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: FNIP2

Gene summary for FNIP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FNIP2

Gene ID

57600

Gene namefolliculin interacting protein 2
Gene AliasFNIPL
Cytomap4q32.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9P278


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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
57600FNIP2HTA11_3410_2000001011HumanColorectumAD7.15e-23-6.34e-010.0155
57600FNIP2HTA11_411_2000001011HumanColorectumSER9.49e-037.93e-01-0.2602
57600FNIP2HTA11_696_2000001011HumanColorectumAD8.02e-04-3.09e-01-0.1464
57600FNIP2HTA11_866_3004761011HumanColorectumAD2.21e-06-4.27e-010.096
57600FNIP2HTA11_9408_2000001011HumanColorectumAD2.54e-02-7.40e-010.0451
57600FNIP2HTA11_8622_2000001021HumanColorectumSER1.44e-03-4.20e-010.0528
57600FNIP2HTA11_10711_2000001011HumanColorectumAD1.51e-11-6.49e-010.0338
57600FNIP2HTA11_7696_3000711011HumanColorectumAD4.33e-16-5.24e-010.0674
57600FNIP2HTA11_6818_2000001011HumanColorectumAD2.90e-05-5.31e-010.0112
57600FNIP2HTA11_6818_2000001021HumanColorectumAD8.02e-07-4.68e-010.0588
57600FNIP2HTA11_99999974143_84620HumanColorectumMSS2.49e-21-5.94e-010.3005
57600FNIP2F007HumanColorectumFAP1.48e-03-2.82e-010.1176
57600FNIP2A002-C-010HumanColorectumFAP5.87e-04-2.99e-010.242
57600FNIP2A001-C-207HumanColorectumFAP4.98e-03-1.21e-010.1278
57600FNIP2A015-C-203HumanColorectumFAP1.44e-34-4.75e-01-0.1294
57600FNIP2A015-C-204HumanColorectumFAP2.72e-07-3.16e-01-0.0228
57600FNIP2A014-C-040HumanColorectumFAP1.72e-04-4.55e-01-0.1184
57600FNIP2A002-C-201HumanColorectumFAP2.23e-21-4.89e-010.0324
57600FNIP2A002-C-203HumanColorectumFAP2.08e-10-2.56e-010.2786
57600FNIP2A001-C-119HumanColorectumFAP2.30e-10-4.49e-01-0.1557
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0097193ColorectumADintrinsic apoptotic signaling pathway108/3918288/187236.25e-116.41e-09108
GO:0031334ColorectumADpositive regulation of protein-containing complex assembly91/3918237/187234.78e-103.99e-0891
GO:0018105ColorectumADpeptidyl-serine phosphorylation88/3918315/187231.73e-031.43e-0288
GO:0008630ColorectumADintrinsic apoptotic signaling pathway in response to DNA damage33/391899/187232.71e-032.05e-0233
GO:0018209ColorectumADpeptidyl-serine modification92/3918338/187233.19e-032.36e-0292
GO:00432541ColorectumSERregulation of protein-containing complex assembly119/2897428/187233.34e-115.86e-09119
GO:00971931ColorectumSERintrinsic apoptotic signaling pathway87/2897288/187231.67e-102.32e-0887
GO:00313341ColorectumSERpositive regulation of protein-containing complex assembly73/2897237/187231.89e-091.84e-0773
GO:00181051ColorectumSERpeptidyl-serine phosphorylation66/2897315/187235.47e-034.06e-0266
GO:00971932ColorectumMSSintrinsic apoptotic signaling pathway102/3467288/187236.06e-129.82e-10102
GO:00432542ColorectumMSSregulation of protein-containing complex assembly130/3467428/187231.38e-091.03e-07130
GO:00313342ColorectumMSSpositive regulation of protein-containing complex assembly82/3467237/187232.49e-091.75e-0782
GO:00181052ColorectumMSSpeptidyl-serine phosphorylation81/3467315/187238.92e-049.12e-0381
GO:00182091ColorectumMSSpeptidyl-serine modification84/3467338/187232.12e-031.79e-0284
GO:00432544ColorectumFAPregulation of protein-containing complex assembly101/2622428/187235.18e-084.07e-06101
GO:00313344ColorectumFAPpositive regulation of protein-containing complex assembly62/2622237/187235.03e-072.61e-0562
GO:00181053ColorectumFAPpeptidyl-serine phosphorylation71/2622315/187232.51e-055.82e-0471
GO:00971934ColorectumFAPintrinsic apoptotic signaling pathway66/2622288/187232.76e-056.33e-0466
GO:00182092ColorectumFAPpeptidyl-serine modification73/2622338/187238.47e-051.51e-0373
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04150ColorectumMSSmTOR signaling pathway47/1875156/84651.19e-023.99e-022.44e-0247
hsa041501ColorectumMSSmTOR signaling pathway47/1875156/84651.19e-023.99e-022.44e-0247
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
FNIP2SNVMissense_Mutationrs763748801c.2678N>Tp.Ser893Leup.S893LQ9P278protein_codingtolerated(0.07)benign(0.009)TCGA-A8-A082-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FNIP2SNVMissense_Mutationrs763748801c.2678N>Tp.Ser893Leup.S893LQ9P278protein_codingtolerated(0.07)benign(0.009)TCGA-A8-A08G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FNIP2SNVMissense_Mutationc.700N>Cp.Asp234Hisp.D234HQ9P278protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
FNIP2insertionFrame_Shift_Insnovelc.2673_2674insATAAAACCTTCp.Ser892IlefsTer23p.S892Ifs*23Q9P278protein_codingTCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
FNIP2insertionIn_Frame_Insnovelc.180_181insTGTGTCTTATTTp.Arg60_Gln61insCysValLeuPhep.R60_Q61insCVLFQ9P278protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
FNIP2insertionIn_Frame_Insnovelc.182_183insTTTATATCATCTCCTp.Gln61delinsHisLeuTyrHisLeuLeup.Q61delinsHLYHLLQ9P278protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
FNIP2deletionFrame_Shift_Delc.697delNp.Glu233LysfsTer13p.E233Kfs*13Q9P278protein_codingTCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FNIP2insertionFrame_Shift_Insnovelc.2333_2334insCCCTGACAGACATCTCCGGGAGAAACCTp.Gln780AspfsTer18p.Q780Dfs*18Q9P278protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FNIP2insertionIn_Frame_Insnovelc.2258_2259insGGCTGCTGATGTp.Ala755_Ala758dupp.A755_A758dupQ9P278protein_codingTCGA-EW-A1OX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
FNIP2SNVMissense_Mutationrs186888808c.2495G>Ap.Arg832Lysp.R832KQ9P278protein_codingtolerated(1)benign(0)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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