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: RHBDD1

Gene summary for RHBDD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RHBDD1

Gene ID

84236

Gene namerhomboid domain containing 1
Gene AliasRHBDL4
Cytomap2q36.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R455


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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
84236RHBDD1CCI_2HumanCervixCC6.90e-086.08e-010.5249
84236RHBDD1CCI_3HumanCervixCC1.07e-085.27e-010.516
84236RHBDD1HTA12-25-1HumanPancreasPDAC4.10e-054.77e-010.313
84236RHBDD1HTA12-26-1HumanPancreasPDAC2.11e-106.10e-010.3728
84236RHBDD1HTA12-29-1HumanPancreasPDAC1.06e-215.37e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
∗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:004586210CervixCCpositive regulation of proteolysis95/2311372/187231.84e-126.86e-1095
GO:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:003497610CervixCCresponse to endoplasmic reticulum stress57/2311256/187235.81e-061.42e-0457
GO:000698610CervixCCresponse to unfolded protein36/2311137/187236.83e-061.63e-0436
GO:00712148CervixCCcellular response to abiotic stimulus69/2311331/187237.36e-061.73e-0469
GO:01040048CervixCCcellular response to environmental stimulus69/2311331/187237.36e-061.73e-0469
GO:003596610CervixCCresponse to topologically incorrect protein39/2311159/187231.68e-053.22e-0439
GO:003462010CervixCCcellular response to unfolded protein27/231196/187232.53e-054.29e-0427
GO:00093149CervixCCresponse to radiation86/2311456/187233.50e-055.63e-0486
GO:003596710CervixCCcellular response to topologically incorrect protein29/2311116/187231.35e-041.66e-0329
GO:00714786CervixCCcellular response to radiation41/2311186/187231.41e-041.71e-0341
GO:00094112CervixCCresponse to UV33/2311149/187235.51e-045.29e-0333
GO:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:00346442CervixCCcellular response to UV20/231190/187236.05e-033.44e-0220
GO:00094163CervixCCresponse to light stimulus54/2311320/187231.03e-024.97e-0254
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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
RHBDD1SNVMissense_Mutationnovelc.117C>Gp.Ile39Metp.I39MQ8TEB9protein_codingdeleterious(0)benign(0.021)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
RHBDD1SNVMissense_Mutationc.293N>Cp.Arg98Thrp.R98TQ8TEB9protein_codingdeleterious(0)probably_damaging(0.928)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
RHBDD1insertionNonsense_Mutationnovelc.482_483insTTTCCCTGATATCTGGCCATGCAACGGAGATCAAGAGGGATAAATAp.Val163ProfsTer13p.V163Pfs*13Q8TEB9protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
RHBDD1SNVMissense_Mutationrs772800223c.535G>Ap.Glu179Lysp.E179KQ8TEB9protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RHBDD1SNVMissense_Mutationnovelc.429C>Gp.Phe143Leup.F143LQ8TEB9protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A8XK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
RHBDD1SNVMissense_Mutationrs139799015c.341T>Gp.Leu114Argp.L114RQ8TEB9protein_codingdeleterious(0)probably_damaging(0.977)TCGA-EA-A556-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RHBDD1SNVMissense_Mutationc.424N>Ap.Gly142Serp.G142SQ8TEB9protein_codingdeleterious(0)probably_damaging(1)TCGA-4T-AA8H-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RHBDD1SNVMissense_Mutationc.583N>Tp.His195Tyrp.H195YQ8TEB9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
RHBDD1SNVMissense_Mutationc.361C>Tp.Leu121Phep.L121FQ8TEB9protein_codingtolerated(0.31)benign(0.006)TCGA-AY-6196-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
RHBDD1SNVMissense_Mutationrs745642950c.290N>Tp.Arg97Ilep.R97IQ8TEB9protein_codingdeleterious(0)possibly_damaging(0.772)TCGA-AG-A002-01Colorectumrectum 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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