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: FAM102A

Gene summary for FAM102A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM102A

Gene ID

399665

Gene namefamily with sequence similarity 102 member A
Gene AliasC9orf132
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q5T9C2


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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
399665FAM102ALZE4THumanEsophagusESCC1.15e-081.68e-010.0811
399665FAM102ALZE7THumanEsophagusESCC1.64e-052.36e-010.0667
399665FAM102ALZE8THumanEsophagusESCC2.23e-061.55e-010.067
399665FAM102ALZE20THumanEsophagusESCC9.26e-051.81e-010.0662
399665FAM102ALZE22D1HumanEsophagusHGIN2.64e-031.60e-010.0595
399665FAM102ALZE24THumanEsophagusESCC1.79e-217.45e-010.0596
399665FAM102ALZE21THumanEsophagusESCC1.87e-067.23e-010.0655
399665FAM102AP1T-EHumanEsophagusESCC4.88e-127.79e-010.0875
399665FAM102AP2T-EHumanEsophagusESCC2.50e-142.48e-010.1177
399665FAM102AP4T-EHumanEsophagusESCC3.18e-223.34e-010.1323
399665FAM102AP5T-EHumanEsophagusESCC4.59e-145.65e-020.1327
399665FAM102AP8T-EHumanEsophagusESCC1.17e-196.47e-010.0889
399665FAM102AP9T-EHumanEsophagusESCC8.28e-081.40e-010.1131
399665FAM102AP10T-EHumanEsophagusESCC1.02e-09-8.83e-030.116
399665FAM102AP11T-EHumanEsophagusESCC2.60e-113.59e-010.1426
399665FAM102AP12T-EHumanEsophagusESCC1.20e-132.56e-010.1122
399665FAM102AP15T-EHumanEsophagusESCC1.08e-215.86e-010.1149
399665FAM102AP16T-EHumanEsophagusESCC1.53e-102.58e-010.1153
399665FAM102AP19T-EHumanEsophagusESCC3.14e-023.03e-010.1662
399665FAM102AP20T-EHumanEsophagusESCC4.60e-213.82e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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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
FAM102ASNVMissense_Mutationc.326A>Tp.Glu109Valp.E109VQ5T9C2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A1-A0SE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM102ASNVMissense_Mutationrs372554454c.179N>Ap.Arg60Glnp.R60QQ5T9C2protein_codingtolerated(0.06)benign(0.137)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM102ASNVMissense_Mutationnovelc.179N>Tp.Arg60Leup.R60LQ5T9C2protein_codingdeleterious(0.02)benign(0.097)TCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FAM102ASNVMissense_Mutationc.775C>Ap.Arg259Serp.R259SQ5T9C2protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FAM102AdeletionFrame_Shift_Delc.939_964delNNNNNNNNNNNNNNNNNNNNNNNNNNp.Glu313AspfsTer61p.E313Dfs*61Q5T9C2protein_codingTCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
FAM102ASNVMissense_Mutationc.819N>Ap.Met273Ilep.M273IQ5T9C2protein_codingtolerated(0.45)benign(0.01)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FAM102ASNVMissense_Mutationrs532794999c.12G>Cp.Leu4Phep.L4FQ5T9C2protein_codingtolerated(0.15)probably_damaging(0.92)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
FAM102ASNVMissense_Mutationrs776105165c.484N>Gp.Ile162Valp.I162VQ5T9C2protein_codingtolerated(0.35)benign(0.003)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM102ASNVMissense_Mutationrs746058791c.596G>Ap.Arg199Glnp.R199QQ5T9C2protein_codingtolerated(0.07)benign(0.108)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAM102ASNVMissense_Mutationc.62T>Cp.Leu21Prop.L21PQ5T9C2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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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