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: FAM107A

Gene summary for FAM107A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM107A

Gene ID

11170

Gene namefamily with sequence similarity 107 member A
Gene AliasDRR1
Cytomap3p14.3-p14.2
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

O95990


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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
11170FAM107AGSM5252134_BPH511PrG_Fcol_3GEXHumanProstateBPH2.66e-02-1.43e-01-0.1433
11170FAM107A047563_1562-all-cellsHumanProstateBPH3.06e-04-1.57e-010.0791
11170FAM107A048752_1579-all-cellsHumanProstateBPH1.71e-02-1.41e-010.1008
11170FAM107A052095_1628-all-cellsHumanProstateBPH4.66e-02-1.13e-010.1032
11170FAM107ADong_P1HumanProstateTumor5.99e-06-1.87e-010.035
11170FAM107ADong_P3HumanProstateTumor7.79e-052.77e-020.0278
11170FAM107ADong_P5HumanProstateTumor3.90e-04-1.84e-010.053
11170FAM107AGSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor9.19e-088.30e-010.1608
11170FAM107AGSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor2.05e-058.82e-010.1622
11170FAM107AGSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor2.76e-054.39e-010.1575
11170FAM107AGSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor7.02e-126.45e-010.1545
11170FAM107AGSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor6.18e-127.04e-010.1569
11170FAM107Amale-WTAHumanThyroidPTC2.08e-066.76e-020.1037
11170FAM107APTC05HumanThyroidPTC1.89e-032.22e-010.2065
11170FAM107APTC06HumanThyroidPTC1.53e-122.37e-010.2057
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00000825ProstateBPHG1/S transition of mitotic cell cycle62/3107214/187233.93e-065.97e-0562
GO:00313985ProstateBPHpositive regulation of protein ubiquitination39/3107119/187231.09e-051.50e-0439
GO:19028063ProstateBPHregulation of cell cycle G1/S phase transition50/3107168/187231.47e-051.89e-0450
GO:20000454ProstateBPHregulation of G1/S transition of mitotic cell cycle44/3107142/187231.55e-051.96e-0444
GO:00713847ProstateBPHcellular response to corticosteroid stimulus24/310761/187231.86e-052.29e-0424
GO:19019904ProstateBPHregulation of mitotic cell cycle phase transition77/3107299/187233.36e-053.77e-0477
GO:00328862ProstateBPHregulation of microtubule-based process64/3107240/187234.93e-055.11e-0464
GO:20001342ProstateBPHnegative regulation of G1/S transition of mitotic cell cycle28/310784/187231.31e-041.18e-0328
GO:00457863ProstateBPHnegative regulation of cell cycle91/3107385/187232.10e-041.71e-0391
GO:00459303ProstateBPHnegative regulation of mitotic cell cycle60/3107235/187233.00e-042.32e-0360
GO:19019874ProstateBPHregulation of cell cycle phase transition89/3107390/187238.17e-045.34e-0389
GO:19028072ProstateBPHnegative regulation of cell cycle G1/S phase transition28/310793/187238.54e-045.53e-0328
GO:00108124ProstateBPHnegative regulation of cell-substrate adhesion22/310768/187231.04e-036.52e-0322
GO:19019913ProstateBPHnegative regulation of mitotic cell cycle phase transition46/3107179/187231.24e-037.51e-0346
GO:0050890ProstateBPHcognition69/3107296/187231.68e-039.69e-0369
GO:0051895ProstateBPHnegative regulation of focal adhesion assembly8/310718/187235.17e-032.43e-028
GO:0150118ProstateBPHnegative regulation of cell-substrate junction organization8/310718/187235.17e-032.43e-028
GO:003164719ProstateTumorregulation of protein stability112/3246298/187234.18e-171.18e-14112
GO:003297019ProstateTumorregulation of actin filament-based process133/3246397/187232.59e-154.35e-13133
GO:004854519ProstateTumorresponse to steroid hormone118/3246339/187234.46e-156.94e-13118
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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
FAM107ASNVMissense_Mutationc.384N>Cp.Glu128Aspp.E128DO95990protein_codingdeleterious(0.04)possibly_damaging(0.769)TCGA-BH-A18R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationc.408G>Cp.Gln136Hisp.Q136HO95990protein_codingdeleterious(0)probably_damaging(0.999)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
FAM107ASNVMissense_Mutationrs373429682c.91G>Ap.Ala31Thrp.A31TO95990protein_codingtolerated(0.06)benign(0.05)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationc.119N>Ap.Arg40Glnp.R40QO95990protein_codingtolerated(0.56)benign(0.031)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationrs753821366c.487N>Tp.Arg163Trpp.R163WO95990protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationnovelc.191N>Gp.Lys64Argp.K64RO95990protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationnovelc.184C>Tp.Pro62Serp.P62SO95990protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationc.172N>Ap.Glu58Lysp.E58KO95990protein_codingdeleterious(0.01)possibly_damaging(0.64)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationrs755089230c.400N>Tp.Arg134Trpp.R134WO95990protein_codingdeleterious(0.01)probably_damaging(1)TCGA-D1-A167-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FAM107ASNVMissense_Mutationc.141G>Tp.Met47Ilep.M47IO95990protein_codingdeleterious(0.05)benign(0.281)TCGA-D1-A17M-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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