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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: KRT17

Gene summary for KRT17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KRT17

Gene ID

3872

Gene namekeratin 17
Gene Alias39.1
Cytomap17q21.2
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

Q04695


Top

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
3872KRT17GSM4909281HumanBreastIDC7.24e-358.45e-010.21
3872KRT17GSM4909282HumanBreastIDC3.30e-601.05e+00-0.0288
3872KRT17GSM4909285HumanBreastIDC5.79e-053.87e-010.21
3872KRT17GSM4909286HumanBreastIDC4.71e-04-4.64e-010.1081
3872KRT17GSM4909287HumanBreastIDC6.74e-05-3.97e-010.2057
3872KRT17GSM4909290HumanBreastIDC4.72e-24-8.24e-010.2096
3872KRT17GSM4909291HumanBreastIDC2.77e-11-6.34e-010.1753
3872KRT17GSM4909293HumanBreastIDC4.09e-30-7.68e-010.1581
3872KRT17GSM4909294HumanBreastIDC1.83e-31-7.76e-010.2022
3872KRT17GSM4909295HumanBreastIDC1.04e-158.99e-010.0898
3872KRT17GSM4909296HumanBreastIDC2.26e-31-7.81e-010.1524
3872KRT17GSM4909297HumanBreastIDC4.83e-28-7.90e-010.1517
3872KRT17GSM4909298HumanBreastIDC5.48e-22-7.69e-010.1551
3872KRT17GSM4909299HumanBreastIDC1.56e-033.99e-010.035
3872KRT17GSM4909300HumanBreastIDC8.60e-046.17e-010.0334
3872KRT17GSM4909301HumanBreastIDC9.76e-39-8.54e-010.1577
3872KRT17GSM4909302HumanBreastIDC1.78e-27-7.37e-010.1545
3872KRT17GSM4909303HumanBreastIDC1.41e-13-8.61e-010.0438
3872KRT17GSM4909304HumanBreastIDC1.98e-41-8.57e-010.1636
3872KRT17GSM4909306HumanBreastIDC1.61e-12-6.25e-010.1564
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00064179BreastPrecancerregulation of translation67/1080468/187234.71e-127.64e-1067
GO:00457279BreastPrecancerpositive regulation of translation32/1080136/187235.89e-129.27e-1032
GO:00342509BreastPrecancerpositive regulation of cellular amide metabolic process33/1080162/187231.72e-101.77e-0833
GO:0045104BreastPrecancerintermediate filament cytoskeleton organization11/108051/187231.26e-042.22e-0311
GO:0045103BreastPrecancerintermediate filament-based process11/108052/187231.52e-042.60e-0311
GO:00085445BreastPrecancerepidermis development35/1080324/187232.71e-043.96e-0335
GO:00160497BreastPrecancercell growth46/1080482/187235.63e-047.16e-0346
GO:00099136BreastPrecancerepidermal cell differentiation23/1080202/187231.43e-031.50e-0223
GO:00015587BreastPrecancerregulation of cell growth39/1080414/187231.81e-031.78e-0239
GO:00302163BreastPrecancerkeratinocyte differentiation17/1080139/187232.71e-032.39e-0217
GO:000641714BreastIDCregulation of translation74/1434468/187231.67e-091.53e-0774
GO:004572714BreastIDCpositive regulation of translation33/1434136/187231.92e-091.73e-0733
GO:003425014BreastIDCpositive regulation of cellular amide metabolic process35/1434162/187231.63e-081.16e-0635
GO:000854412BreastIDCepidermis development41/1434324/187231.03e-031.14e-0241
GO:001604913BreastIDCcell growth56/1434482/187231.16e-031.26e-0256
GO:00451041BreastIDCintermediate filament cytoskeleton organization11/143451/187231.40e-031.44e-0211
GO:000155813BreastIDCregulation of cell growth49/1434414/187231.55e-031.55e-0249
GO:000991312BreastIDCepidermal cell differentiation28/1434202/187231.62e-031.60e-0228
GO:00451031BreastIDCintermediate filament-based process11/143452/187231.66e-031.63e-0211
GO:00302161BreastIDCkeratinocyte differentiation21/1434139/187232.06e-031.95e-0221
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0491518BreastPrecancerEstrogen signaling pathway28/684138/84654.10e-065.39e-054.13e-0528
