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: FAM13B

Gene summary for FAM13B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM13B

Gene ID

51306

Gene namefamily with sequence similarity 13 member B
Gene AliasARHGAP49
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q9NYF5


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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
51306FAM13BCCI_2HumanCervixCC1.19e-071.34e+000.5249
51306FAM13BCCI_3HumanCervixCC5.29e-056.98e-010.516
51306FAM13BAEH-subject1HumanEndometriumAEH8.83e-053.28e-01-0.3059
51306FAM13BAEH-subject2HumanEndometriumAEH5.29e-042.33e-01-0.2525
51306FAM13BAEH-subject3HumanEndometriumAEH1.86e-103.31e-01-0.2576
51306FAM13BAEH-subject4HumanEndometriumAEH7.44e-063.51e-01-0.2657
51306FAM13BAEH-subject5HumanEndometriumAEH7.60e-084.01e-01-0.2953
51306FAM13BEEC-subject1HumanEndometriumEEC2.70e-083.37e-01-0.2682
51306FAM13BEEC-subject4HumanEndometriumEEC7.92e-032.00e-01-0.2571
51306FAM13BEEC-subject5HumanEndometriumEEC1.20e-021.96e-01-0.249
51306FAM13BGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.31e-09-1.36e-01-0.1869
51306FAM13BGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC3.65e-04-1.77e-01-0.1875
51306FAM13BGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.43e-09-1.40e-01-0.1883
51306FAM13BGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC6.20e-09-7.39e-02-0.1934
51306FAM13BGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.43e-11-1.75e-02-0.1917
51306FAM13BGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC6.79e-13-7.98e-02-0.1916
51306FAM13BLZE4THumanEsophagusESCC8.27e-082.74e-010.0811
51306FAM13BLZE5THumanEsophagusESCC1.87e-052.19e-010.0514
51306FAM13BLZE7THumanEsophagusESCC1.82e-062.56e-010.0667
51306FAM13BLZE8THumanEsophagusESCC3.84e-114.28e-010.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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
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:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:00510567EndometriumAEHregulation of small GTPase mediated signal transduction59/2100302/187231.43e-053.03e-0459
GO:005105612EndometriumEECregulation of small GTPase mediated signal transduction61/2168302/187239.42e-062.08e-0461
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:00510564LiverNAFLDregulation of small GTPase mediated signal transduction56/1882302/187234.62e-061.75e-0456
GO:00510565LungIACregulation of small GTPase mediated signal transduction70/2061302/187239.44e-101.87e-0770
GO:005105611LungAISregulation of small GTPase mediated signal transduction66/1849302/187234.26e-109.53e-0866
GO:005105621LungMIACregulation of small GTPase mediated signal transduction35/967302/187236.81e-066.35e-0435
GO:00510568ProstateBPHregulation of small GTPase mediated signal transduction78/3107302/187232.69e-053.16e-0478
GO:005105613ProstateTumorregulation of small GTPase mediated signal transduction80/3246302/187233.96e-054.57e-0480
GO:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
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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
FAM13BSNVMissense_Mutationc.1552N>Tp.Pro518Serp.P518SQ9NYF5protein_codingdeleterious(0)probably_damaging(0.913)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FAM13BSNVMissense_Mutationrs201081598c.2445N>Gp.Asn815Lysp.N815KQ9NYF5protein_codingtolerated(0.24)benign(0.015)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM13BSNVMissense_Mutationnovelc.715G>Cp.Glu239Glnp.E239QQ9NYF5protein_codingtolerated(0.41)probably_damaging(0.986)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
FAM13BSNVMissense_Mutationc.2071N>Gp.Arg691Glyp.R691GQ9NYF5protein_codingtolerated(0.37)benign(0.079)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM13BSNVMissense_Mutationc.1521G>Cp.Met507Ilep.M507IQ9NYF5protein_codingdeleterious(0.04)probably_damaging(0.985)TCGA-D8-A1X9-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycin+cyclophosphamideSD
FAM13BSNVMissense_Mutationc.500T>Cp.Ile167Thrp.I167TQ9NYF5protein_codingtolerated(0.3)benign(0.147)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
FAM13BSNVMissense_Mutationc.1480N>Ap.Glu494Lysp.E494KQ9NYF5protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM13BSNVMissense_Mutationc.1700N>Cp.Arg567Thrp.R567TQ9NYF5protein_codingtolerated(0.32)benign(0.047)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAM13BinsertionNonsense_Mutationnovelc.815_816insTTAATTTATTACTATTTTTTGAGACCAGAGTp.Ile273Terp.I273*Q9NYF5protein_codingTCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
FAM13BSNVMissense_Mutationc.2347N>Ap.Glu783Lysp.E783KQ9NYF5protein_codingtolerated(0.91)possibly_damaging(0.82)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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