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: THOC7

Gene summary for THOC7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THOC7

Gene ID

80145

Gene nameTHO complex 7
Gene AliasNIF3L1BP1
Cytomap3p14.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R341


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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
80145THOC7AEH-subject1HumanEndometriumAEH8.47e-12-3.17e-01-0.3059
80145THOC7AEH-subject2HumanEndometriumAEH3.74e-09-2.36e-01-0.2525
80145THOC7AEH-subject3HumanEndometriumAEH6.85e-11-2.29e-01-0.2576
80145THOC7AEH-subject4HumanEndometriumAEH2.42e-06-3.07e-01-0.2657
80145THOC7AEH-subject5HumanEndometriumAEH7.11e-03-2.11e-01-0.2953
80145THOC7EEC-subject1HumanEndometriumEEC1.07e-15-3.05e-01-0.2682
80145THOC7EEC-subject2HumanEndometriumEEC9.46e-17-3.68e-01-0.2607
80145THOC7EEC-subject3HumanEndometriumEEC1.76e-35-3.75e-01-0.2525
80145THOC7EEC-subject4HumanEndometriumEEC2.51e-06-1.62e-01-0.2571
80145THOC7EEC-subject5HumanEndometriumEEC3.95e-05-2.28e-01-0.249
80145THOC7GSM5276934HumanEndometriumEEC8.21e-03-2.13e-01-0.0913
80145THOC7GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.93e-23-3.26e-01-0.1869
80145THOC7GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.49e-25-2.87e-01-0.1875
80145THOC7GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.26e-29-3.13e-01-0.1883
80145THOC7GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC6.86e-26-1.21e-01-0.1934
80145THOC7GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.63e-39-1.89e-01-0.1917
80145THOC7GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.86e-37-2.40e-01-0.1916
80145THOC7GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC3.84e-04-1.63e-01-0.1269
80145THOC7LZE2DHumanEsophagusHGIN2.84e-025.70e-010.0642
80145THOC7LZE2THumanEsophagusESCC1.31e-046.15e-010.082
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:000838016EndometriumAEHRNA splicing111/2100434/187232.42e-171.12e-14111
GO:004440316EndometriumAEHbiological process involved in symbiotic interaction70/2100290/187233.26e-103.55e-0870
GO:005170116EndometriumAEHbiological process involved in interaction with host53/2100203/187232.48e-091.93e-0753
GO:000640314EndometriumAEHRNA localization51/2100201/187231.39e-088.98e-0751
GO:00506579EndometriumAEHnucleic acid transport37/2100163/187232.04e-054.09e-0437
GO:00506589EndometriumAEHRNA transport37/2100163/187232.04e-054.09e-0437
GO:00512369EndometriumAEHestablishment of RNA localization37/2100166/187233.13e-055.66e-0437
GO:00159319EndometriumAEHnucleobase-containing compound transport44/2100222/187231.19e-041.66e-0344
GO:000691310EndometriumAEHnucleocytoplasmic transport54/2100301/187233.24e-043.62e-0354
GO:005116910EndometriumAEHnuclear transport54/2100301/187233.24e-043.62e-0354
GO:005116810EndometriumAEHnuclear export32/2100154/187234.02e-044.29e-0332
GO:00510285EndometriumAEHmRNA transport28/2100130/187234.94e-045.06e-0328
GO:000838017EndometriumEECRNA splicing111/2168434/187232.45e-161.13e-13111
GO:004440317EndometriumEECbiological process involved in symbiotic interaction73/2168290/187237.47e-119.95e-0973
GO:005170117EndometriumEECbiological process involved in interaction with host54/2168203/187232.67e-092.01e-0754
GO:000640315EndometriumEECRNA localization53/2168201/187235.20e-093.47e-0753
GO:005065712EndometriumEECnucleic acid transport39/2168163/187237.00e-061.63e-0439
GO:005065812EndometriumEECRNA transport39/2168163/187237.00e-061.63e-0439
GO:005123612EndometriumEECestablishment of RNA localization39/2168166/187231.11e-052.33e-0439
GO:000691314EndometriumEECnucleocytoplasmic transport59/2168301/187233.31e-055.65e-0459
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030137EsophagusHGINNucleocytoplasmic transport31/1383108/84658.29e-047.95e-036.31e-0331
hsa0301312EsophagusHGINNucleocytoplasmic transport31/1383108/84658.29e-047.95e-036.31e-0331
hsa0301321EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa0301331EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa03013LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030131LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030136Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
hsa0301311Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
hsa030132Oral cavityLPNucleocytoplasmic transport53/2418108/84654.68e-064.10e-052.64e-0553
hsa030133Oral cavityLPNucleocytoplasmic transport53/2418108/84654.68e-064.10e-052.64e-0553
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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
THOC7SNVMissense_Mutationnovelc.326N>Ap.Ala109Glup.A109EQ6I9Y2protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
THOC7SNVMissense_Mutationnovelc.231N>Tp.Glu77Aspp.E77DQ6I9Y2protein_codingdeleterious(0.01)probably_damaging(0.965)TCGA-E2-A15I-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
THOC7deletionFrame_Shift_Delnovelc.313_323delNNNNNNNNNNNp.Gln105SerfsTer12p.Q105Sfs*12Q6I9Y2protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
THOC7SNVMissense_Mutationnovelc.272G>Tp.Ser91Ilep.S91IQ6I9Y2protein_codingtolerated(0.06)possibly_damaging(0.478)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
THOC7SNVMissense_Mutationc.347N>Ap.Arg116Hisp.R116HQ6I9Y2protein_codingdeleterious(0)probably_damaging(0.993)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
THOC7insertionFrame_Shift_Insnovelc.344_345insAp.Asn115LysfsTer6p.N115Kfs*6Q6I9Y2protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
THOC7insertionNonsense_Mutationnovelc.593_594insTCATACTTAAp.Met198IlefsTer4p.M198Ifs*4Q6I9Y2protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
THOC7insertionFrame_Shift_Insnovelc.311dupAp.Gln105AlafsTer16p.Q105Afs*16Q6I9Y2protein_codingTCGA-D5-6538-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyxelodaSD
THOC7SNVMissense_Mutationnovelc.491N>Ap.Arg164Glnp.R164QQ6I9Y2protein_codingtolerated(0.09)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
THOC7SNVMissense_Mutationrs748402561c.22G>Ap.Glu8Lysp.E8KQ6I9Y2protein_codingdeleterious(0.03)benign(0.357)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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