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: HCFC1R1

Gene summary for HCFC1R1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HCFC1R1

Gene ID

54985

Gene namehost cell factor C1 regulator 1
Gene AliasHPIP
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NWW0


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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
54985HCFC1R1P104T-EHumanEsophagusESCC1.44e-026.28e-010.0931
54985HCFC1R1P107T-EHumanEsophagusESCC5.24e-701.56e+000.171
54985HCFC1R1P126T-EHumanEsophagusESCC3.90e-151.57e+000.1125
54985HCFC1R1P127T-EHumanEsophagusESCC2.28e-274.52e-010.0826
54985HCFC1R1P128T-EHumanEsophagusESCC4.74e-411.36e+000.1241
54985HCFC1R1P130T-EHumanEsophagusESCC1.43e-701.68e+000.1676
54985HCFC1R1S43HumanLiverCirrhotic4.93e-12-3.16e-01-0.0187
54985HCFC1R1HCC1_MengHumanLiverHCC1.82e-29-2.72e-010.0246
54985HCFC1R1HCC2_MengHumanLiverHCC2.29e-315.03e-020.0107
54985HCFC1R1cirrhotic1HumanLiverCirrhotic5.04e-122.49e-010.0202
54985HCFC1R1cirrhotic2HumanLiverCirrhotic5.41e-091.13e-010.0201
54985HCFC1R1cirrhotic3HumanLiverCirrhotic9.07e-203.30e-010.0215
54985HCFC1R1Pt13.bHumanLiverHCC2.29e-10-2.38e-030.0251
54985HCFC1R1Pt14.bHumanLiverHCC6.21e-051.39e-010.018
54985HCFC1R1S014HumanLiverHCC2.13e-116.76e-010.2254
54985HCFC1R1S015HumanLiverHCC4.91e-118.03e-010.2375
54985HCFC1R1S016HumanLiverHCC9.17e-167.38e-010.2243
54985HCFC1R1C04HumanOral cavityOSCC4.76e-251.60e+000.2633
54985HCFC1R1C21HumanOral cavityOSCC3.74e-522.46e+000.2678
54985HCFC1R1C30HumanOral cavityOSCC1.03e-392.18e+000.3055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
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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
HCFC1R1SNVMissense_Mutationnovelc.145N>Cp.Glu49Glnp.E49QQ9NWW0protein_codingtolerated_low_confidence(0.06)benign(0.342)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
HCFC1R1SNVMissense_Mutationnovelc.362A>Gp.Asp121Glyp.D121GQ9NWW0protein_codingtolerated_low_confidence(0.18)benign(0.011)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
HCFC1R1SNVMissense_Mutationrs762463939c.26N>Ap.Arg9Glnp.R9QQ9NWW0protein_codingtolerated_low_confidence(0.07)benign(0.124)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HCFC1R1SNVMissense_Mutationc.374C>Gp.Pro125Argp.P125RQ9NWW0protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.79)TCGA-DM-A1D7-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HCFC1R1deletionFrame_Shift_Delrs768523777c.249delCp.Met84Terp.M84*Q9NWW0protein_codingTCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HCFC1R1deletionFrame_Shift_Delrs768523777c.249delCp.Met84Terp.M84*Q9NWW0protein_codingTCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HCFC1R1deletionFrame_Shift_Delrs768523777c.249delNp.Met84Terp.M84*Q9NWW0protein_codingTCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
HCFC1R1deletionFrame_Shift_Delrs768523777c.249delNp.Met84Terp.M84*Q9NWW0protein_codingTCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HCFC1R1SNVMissense_Mutationnovelc.85N>Ap.Leu29Metp.L29MQ9NWW0protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.839)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HCFC1R1SNVMissense_Mutationrs558116524c.134N>Ap.Arg45Glnp.R45QQ9NWW0protein_codingtolerated_low_confidence(0.25)benign(0.124)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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