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: RHCG

Gene summary for RHCG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RHCG

Gene ID

51458

Gene nameRh family C glycoprotein
Gene AliasC15orf6
Cytomap15q26.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9UBD6


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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
51458RHCGP4T-EHumanEsophagusESCC7.03e-058.57e-010.1323
51458RHCGP24T-EHumanEsophagusESCC1.73e-095.19e-010.1287
51458RHCGP28T-EHumanEsophagusESCC2.80e-031.29e-010.1149
51458RHCGP36T-EHumanEsophagusESCC1.78e-031.08e+000.1187
51458RHCGP38T-EHumanEsophagusESCC4.90e-121.27e+000.127
51458RHCGP42T-EHumanEsophagusESCC9.07e-071.96e+000.1175
51458RHCGP49T-EHumanEsophagusESCC4.13e-022.68e+000.1768
51458RHCGP83T-EHumanEsophagusESCC2.82e-079.87e-010.1738
51458RHCGP89T-EHumanEsophagusESCC8.84e-172.83e+000.1752
51458RHCGC43HumanOral cavityOSCC1.64e-051.19e+000.1704
51458RHCGC46HumanOral cavityOSCC4.17e-03-3.86e-010.1673
51458RHCGC57HumanOral cavityOSCC1.51e-443.04e+000.1679
51458RHCGEOLP-1HumanOral cavityEOLP8.20e-06-4.19e-01-0.0202
51458RHCGEOLP-2HumanOral cavityEOLP4.14e-10-4.37e-01-0.0203
51458RHCGNEOLP-1HumanOral cavityNEOLP1.99e-06-4.14e-01-0.0194
51458RHCGNEOLP-2HumanOral cavityNEOLP5.00e-04-3.92e-01-0.0196
51458RHCGNEOLP-3HumanOral cavityNEOLP2.96e-06-3.96e-01-0.0191
51458RHCGSYSMH3HumanOral cavityOSCC6.06e-10-1.02e-010.2442
51458RHCGSYSMH4HumanOral cavityOSCC1.65e-184.36e-020.1226
51458RHCGSYSMH6HumanOral cavityOSCC1.34e-03-3.07e-010.1275
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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
RHCGSNVMissense_Mutationc.1134N>Ap.Phe378Leup.F378LQ9UBD6protein_codingtolerated(0.69)benign(0.003)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RHCGSNVMissense_Mutationnovelc.662N>Tp.Ala221Valp.A221VQ9UBD6protein_codingdeleterious(0)possibly_damaging(0.803)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RHCGSNVMissense_Mutationc.1359C>Ap.Phe453Leup.F453LQ9UBD6protein_codingtolerated(0.93)benign(0)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RHCGSNVMissense_Mutationc.1318N>Cp.Glu440Glnp.E440QQ9UBD6protein_codingtolerated(0.08)benign(0.206)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RHCGSNVMissense_Mutationc.88G>Ap.Val30Metp.V30MQ9UBD6protein_codingdeleterious(0.01)possibly_damaging(0.852)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RHCGSNVMissense_Mutationc.647N>Gp.Gln216Argp.Q216RQ9UBD6protein_codingdeleterious(0.03)benign(0.007)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RHCGSNVMissense_Mutationrs368487303c.1076N>Tp.Ala359Valp.A359VQ9UBD6protein_codingtolerated(0.14)benign(0.2)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
RHCGSNVMissense_Mutationc.100N>Gp.Phe34Valp.F34VQ9UBD6protein_codingtolerated(0.58)benign(0.001)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RHCGSNVMissense_Mutationc.88N>Ap.Val30Metp.V30MQ9UBD6protein_codingdeleterious(0.01)possibly_damaging(0.852)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RHCGSNVMissense_Mutationnovelc.1362G>Tp.Lys454Asnp.K454NQ9UBD6protein_codingdeleterious(0.03)benign(0.425)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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