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: FAM168A

Gene summary for FAM168A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM168A

Gene ID

23201

Gene namefamily with sequence similarity 168 member A
Gene AliasKIAA0280
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q92567


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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
23201FAM168AAEH-subject1HumanEndometriumAEH6.84e-153.85e-01-0.3059
23201FAM168AAEH-subject3HumanEndometriumAEH2.49e-072.80e-01-0.2576
23201FAM168AAEH-subject4HumanEndometriumAEH9.06e-042.87e-01-0.2657
23201FAM168AAEH-subject5HumanEndometriumAEH1.01e-175.58e-01-0.2953
23201FAM168AEEC-subject1HumanEndometriumEEC1.98e-114.21e-01-0.2682
23201FAM168AEEC-subject2HumanEndometriumEEC3.70e-063.00e-01-0.2607
23201FAM168AEEC-subject4HumanEndometriumEEC8.01e-052.54e-01-0.2571
23201FAM168AEEC-subject5HumanEndometriumEEC2.94e-103.58e-01-0.249
23201FAM168AGSM5276937HumanEndometriumEEC2.26e-02-9.53e-02-0.0897
23201FAM168AGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.57e-052.71e-02-0.1869
23201FAM168AGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC5.30e-063.51e-02-0.1875
23201FAM168AGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.87e-051.47e-03-0.1883
23201FAM168AGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.07e-032.14e-02-0.1934
23201FAM168AGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.62e-053.06e-02-0.1917
23201FAM168AGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.23e-08-1.85e-02-0.1916
23201FAM168ALZE22THumanEsophagusESCC1.87e-042.49e-010.068
23201FAM168ALZE24THumanEsophagusESCC7.45e-081.12e-010.0596
23201FAM168AP2T-EHumanEsophagusESCC3.91e-264.15e-010.1177
23201FAM168AP4T-EHumanEsophagusESCC1.35e-101.11e-010.1323
23201FAM168AP5T-EHumanEsophagusESCC6.74e-099.71e-020.1327
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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
∗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:200102010EndometriumAEHregulation of response to DNA damage stimulus40/2100219/187231.28e-031.09e-0240
GO:00510549EndometriumAEHpositive regulation of DNA metabolic process36/2100201/187233.05e-032.16e-0236
GO:005105412EndometriumEECpositive regulation of DNA metabolic process38/2168201/187231.55e-031.24e-0238
GO:200102014EndometriumEECregulation of response to DNA damage stimulus40/2168219/187232.30e-031.70e-0240
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:005105417EsophagusESCCpositive regulation of DNA metabolic process139/8552201/187231.20e-114.33e-10139
GO:2001020110EsophagusESCCregulation of response to DNA damage stimulus145/8552219/187235.97e-101.50e-08145
GO:20010228EsophagusESCCpositive regulation of response to DNA damage stimulus69/8552105/187232.66e-052.22e-0469
GO:00062843EsophagusESCCbase-excision repair33/855243/187233.25e-052.69e-0433
GO:00062826EsophagusESCCregulation of DNA repair82/8552130/187234.65e-053.66e-0482
GO:00457395EsophagusESCCpositive regulation of DNA repair49/855273/187231.74e-041.14e-0349
GO:005105221LiverHCCregulation of DNA metabolic process198/7958359/187237.62e-071.17e-05198
GO:200102021LiverHCCregulation of response to DNA damage stimulus128/7958219/187231.31e-061.90e-05128
GO:005105411LiverHCCpositive regulation of DNA metabolic process113/7958201/187235.76e-055.33e-04113
GO:200102211LiverHCCpositive regulation of response to DNA damage stimulus64/7958105/187231.03e-048.88e-0464
GO:00062824LiverHCCregulation of DNA repair74/7958130/187236.27e-043.89e-0374
GO:00457393LiverHCCpositive regulation of DNA repair43/795873/187233.43e-031.55e-0243
GO:0006284LiverHCCbase-excision repair27/795843/187235.79e-032.40e-0227
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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
FAM168ASNVMissense_Mutationc.411C>Gp.Ile137Metp.I137MQ92567protein_codingtolerated(0.13)possibly_damaging(0.654)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM168ASNVMissense_Mutationc.586N>Tp.Gly196Cysp.G196CQ92567protein_codingdeleterious(0)probably_damaging(0.998)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM168ASNVMissense_Mutationrs200934649c.338N>Tp.Pro113Leup.P113LQ92567protein_codingtolerated(0.18)possibly_damaging(0.572)TCGA-AH-6544-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
FAM168AdeletionFrame_Shift_Delnovelc.725delNp.Pro242HisfsTer31p.P242Hfs*31Q92567protein_codingTCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM168ASNVMissense_Mutationnovelc.118N>Ap.Leu40Metp.L40MQ92567protein_codingtolerated(1)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FAM168ASNVMissense_Mutationrs568533341c.68N>Tp.Thr23Metp.T23MQ92567protein_codingdeleterious(0)possibly_damaging(0.725)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FAM168ASNVMissense_Mutationrs768181792c.275N>Ap.Arg92Glnp.R92QQ92567protein_codingtolerated_low_confidence(0.43)probably_damaging(0.947)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
FAM168ASNVMissense_Mutationrs752569750c.718G>Ap.Val240Metp.V240MQ92567protein_codingdeleterious_low_confidence(0.03)probably_damaging(0.987)TCGA-B5-A11W-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM168ASNVMissense_Mutationrs367570839c.653N>Tp.Ala218Valp.A218VQ92567protein_codingdeleterious(0.02)benign(0.029)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FAM168ASNVMissense_Mutationc.268G>Ap.Glu90Lysp.E90KQ92567protein_codingtolerated_low_confidence(0.4)probably_damaging(0.956)TCGA-BG-A0VZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinCR
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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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