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: FAM135A

Gene summary for FAM135A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM135A

Gene ID

57579

Gene namefamily with sequence similarity 135 member A
Gene AliasKIAA1411
Cytomap6q13
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q9P2D6


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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
57579FAM135ALZE21THumanEsophagusESCC2.70e-045.83e-010.0655
57579FAM135AP1T-EHumanEsophagusESCC1.41e-052.74e-010.0875
57579FAM135AP2T-EHumanEsophagusESCC6.00e-141.82e-010.1177
57579FAM135AP4T-EHumanEsophagusESCC4.62e-163.99e-010.1323
57579FAM135AP5T-EHumanEsophagusESCC1.76e-204.59e-010.1327
57579FAM135AP8T-EHumanEsophagusESCC1.35e-132.72e-010.0889
57579FAM135AP9T-EHumanEsophagusESCC4.24e-102.21e-010.1131
57579FAM135AP10T-EHumanEsophagusESCC1.55e-091.46e-010.116
57579FAM135AP11T-EHumanEsophagusESCC5.03e-114.64e-010.1426
57579FAM135AP12T-EHumanEsophagusESCC1.30e-346.58e-010.1122
57579FAM135AP15T-EHumanEsophagusESCC3.67e-173.71e-010.1149
57579FAM135AP16T-EHumanEsophagusESCC3.21e-212.89e-010.1153
57579FAM135AP17T-EHumanEsophagusESCC3.11e-021.19e-010.1278
57579FAM135AP19T-EHumanEsophagusESCC1.73e-032.44e-010.1662
57579FAM135AP20T-EHumanEsophagusESCC3.09e-184.09e-010.1124
57579FAM135AP21T-EHumanEsophagusESCC1.46e-092.29e-010.1617
57579FAM135AP22T-EHumanEsophagusESCC6.72e-071.71e-010.1236
57579FAM135AP23T-EHumanEsophagusESCC2.63e-216.19e-010.108
57579FAM135AP24T-EHumanEsophagusESCC1.18e-041.37e-010.1287
57579FAM135AP26T-EHumanEsophagusESCC6.29e-741.38e+000.1276
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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
FAM135ASNVMissense_Mutationc.2260N>Gp.Lys754Glup.K754EQ9P2D6protein_codingtolerated(0.06)benign(0.164)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM135ASNVMissense_Mutationc.3889G>Cp.Asp1297Hisp.D1297HQ9P2D6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
FAM135ASNVMissense_Mutationrs757683614c.1525N>Ap.Leu509Ilep.L509IQ9P2D6protein_codingtolerated(0.28)benign(0.003)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM135ASNVMissense_Mutationc.868N>Cp.Val290Leup.V290LQ9P2D6protein_codingtolerated(0.58)benign(0.051)TCGA-D8-A13Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
FAM135ASNVMissense_Mutationrs762402721c.3130G>Tp.Gly1044Cysp.G1044CQ9P2D6protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
FAM135ASNVMissense_Mutationc.4022G>Cp.Arg1341Thrp.R1341TQ9P2D6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
FAM135ASNVMissense_Mutationnovelc.1148N>Tp.Ser383Phep.S383FQ9P2D6protein_codingdeleterious(0)probably_damaging(0.994)TCGA-XX-A899-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
FAM135AinsertionFrame_Shift_Insnovelc.749_750insAGCCTTCAAGGGATTGCTATGTTGCTCAGGCTGGTATCAAACTCTTGGCCTCAAGCAATCCTCCAGGCTAp.His256LeufsTer53p.H256Lfs*53Q9P2D6protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FAM135AdeletionFrame_Shift_Delnovelc.3503_3506delATTCp.Tyr1168PhefsTer45p.Y1168Ffs*45Q9P2D6protein_codingTCGA-B6-A3ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
FAM135ASNVMissense_Mutationrs868795794c.2339C>Tp.Ala780Valp.A780VQ9P2D6protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-2W-A8YY-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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