hsa0491519BreastPrecancerEstrogen signaling pathway28/684138/84654.10e-065.39e-054.13e-0528
hsa0491523BreastIDCEstrogen signaling pathway35/867138/84652.55e-075.18e-063.88e-0635
hsa0491533BreastIDCEstrogen signaling pathway35/867138/84652.55e-075.18e-063.88e-0635
hsa0491542BreastDCISEstrogen signaling pathway35/846138/84651.40e-072.51e-061.85e-0635
hsa05150BreastDCISStaphylococcus aureus infection19/84696/84652.68e-031.67e-021.23e-0219
hsa0491552BreastDCISEstrogen signaling pathway35/846138/84651.40e-072.51e-061.85e-0635
hsa051501BreastDCISStaphylococcus aureus infection19/84696/84652.68e-031.67e-021.23e-0219
hsa0491520CervixCCEstrogen signaling pathway44/1267138/84653.55e-073.97e-062.35e-0644
hsa04915110CervixCCEstrogen signaling pathway44/1267138/84653.55e-073.97e-062.35e-0644
hsa051504CervixHSIL_HPVStaphylococcus aureus infection21/45996/84652.93e-081.43e-061.16e-0621
hsa0491524CervixHSIL_HPVEstrogen signaling pathway19/459138/84651.54e-041.74e-031.40e-0319
hsa0515011CervixHSIL_HPVStaphylococcus aureus infection21/45996/84652.93e-081.43e-061.16e-0621
hsa0491534CervixHSIL_HPVEstrogen signaling pathway19/459138/84651.54e-041.74e-031.40e-0319
hsa0491516LungIACEstrogen signaling pathway28/1053138/84655.64e-032.45e-021.63e-0228
hsa0491517LungIACEstrogen signaling pathway28/1053138/84655.64e-032.45e-021.63e-0228
hsa0491529Oral cavityEOLPEstrogen signaling pathway38/1218138/84653.78e-051.82e-041.07e-0438
hsa04915113Oral cavityEOLPEstrogen signaling pathway38/1218138/84653.78e-051.82e-041.07e-0438
hsa0491527ProstateBPHEstrogen signaling pathway48/1718138/84654.60e-053.16e-041.96e-0448
hsa04915112ProstateBPHEstrogen signaling pathway48/1718138/84654.60e-053.16e-041.96e-0448
Page: 1 2 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
KRT17SNVMissense_Mutationrs755801047c.812N>Tp.Ala271Valp.A271VQ04695protein_codingtolerated(0.25)benign(0.162)TCGA-A7-A3J0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrazoleSD
KRT17SNVMissense_Mutationrs747613789c.88C>Tp.Arg30Trpp.R30WQ04695protein_codingtolerated(0.25)benign(0.353)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
KRT17SNVMissense_Mutationrs767912889c.814N>Ap.Glu272Lysp.E272KQ04695protein_codingdeleterious(0.05)benign(0.358)TCGA-C8-A12Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
KRT17SNVMissense_Mutationrs58730926c.280N>Tp.Arg94Cysp.R94CQ04695protein_codingdeleterious(0.04)benign(0.243)TCGA-D8-A13Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
KRT17SNVMissense_Mutationrs753353264c.803N>Ap.Arg268Hisp.R268HQ04695protein_codingdeleterious(0.03)benign(0.344)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KRT17SNVMissense_Mutationrs368091501c.769N>Tp.Arg257Cysp.R257CQ04695protein_codingdeleterious(0.01)possibly_damaging(0.632)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
KRT17SNVMissense_Mutationrs756693103c.539N>Ap.Arg180Hisp.R180HQ04695protein_codingdeleterious(0.03)benign(0.068)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KRT17SNVMissense_Mutationrs780251083c.538C>Tp.Arg180Cysp.R180CQ04695protein_codingdeleterious(0.03)benign(0.063)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
KRT17SNVMissense_Mutationrs143477910c.1009N>Ap.Val337Metp.V337MQ04695protein_codingtolerated(0.49)benign(0.017)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
KRT17SNVMissense_Mutationc.506T>Cp.Phe169Serp.F169SQ04695protein_codingdeleterious(0.02)benign(0.261)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

Top

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
3872KRT17NAIFN7516473
3872KRT17NATCDD9036934
Page: 1