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: KIAA0907

Gene summary for KIAA0907

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KIAA0907

Gene ID

22889

Gene nameKH domain containing 4, pre-mRNA splicing factor
Gene AliasBLOM7
Cytomap1q22
Gene Typeprotein-coding
GO ID

GO:0000245

UniProtAcc

Q7Z7F0


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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
22889KIAA0907HTA11_99999970781_79442HumanColorectumMSS1.11e-468.18e-010.294
22889KIAA0907HTA11_99999965062_69753HumanColorectumMSI-H6.28e-107.66e-010.3487
22889KIAA0907HTA11_99999965104_69814HumanColorectumMSS1.31e-256.23e-010.281
22889KIAA0907HTA11_99999971662_82457HumanColorectumMSS8.45e-428.36e-010.3859
22889KIAA0907HTA11_99999973899_84307HumanColorectumMSS1.57e-072.95e-010.2585
22889KIAA0907HTA11_99999974143_84620HumanColorectumMSS4.93e-214.16e-010.3005
22889KIAA0907P1T-EHumanEsophagusESCC6.60e-115.93e-010.0875
22889KIAA0907P2T-EHumanEsophagusESCC1.84e-184.14e-010.1177
22889KIAA0907P4T-EHumanEsophagusESCC8.61e-223.34e-010.1323
22889KIAA0907P5T-EHumanEsophagusESCC1.65e-214.09e-010.1327
22889KIAA0907P8T-EHumanEsophagusESCC9.29e-213.70e-010.0889
22889KIAA0907P9T-EHumanEsophagusESCC1.80e-103.21e-010.1131
22889KIAA0907P10T-EHumanEsophagusESCC7.42e-377.41e-010.116
22889KIAA0907P11T-EHumanEsophagusESCC5.61e-096.86e-010.1426
22889KIAA0907P12T-EHumanEsophagusESCC4.34e-193.84e-010.1122
22889KIAA0907P15T-EHumanEsophagusESCC1.32e-196.02e-010.1149
22889KIAA0907P16T-EHumanEsophagusESCC2.33e-103.60e-010.1153
22889KIAA0907P17T-EHumanEsophagusESCC2.37e-071.84e-010.1278
22889KIAA0907P20T-EHumanEsophagusESCC1.29e-144.49e-010.1124
22889KIAA0907P21T-EHumanEsophagusESCC1.62e-122.53e-010.1617
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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
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
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
KIAA0907SNVMissense_Mutationc.917C>Gp.Ala306Glyp.A306GQ7Z7F0protein_codingtolerated(0.09)benign(0.208)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
KIAA0907SNVMissense_Mutationnovelc.617A>Cp.His206Prop.H206PQ7Z7F0protein_codingtolerated(0.35)benign(0.003)TCGA-AO-A1KP-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
KIAA0907SNVMissense_Mutationc.304N>Gp.Leu102Valp.L102VQ7Z7F0protein_codingtolerated(0.14)benign(0.188)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
KIAA0907SNVMissense_Mutationc.968A>Gp.Tyr323Cysp.Y323CQ7Z7F0protein_codingdeleterious(0)probably_damaging(0.973)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIAA0907SNVMissense_Mutationnovelc.617N>Cp.His206Prop.H206PQ7Z7F0protein_codingtolerated(0.35)benign(0.003)TCGA-D8-A1JI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
KIAA0907SNVMissense_Mutationnovelc.617N>Cp.His206Prop.H206PQ7Z7F0protein_codingtolerated(0.35)benign(0.003)TCGA-D8-A1X7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone Therapydoxorubicine+cyclophosphamide+tamoxifenSD
KIAA0907SNVMissense_Mutationc.1743N>Ap.His581Glnp.H581QQ7Z7F0protein_codingtolerated_low_confidence(0.17)benign(0.005)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
KIAA0907SNVMissense_Mutationnovelc.1394C>Gp.Thr465Argp.T465RQ7Z7F0protein_codingtolerated(0.16)probably_damaging(0.994)TCGA-PL-A8LV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
KIAA0907insertionFrame_Shift_Insnovelc.1618_1619insATCACACCp.Gly540AspfsTer8p.G540Dfs*8Q7Z7F0protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KIAA0907insertionFrame_Shift_Insnovelc.1617_1618insCACTTGAACTTGGGAGGTGGAGGTTGCCGTGAGCCAAp.Gly540HisfsTer22p.G540Hfs*22Q7Z7F0protein_codingTCGA-A8-A08H-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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