Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ARFIP1

Gene summary for ARFIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARFIP1

Gene ID

27236

Gene nameADP ribosylation factor interacting protein 1
Gene AliasHSU52521
Cytomap4q31.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

B4E273


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
27236ARFIP1HTA11_3410_2000001011HumanColorectumAD2.06e-21-6.84e-010.0155
27236ARFIP1HTA11_3361_2000001011HumanColorectumAD9.23e-06-5.73e-01-0.1207
27236ARFIP1HTA11_696_2000001011HumanColorectumAD1.64e-06-4.15e-01-0.1464
27236ARFIP1HTA11_866_2000001011HumanColorectumAD2.29e-03-3.46e-01-0.1001
27236ARFIP1HTA11_5216_2000001011HumanColorectumSER1.91e-02-6.40e-01-0.1462
27236ARFIP1HTA11_866_3004761011HumanColorectumAD8.48e-16-6.04e-010.096
27236ARFIP1HTA11_4255_2000001011HumanColorectumSER2.20e-02-5.84e-010.0446
27236ARFIP1HTA11_8622_2000001021HumanColorectumSER7.00e-04-6.66e-010.0528
27236ARFIP1HTA11_10711_2000001011HumanColorectumAD8.25e-06-5.21e-010.0338
27236ARFIP1HTA11_7696_3000711011HumanColorectumAD3.08e-18-5.44e-010.0674
27236ARFIP1HTA11_99999970781_79442HumanColorectumMSS3.78e-03-3.17e-010.294
27236ARFIP1HTA11_99999965104_69814HumanColorectumMSS6.36e-04-3.37e-010.281
27236ARFIP1HTA11_99999971662_82457HumanColorectumMSS1.35e-05-3.81e-010.3859
27236ARFIP1HTA11_99999973899_84307HumanColorectumMSS2.23e-05-5.57e-010.2585
27236ARFIP1HTA11_99999974143_84620HumanColorectumMSS5.43e-26-6.83e-010.3005
27236ARFIP1A015-C-203HumanColorectumFAP7.88e-29-3.04e-01-0.1294
27236ARFIP1A015-C-204HumanColorectumFAP7.76e-05-2.00e-01-0.0228
27236ARFIP1A014-C-040HumanColorectumFAP4.96e-03-2.65e-01-0.1184
27236ARFIP1A002-C-201HumanColorectumFAP2.11e-16-4.06e-010.0324
27236ARFIP1A002-C-203HumanColorectumFAP3.36e-05-3.76e-030.2786
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:0032273111EsophagusESCCpositive regulation of protein polymerization95/8552138/187232.97e-085.57e-0795
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:0032271111EsophagusESCCregulation of protein polymerization143/8552233/187239.21e-071.17e-05143
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:00421477EsophagusESCCretrograde transport, endosome to Golgi63/855291/187234.58e-064.87e-0563
GO:003083819EsophagusESCCpositive regulation of actin filament polymerization66/855299/187231.96e-051.72e-0466
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:0030041110EsophagusESCCactin filament polymerization114/8552191/187236.46e-054.92e-04114
GO:000806419EsophagusESCCregulation of actin polymerization or depolymerization112/8552188/187238.31e-056.06e-04112
GO:003083218EsophagusESCCregulation of actin filament length112/8552189/187231.13e-047.85e-04112
GO:003083320EsophagusESCCregulation of actin filament polymerization103/8552172/187231.19e-048.15e-04103
GO:19036496EsophagusESCCregulation of cytoplasmic transport22/855228/187233.95e-042.26e-0322
GO:003431415EsophagusESCCArp2/3 complex-mediated actin nucleation28/855239/187238.57e-044.40e-0328
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
ARFIP1SNVMissense_Mutationc.507G>Cp.Lys169Asnp.K169NP53367protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ARFIP1SNVMissense_Mutationnovelc.76G>Ap.Glu26Lysp.E26KP53367protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.98)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARFIP1SNVMissense_Mutationnovelc.1097N>Gp.Ala366Glyp.A366GP53367protein_codingtolerated(0.3)benign(0.077)TCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARFIP1SNVMissense_Mutationrs146931969c.1004N>Gp.Asn335Serp.N335SP53367protein_codingtolerated(0.07)benign(0)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARFIP1SNVMissense_Mutationc.923N>Ap.Arg308Hisp.R308HP53367protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AA-3975-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARFIP1SNVMissense_Mutationrs776711621c.811N>Tp.Arg271Cysp.R271CP53367protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ARFIP1SNVMissense_Mutationnovelc.1024N>Ap.Ala342Thrp.A342TP53367protein_codingtolerated(0.1)probably_damaging(0.96)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ARFIP1SNVMissense_Mutationnovelc.572N>Gp.His191Argp.H191RP53367protein_codingdeleterious(0.03)benign(0.084)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ARFIP1SNVMissense_Mutationc.302G>Ap.Gly101Aspp.G101DP53367protein_codingtolerated(0.45)benign(0)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
ARFIP1SNVMissense_Mutationc.452N>Tp.Ser151Leup.S151LP53367protein_codingdeleterious(0)possibly_damaging(0.899)TCGA-D5-6532-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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