retrospective cross-cohort validation suggests that the prognostic signal was not restricted to a single dataset, but it does not demonstrate prospective clinical validity, analytical validity, or readiness for clinical implementation.</p>Conclusions<p>Endocytosis-related molecular patterns may be associated with distinct biological and prognostic features in GC.

The identified subtypes and prognostic signature should be interpreted as exploratory, hypothesis-generating findings that warrant further prospective, functional, and assay-level validation.</p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Cancer 75% · Disease 75% · Oncology and carcinogenesis 74%
Provenance · 11 source records, 64 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/340418499 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/340418499 d agoJSON v1
DMU Figshareoai:figshare.com:article/340418499 d agoJSON v1
HKU DataHuboai:figshare.com:article/340418499 d agoJSON v1
Swinburne Figshareoai:figshare.com:article/340418499 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/340418499 d agoJSON v1
SUNScholarDataoai:figshare.com:article/340418499 d agoJSON v1
figshareoai:figshare.com:article/340418499 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340418498 d agoJSON v1
GRANTS Dataoai:figshare.com:article/340418498 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340418498 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[disease].local:disease:cancerenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (75%)
concepts[disease].local:disease:diseaseenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:group:3211enrichment · zivahub uct ac zataxonomy-embedding@1.0.0title+keywords+description (74%)
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
concepts[field].local:field:earth-environmentalmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
concepts[field].local:field:life-sciencesmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:medicine-healthmapping · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare dmu ac ukconnector:figshare_dmu_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · dro deakin edu auconnector:dro_deakin_edu_au@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
descriptionsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/description
licensesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/rights
publication_datesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
titlesource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0/metadata/dc/title