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: REG3A

Gene summary for REG3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REG3A

Gene ID

5068

Gene nameregenerating family member 3 alpha
Gene AliasHIP
Cytomap2p12
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q06141


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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
5068REG3AHTA11_2951_2000001011HumanColorectumAD2.17e-097.78e-010.0216
5068REG3AHTA11_3361_2000001011HumanColorectumAD4.35e-154.65e-01-0.1207
5068REG3AHTA11_696_2000001011HumanColorectumAD4.96e-351.23e+00-0.1464
5068REG3AHTA11_1391_2000001011HumanColorectumAD2.92e-141.98e+00-0.059
5068REG3AHTA11_546_2000001011HumanColorectumAD1.50e-171.26e+00-0.0842
5068REG3AHTA11_866_3004761011HumanColorectumAD1.15e-095.63e-010.096
5068REG3AHTA11_10711_2000001011HumanColorectumAD1.75e-142.40e+000.0338
5068REG3AHTA11_7696_3000711011HumanColorectumAD5.18e-245.41e-010.0674
5068REG3AHTA11_99999970781_79442HumanColorectumMSS4.40e-092.91e-010.294
5068REG3AHTA11_99999965104_69814HumanColorectumMSS3.26e-041.61e+000.281
5068REG3AA002-C-010HumanColorectumFAP1.71e-021.70e-010.242
5068REG3AA001-C-007HumanColorectumCRC1.09e-064.30e-010.1899
5068REG3AHCC5HumanLiverHCC1.12e-678.03e+000.4932
5068REG3AS014HumanLiverHCC2.39e-576.11e+000.2254
5068REG3AS015HumanLiverHCC3.25e-286.73e+000.2375
5068REG3AS016HumanLiverHCC2.19e-285.02e+000.2243
5068REG3AHTA12-15-2HumanPancreasPDAC3.49e-31-2.46e+000.2315
5068REG3AHTA12-16-2HumanPancreasPDAC6.32e-07-2.12e+000.0535
5068REG3AHTA12-16-5HumanPancreasPDAC6.09e-48-2.46e+000.047
5068REG3AHTA12-16-6HumanPancreasPDAC2.54e-08-2.46e+000.0544
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:0043616ColorectumADkeratinocyte proliferation19/391846/187231.36e-031.19e-0219
GO:0010837ColorectumADregulation of keratinocyte proliferation15/391835/187232.78e-032.09e-0215
GO:0035821ColorectumADmodulation of process of other organism34/3918106/187234.73e-033.22e-0234
GO:0009913ColorectumADepidermal cell differentiation58/3918202/187235.16e-033.42e-0258
GO:0008544ColorectumADepidermis development87/3918324/187235.99e-033.76e-0287
GO:00420602ColorectumMSSwound healing119/3467422/187235.93e-072.24e-05119
GO:00436161ColorectumMSSkeratinocyte proliferation20/346746/187238.26e-051.35e-0320
GO:00108371ColorectumMSSregulation of keratinocyte proliferation16/346735/187232.07e-042.89e-0316
GO:00434342ColorectumMSSresponse to peptide hormone104/3467414/187234.58e-045.43e-03104
GO:00506731ColorectumMSSepithelial cell proliferation108/3467437/187236.76e-047.30e-03108
GO:00358211ColorectumMSSmodulation of process of other organism33/3467106/187231.18e-031.14e-0233
GO:00099131ColorectumMSSepidermal cell differentiation52/3467202/187236.59e-034.38e-0252
GO:0050678ColorectumMSSregulation of epithelial cell proliferation90/3467381/187236.92e-034.45e-0290
GO:00434343ColorectumFAPresponse to peptide hormone100/2622414/187231.74e-081.84e-06100
GO:00420604ColorectumFAPwound healing99/2622422/187239.50e-086.33e-0699
GO:00610411ColorectumFAPregulation of wound healing35/2622134/187231.48e-042.29e-0335
GO:19030341ColorectumFAPregulation of response to wounding41/2622167/187231.86e-042.74e-0341
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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
REG3ASNVMissense_Mutationc.406N>Tp.Asn136Tyrp.N136YQ06141protein_codingdeleterious(0.03)benign(0.009)TCGA-A2-A0SU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
REG3ASNVMissense_Mutationc.497N>Cp.Arg166Thrp.R166TQ06141protein_codingtolerated(0.21)benign(0.024)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REG3ASNVMissense_Mutationnovelc.474N>Cp.Trp158Cysp.W158CQ06141protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A243-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilPD
REG3ASNVMissense_Mutationnovelc.10N>Tp.Pro4Serp.P4SQ06141protein_codingtolerated(0.36)benign(0.005)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
REG3ASNVMissense_Mutationc.5N>Cp.Leu2Prop.L2PQ06141protein_codingdeleterious(0.02)benign(0.012)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
REG3ASNVMissense_Mutationc.4C>Gp.Leu2Valp.L2VQ06141protein_codingdeleterious(0.02)benign(0.14)TCGA-AA-3530-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
REG3ASNVMissense_Mutationc.148N>Ap.His50Asnp.H50NQ06141protein_codingdeleterious(0.04)benign(0.011)TCGA-AA-3679-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicSD
REG3ASNVMissense_Mutationnovelc.127G>Tp.Gly43Cysp.G43CQ06141protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
REG3ASNVMissense_Mutationrs372756064c.340N>Ap.Glu114Lysp.E114KQ06141protein_codingtolerated(0.12)benign(0.428)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
REG3ASNVMissense_Mutationnovelc.478N>Tp.Asp160Tyrp.D160YQ06141protein_codingdeleterious(0.02)benign(0.123)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<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
5068REG3ADRUGGABLE GENOMEALF-575525493266
5068REG3ADRUGGABLE GENOMESALTVOLANESORSEN SODIUM9024308
5068REG3ADRUGGABLE GENOMEHIP-2B
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