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: HMBOX1

Gene summary for HMBOX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HMBOX1

Gene ID

79618

Gene namehomeobox containing 1
Gene AliasHNF1LA
Cytomap8p21.1-p12
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q6NT76


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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
79618HMBOX1RNA-P17T-P17T-4HumanLungIAC2.72e-035.72e-010.343
79618HMBOX1RNA-P25T1-P25T1-1HumanLungAIS4.41e-136.85e-01-0.2116
79618HMBOX1RNA-P25T1-P25T1-2HumanLungAIS7.42e-035.98e-01-0.1941
79618HMBOX1RNA-P25T1-P25T1-3HumanLungAIS2.17e-025.40e-01-0.2107
79618HMBOX1RNA-P25T1-P25T1-4HumanLungAIS3.37e-075.59e-01-0.2119
79618HMBOX1RNA-P6T2-P6T2-1HumanLungIAC1.04e-053.47e-01-0.0166
79618HMBOX1RNA-P6T2-P6T2-2HumanLungIAC4.16e-053.08e-01-0.0132
79618HMBOX1RNA-P6T2-P6T2-3HumanLungIAC1.26e-043.24e-01-0.013
79618HMBOX1RNA-P6T2-P6T2-4HumanLungIAC3.18e-063.37e-01-0.0121
79618HMBOX1RNA-P7T1-P7T1-2HumanLungAIS1.62e-034.85e-01-0.0876
79618HMBOX1HTA12-23-1HumanPancreasPDAC1.55e-035.91e-010.3405
79618HMBOX1HTA12-26-1HumanPancreasPDAC4.37e-106.69e-010.3728
79618HMBOX1HTA12-29-1HumanPancreasPDAC1.39e-255.97e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00510988LungIACregulation of binding66/2061363/187232.78e-057.29e-0466
GO:00510998LungIACpositive regulation of binding34/2061173/187235.58e-047.76e-0334
GO:20012528LungIACpositive regulation of chromosome organization18/206182/187233.09e-032.71e-0218
GO:00510547LungIACpositive regulation of DNA metabolic process35/2061201/187234.07e-033.32e-0235
GO:00510527LungIACregulation of DNA metabolic process55/2061359/187237.12e-034.87e-0255
GO:005109813LungAISregulation of binding61/1849363/187232.48e-058.06e-0461
GO:005109913LungAISpositive regulation of binding30/1849173/187231.61e-031.87e-0230
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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
HMBOX1BASCervixADJAC244205.1,ARHGAP6,CHPT1, etc.6.10e-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.
HMBOX1UROProstateHealthyAMN,USP1,COL27A1, etc.1.37e-01The 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.
HMBOX1MVAStomachCAGCDC14B,ZHX3,KLF7, etc.1.50e-01The 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.
HMBOX1ICAFStomachCAGCDC14B,ZHX3,KLF7, etc.5.25e-02The 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.
HMBOX1PERIStomachSIMCDC14B,ZHX3,KLF7, etc.1.63e-01The 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
HMBOX1SNVMissense_Mutationc.64N>Gp.Phe22Valp.F22VQ6NT76protein_codingdeleterious(0)possibly_damaging(0.88)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
HMBOX1insertionFrame_Shift_Insnovelc.1290_1291insCCACAAAAGTTAGCCTGGTATGGTGGCCTp.Gly431ProfsTer28p.G431Pfs*28Q6NT76protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
HMBOX1deletionFrame_Shift_Delc.118delNp.Lys40AsnfsTer117p.K40Nfs*117Q6NT76protein_codingTCGA-BH-A18I-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
HMBOX1SNVMissense_Mutationrs764079365c.714N>Ap.Met238Ilep.M238IQ6NT76protein_codingtolerated(0.09)possibly_damaging(0.57)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
HMBOX1SNVMissense_Mutationrs768350606c.284N>Tp.Ser95Leup.S95LQ6NT76protein_codingtolerated(0.39)benign(0.038)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HMBOX1SNVMissense_Mutationc.803G>Ap.Arg268Glnp.R268QQ6NT76protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HMBOX1SNVMissense_Mutationrs372399969c.907N>Ap.Ala303Thrp.A303TQ6NT76protein_codingdeleterious(0.02)possibly_damaging(0.723)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
HMBOX1SNVMissense_Mutationc.946N>Cp.Ser316Prop.S316PQ6NT76protein_codingtolerated(0.35)benign(0.275)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
HMBOX1SNVMissense_Mutationc.764N>Tp.Pro255Leup.P255LQ6NT76protein_codingtolerated(0.1)benign(0.018)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HMBOX1SNVMissense_Mutationc.812N>Ap.Arg271Glnp.R271QQ6NT76protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AP-A056-01Endometriumuterine 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
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