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: FAM161A

Gene summary for FAM161A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM161A

Gene ID

84140

Gene nameFAM161 centrosomal protein A
Gene AliasRP28
Cytomap2p15
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q3B820


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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
84140FAM161ALZE4THumanEsophagusESCC2.62e-093.12e-010.0811
84140FAM161ALZE7THumanEsophagusESCC3.85e-042.78e-010.0667
84140FAM161ALZE21THumanEsophagusESCC8.32e-052.31e-010.0655
84140FAM161AP1T-EHumanEsophagusESCC3.36e-043.07e-010.0875
84140FAM161AP2T-EHumanEsophagusESCC9.57e-285.90e-010.1177
84140FAM161AP4T-EHumanEsophagusESCC1.30e-083.05e-010.1323
84140FAM161AP5T-EHumanEsophagusESCC6.31e-071.04e-010.1327
84140FAM161AP8T-EHumanEsophagusESCC2.86e-031.54e-010.0889
84140FAM161AP10T-EHumanEsophagusESCC2.65e-193.96e-010.116
84140FAM161AP11T-EHumanEsophagusESCC1.05e-073.39e-010.1426
84140FAM161AP12T-EHumanEsophagusESCC1.32e-163.73e-010.1122
84140FAM161AP15T-EHumanEsophagusESCC2.58e-082.45e-010.1149
84140FAM161AP16T-EHumanEsophagusESCC2.67e-133.22e-010.1153
84140FAM161AP21T-EHumanEsophagusESCC3.28e-021.16e-010.1617
84140FAM161AP22T-EHumanEsophagusESCC2.49e-101.87e-010.1236
84140FAM161AP23T-EHumanEsophagusESCC4.59e-021.18e-010.108
84140FAM161AP24T-EHumanEsophagusESCC4.84e-036.55e-020.1287
84140FAM161AP26T-EHumanEsophagusESCC8.88e-164.06e-010.1276
84140FAM161AP27T-EHumanEsophagusESCC8.90e-143.65e-010.1055
84140FAM161AP28T-EHumanEsophagusESCC1.18e-103.21e-010.1149
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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
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
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:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:19019835EsophagusESCCregulation of protein acetylation49/855277/187231.12e-035.60e-0349
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:19019831LiverHCCregulation of protein acetylation48/795877/187233.49e-042.43e-0348
GO:1901985LiverHCCpositive regulation of protein acetylation27/795845/187231.35e-024.80e-0227
GO:00064737ThyroidPTCprotein acetylation116/5968201/187233.05e-141.92e-12116
GO:00435437ThyroidPTCprotein acylation134/5968243/187234.22e-142.58e-12134
GO:19019837ThyroidPTCregulation of protein acetylation46/596877/187234.26e-077.03e-0646
GO:19019852ThyroidPTCpositive regulation of protein acetylation26/596845/187232.94e-042.08e-0326
GO:000647315ThyroidATCprotein acetylation116/6293201/187231.75e-127.33e-11116
GO:004354315ThyroidATCprotein acylation134/6293243/187233.46e-121.40e-10134
GO:190198314ThyroidATCregulation of protein acetylation45/629377/187236.70e-066.93e-0545
GO:19019851ThyroidATCpositive regulation of protein acetylation24/629345/187234.97e-032.03e-0224
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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
FAM161ASNVMissense_Mutationrs267599420c.1285N>Tp.Pro429Serp.P429SQ3B820protein_codingdeleterious(0.05)probably_damaging(0.959)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FAM161ASNVMissense_Mutationnovelc.2036N>Tp.Arg679Ilep.R679IQ3B820protein_codingdeleterious(0.01)possibly_damaging(0.748)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM161ASNVMissense_Mutationrs747223820c.1429N>Ap.Glu477Lysp.E477KQ3B820protein_codingtolerated(0.52)benign(0.009)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM161ASNVMissense_Mutationrs766328719c.787N>Ap.Glu263Lysp.E263KQ3B820protein_codingdeleterious(0.02)possibly_damaging(0.828)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM161ASNVMissense_Mutationc.127G>Ap.Glu43Lysp.E43KQ3B820protein_codingtolerated(0.31)benign(0.009)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FAM161ASNVMissense_Mutationc.2041N>Gp.Asn681Aspp.N681DQ3B820protein_codingtolerated(0.18)benign(0.012)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM161ASNVMissense_Mutationc.1419N>Cp.Leu473Phep.L473FQ3B820protein_codingdeleterious(0)probably_damaging(0.951)TCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
FAM161ASNVMissense_Mutationnovelc.674G>Ap.Arg225Lysp.R225KQ3B820protein_codingtolerated(0.85)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM161ASNVMissense_Mutationnovelc.716N>Tp.Pro239Leup.P239LQ3B820protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM161ASNVMissense_Mutationnovelc.322N>Ap.Glu108Lysp.E108KQ3B820protein_codingtolerated(0.09)benign(0.055)TCGA-VS-A8EI-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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