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: TRANK1

Gene summary for TRANK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRANK1

Gene ID

9881

Gene nametetratricopeptide repeat and ankyrin repeat containing 1
Gene AliasLBA1
Cytomap3p22.2
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

O15050


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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
9881TRANK1HTA11_2487_2000001011HumanColorectumSER1.45e-106.93e-01-0.1808
9881TRANK1HTA11_347_2000001011HumanColorectumAD6.70e-105.83e-01-0.1954
9881TRANK1HTA11_411_2000001011HumanColorectumSER3.75e-061.57e+00-0.2602
9881TRANK1HTA11_2112_2000001011HumanColorectumSER2.16e-051.25e+00-0.2196
9881TRANK1HTA11_696_2000001011HumanColorectumAD1.82e-043.63e-01-0.1464
9881TRANK1HTA11_866_2000001011HumanColorectumAD4.79e-022.60e-01-0.1001
9881TRANK1HCC2HumanLiverHCC3.43e-153.79e+000.5341
9881TRANK1S028HumanLiverHCC4.03e-022.32e-010.2503
9881TRANK1S029HumanLiverHCC5.46e-115.71e-010.2581
9881TRANK1048752_1579-all-cellsHumanProstateBPH2.69e-163.14e-010.1008
9881TRANK1052097_1595-all-cellsHumanProstateBPH7.05e-031.29e-010.0972
9881TRANK1052099_1652-all-cellsHumanProstateBPH3.33e-061.80e-010.1038
9881TRANK1GSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor9.07e-115.04e-010.1633
9881TRANK1GSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor1.97e-093.88e-010.1608
9881TRANK1GSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor5.02e-032.67e-010.1604
9881TRANK1GSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor5.21e-053.21e-010.1621
9881TRANK1GSM5353228_PA_PR5199-640K_Pool_1_3_S108_L004HumanProstateTumor3.15e-048.95e-010.1537
9881TRANK1GSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor1.37e-024.49e-010.1622
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
TRANK1SNVMissense_Mutationc.1164N>Gp.Phe388Leup.F388LO15050protein_codingtolerated(0.2)benign(0)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
TRANK1SNVMissense_Mutationrs749709168c.7816T>Gp.Trp2606Glyp.W2606GO15050protein_codingdeleterious(0.03)benign(0.048)TCGA-A2-A1G4-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinSD
TRANK1SNVMissense_Mutationc.6021N>Gp.Phe2007Leup.F2007LO15050protein_codingtolerated(0.67)benign(0)TCGA-A8-A08O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelPD
TRANK1SNVMissense_Mutationnovelc.5393N>Tp.Asp1798Valp.D1798VO15050protein_codingdeleterious(0)possibly_damaging(0.784)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
TRANK1SNVMissense_Mutationc.3592N>Gp.Leu1198Valp.L1198VO15050protein_codingdeleterious(0)possibly_damaging(0.832)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRANK1SNVMissense_Mutationc.1847N>Gp.Ser616Cysp.S616CO15050protein_codingtolerated(0.07)benign(0.125)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRANK1SNVMissense_Mutationnovelc.8267N>Ap.Leu2756Hisp.L2756HO15050protein_codingtolerated(0.55)benign(0.001)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRANK1SNVMissense_Mutationnovelc.2655N>Tp.Glu885Aspp.E885DO15050protein_codingtolerated(0.06)benign(0.197)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRANK1SNVMissense_Mutationnovelc.1692N>Tp.Lys564Asnp.K564NO15050protein_codingtolerated(0.12)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRANK1SNVMissense_Mutationnovelc.1418N>Gp.Lys473Argp.K473RO15050protein_codingtolerated(0.19)benign(0.003)TCGA-AN-A046-01Breastbreast invasive 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
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