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: FNIP1

Gene summary for FNIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FNIP1

Gene ID

96459

Gene namefolliculin interacting protein 1
Gene AliasFNIP1
Cytomap5q31.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8TF40


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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
96459FNIP1LZE4THumanEsophagusESCC2.64e-103.61e-010.0811
96459FNIP1LZE5THumanEsophagusESCC9.34e-042.66e-010.0514
96459FNIP1LZE7THumanEsophagusESCC4.98e-062.87e-010.0667
96459FNIP1LZE8THumanEsophagusESCC2.67e-132.61e-010.067
96459FNIP1LZE20THumanEsophagusESCC1.11e-051.54e-010.0662
96459FNIP1LZE21D1HumanEsophagusHGIN4.99e-031.67e-010.0632
96459FNIP1LZE22D1HumanEsophagusHGIN3.99e-021.04e-010.0595
96459FNIP1LZE22THumanEsophagusESCC4.69e-096.20e-010.068
96459FNIP1LZE24THumanEsophagusESCC1.66e-193.36e-010.0596
96459FNIP1LZE21THumanEsophagusESCC3.85e-063.32e-010.0655
96459FNIP1LZE6THumanEsophagusESCC1.29e-041.54e-010.0845
96459FNIP1P1T-EHumanEsophagusESCC7.84e-123.35e-010.0875
96459FNIP1P2T-EHumanEsophagusESCC3.93e-354.72e-010.1177
96459FNIP1P4T-EHumanEsophagusESCC8.64e-194.01e-010.1323
96459FNIP1P5T-EHumanEsophagusESCC6.64e-182.29e-010.1327
96459FNIP1P8T-EHumanEsophagusESCC9.24e-233.05e-010.0889
96459FNIP1P9T-EHumanEsophagusESCC2.13e-183.39e-010.1131
96459FNIP1P10T-EHumanEsophagusESCC1.67e-283.93e-010.116
96459FNIP1P11T-EHumanEsophagusESCC3.92e-164.77e-010.1426
96459FNIP1P12T-EHumanEsophagusESCC2.35e-284.58e-010.1122
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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
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
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
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:004328126EsophagusHGINregulation of cysteine-type endopeptidase activity involved in apoptotic process59/2587209/187233.39e-081.97e-0659
GO:200011626EsophagusHGINregulation of cysteine-type endopeptidase activity63/2587235/187239.71e-085.02e-0663
GO:005254726EsophagusHGINregulation of peptidase activity102/2587461/187236.29e-072.72e-05102
GO:003133425EsophagusHGINpositive regulation of protein-containing complex assembly61/2587237/187237.10e-073.00e-0561
GO:005254826EsophagusHGINregulation of endopeptidase activity96/2587432/187231.09e-064.30e-0596
GO:004325427EsophagusHGINregulation of protein-containing complex assembly94/2587428/187232.39e-068.55e-0594
GO:007149626EsophagusHGINcellular response to external stimulus71/2587320/187232.77e-057.19e-0471
GO:003166820EsophagusHGINcellular response to extracellular stimulus56/2587246/187239.05e-051.97e-0356
GO:003166920EsophagusHGINcellular response to nutrient levels47/2587215/187238.20e-041.07e-0247
GO:200011720EsophagusHGINnegative regulation of cysteine-type endopeptidase activity23/258786/187231.12e-031.37e-0223
GO:003166726EsophagusHGINresponse to nutrient levels89/2587474/187231.41e-031.64e-0289
GO:004315419EsophagusHGINnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process21/258778/187231.65e-031.82e-0221
GO:004586126EsophagusHGINnegative regulation of proteolysis68/2587351/187232.21e-032.28e-0268
GO:005134620EsophagusHGINnegative regulation of hydrolase activity72/2587379/187232.81e-032.75e-0272
GO:000926719EsophagusHGINcellular response to starvation34/2587156/187234.21e-033.77e-0234
GO:004259418EsophagusHGINresponse to starvation41/2587197/187234.34e-033.84e-0241
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0031334111EsophagusESCCpositive regulation of protein-containing complex assembly166/8552237/187232.06e-141.07e-12166
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041505EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0415013EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa041502LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa0415011LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa041504Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa0415012Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa0415021Oral cavityEOLPmTOR signaling pathway34/1218156/84657.59e-032.17e-021.28e-0234
hsa041503Oral cavityEOLPmTOR signaling pathway34/1218156/84657.59e-032.17e-021.28e-0234
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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
FNIP1SNVMissense_Mutationc.3239C>Gp.Ser1080Cysp.S1080CQ8TF40protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FNIP1SNVMissense_Mutationrs148075882c.3071N>Ap.Arg1024Hisp.R1024HQ8TF40protein_codingdeleterious(0)possibly_damaging(0.891)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FNIP1SNVMissense_Mutationnovelc.1175N>Ap.Arg392Glnp.R392QQ8TF40protein_codingdeleterious(0)possibly_damaging(0.767)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FNIP1SNVMissense_Mutationc.1334N>Gp.Asn445Serp.N445SQ8TF40protein_codingdeleterious(0.01)benign(0.037)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FNIP1SNVMissense_Mutationc.668N>Tp.Gly223Valp.G223VQ8TF40protein_codingdeleterious(0.03)probably_damaging(0.982)TCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FNIP1insertionFrame_Shift_Insnovelc.3310_3311insGCACAAGGGAp.Val1104GlyfsTer8p.V1104Gfs*8Q8TF40protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FNIP1SNVMissense_Mutationnovelc.1598N>Gp.Gln533Argp.Q533RQ8TF40protein_codingtolerated(0.08)benign(0.039)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FNIP1SNVMissense_Mutationc.1300N>Tp.Arg434Cysp.R434CQ8TF40protein_codingdeleterious(0.04)benign(0.222)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FNIP1SNVMissense_Mutationnovelc.1759N>Gp.Thr587Alap.T587AQ8TF40protein_codingdeleterious(0.05)possibly_damaging(0.79)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
FNIP1SNVMissense_Mutationc.872G>Ap.Arg291Hisp.R291HQ8TF40protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=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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