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: HCFC2

Gene summary for HCFC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HCFC2

Gene ID

29915

Gene namehost cell factor C2
Gene AliasHCF-2
Cytomap12q23.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9Y5Z7


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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
29915HCFC2male-WTAHumanThyroidPTC5.53e-083.96e-020.1037
29915HCFC2PTC01HumanThyroidPTC3.51e-054.57e-020.1899
29915HCFC2PTC04HumanThyroidPTC2.02e-121.41e-010.1927
29915HCFC2PTC05HumanThyroidPTC5.84e-041.34e-010.2065
29915HCFC2PTC06HumanThyroidPTC1.62e-122.31e-010.2057
29915HCFC2PTC07HumanThyroidPTC2.18e-091.77e-010.2044
29915HCFC2ATC12HumanThyroidATC2.03e-112.50e-010.34
29915HCFC2ATC13HumanThyroidATC3.49e-182.79e-010.34
29915HCFC2ATC2HumanThyroidATC3.93e-095.84e-010.34
29915HCFC2ATC4HumanThyroidATC2.57e-133.42e-010.34
29915HCFC2ATC5HumanThyroidATC3.00e-223.11e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0016032113ThyroidPTCviral process236/5968415/187232.48e-268.24e-24236
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:00063385ThyroidPTCchromatin remodeling106/5968255/187236.56e-044.13e-03106
GO:001603234ThyroidATCviral process241/6293415/187235.50e-252.04e-22241
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
GO:000633813ThyroidATCchromatin remodeling109/6293255/187231.38e-037.15e-03109
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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
HCFC2cDCLungHealthyESD,ERAP2,EPSTI1, etc.4.03e-03The 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.
∗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
HCFC2SNVMissense_Mutationc.266N>Ap.Gly89Glup.G89EQ9Y5Z7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
HCFC2SNVMissense_Mutationrs774250277c.320N>Ap.Arg107Hisp.R107HQ9Y5Z7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A0BO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HCFC2SNVMissense_Mutationc.451N>Cp.Asp151Hisp.D151HQ9Y5Z7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
HCFC2SNVMissense_Mutationc.1399T>Ap.Ser467Thrp.S467TQ9Y5Z7protein_codingtolerated(0.13)benign(0.014)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HCFC2SNVMissense_Mutationc.127N>Cp.Glu43Glnp.E43QQ9Y5Z7protein_codingdeleterious(0)probably_damaging(0.991)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
HCFC2SNVMissense_Mutationc.1984N>Cp.Gly662Argp.G662RQ9Y5Z7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1X6-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
HCFC2SNVMissense_Mutationc.190N>Cp.Val64Leup.V64LQ9Y5Z7protein_codingdeleterious(0.03)probably_damaging(0.967)TCGA-E9-A244-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
HCFC2deletionFrame_Shift_Delnovelc.1530_1540delNNNNNNNNNNNp.Glu510AspfsTer17p.E510Dfs*17Q9Y5Z7protein_codingTCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
HCFC2SNVMissense_Mutationc.826N>Ap.His276Asnp.H276NQ9Y5Z7protein_codingtolerated(0.13)benign(0.171)TCGA-C5-A7UI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HCFC2SNVMissense_Mutationnovelc.710N>Ap.Thr237Asnp.T237NQ9Y5Z7protein_codingdeleterious(0.02)benign(0.417)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=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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