Tissue | Expression Dynamics | Abbreviation |
Cervix | ![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.](images/deg_images/Cervix/KLF5_pca_on_diff_genes.png) | CC: Cervix cancer |
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions |
N_HPV: HPV-infected normal cervix |
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.](images/deg_images/Colorectum/Becker/KLF5_pca_on_diff_genes.png) | 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.](images/deg_images/Colorectum/Chen/KLF5_pca_on_diff_genes.png) | AD: Adenomas |
SER: Sessile serrated lesions |
MSI-H: Microsatellite-high colorectal cancer |
MSS: Microsatellite stable colorectal cancer |
Endometrium | ![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.](images/deg_images/Endometrium/KLF5_pca_on_diff_genes.png) | AEH: Atypical endometrial hyperplasia |
EEC: Endometrioid Cancer |
Esophagus | ![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.](images/deg_images/Esophagus/KLF5_pca_on_diff_genes.png) | ESCC: Esophageal squamous cell carcinoma |
HGIN: High-grade intraepithelial neoplasias |
LGIN: Low-grade intraepithelial neoplasias |
GC | ![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.](images/deg_images/GC/KLF5_pca_on_diff_genes.png) | 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 |
Liver | ![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.](images/deg_images/Liver/KLF5_pca_on_diff_genes.png) | HCC: Hepatocellular carcinoma |
NAFLD: Non-alcoholic fatty liver disease |
Lung | ![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.](images/deg_images/Lung/KLF5_pca_on_diff_genes.png) | AAH: Atypical adenomatous hyperplasia |
AIS: Adenocarcinoma in situ |
IAC: Invasive lung adenocarcinoma |
MIA: Minimally invasive adenocarcinoma |
Oral Cavity | ![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.](images/deg_images/OralCavity/KLF5_pca_on_diff_genes.png) | EOLP: Erosive Oral lichen planus |
LP: leukoplakia |
NEOLP: Non-erosive oral lichen planus |
OSCC: Oral squamous cell carcinoma |
Prostate | ![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.](images/deg_images/Prostate/KLF5_pca_on_diff_genes.png) | BPH: Benign Prostatic Hyperplasia |
Skin | ![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.](images/deg_images/Skin/KLF5_pca_on_diff_genes.png) | AK: Actinic keratosis |
cSCC: Cutaneous squamous cell carcinoma |
SCCIS:squamous cell carcinoma in situ |
Thyroid | ![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.](images/deg_images/Thyroid/KLF5_pca_on_diff_genes.png) | ATC: Anaplastic thyroid cancer |
HT: Hashimoto's thyroiditis |
PTC: Papillary thyroid cancer |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:004269214 | Oral cavity | EOLP | muscle cell differentiation | 77/2218 | 384/18723 | 2.18e-06 | 4.91e-05 | 77 |
GO:004340321 | Oral cavity | EOLP | skeletal muscle tissue regeneration | 15/2218 | 37/18723 | 8.82e-06 | 1.65e-04 | 15 |
GO:006053715 | Oral cavity | EOLP | muscle tissue development | 77/2218 | 403/18723 | 1.37e-05 | 2.31e-04 | 77 |
GO:00422462 | Oral cavity | EOLP | tissue regeneration | 22/2218 | 72/18723 | 1.82e-05 | 2.91e-04 | 22 |
GO:199082315 | Oral cavity | EOLP | response to leukemia inhibitory factor | 26/2218 | 95/18723 | 2.91e-05 | 4.20e-04 | 26 |
GO:006161425 | Oral cavity | EOLP | pri-miRNA transcription by RNA polymerase II | 18/2218 | 55/18723 | 3.72e-05 | 5.14e-04 | 18 |
GO:00511467 | Oral cavity | EOLP | striated muscle cell differentiation | 57/2218 | 283/18723 | 3.82e-05 | 5.25e-04 | 57 |
GO:001470614 | Oral cavity | EOLP | striated muscle tissue development | 72/2218 | 384/18723 | 4.87e-05 | 6.43e-04 | 72 |
GO:199083014 | Oral cavity | EOLP | cellular response to leukemia inhibitory factor | 25/2218 | 94/18723 | 6.89e-05 | 8.53e-04 | 25 |
GO:190289324 | Oral cavity | EOLP | regulation of pri-miRNA transcription by RNA polymerase II | 17/2218 | 54/18723 | 1.05e-04 | 1.19e-03 | 17 |
GO:00605384 | Oral cavity | EOLP | skeletal muscle organ development | 35/2218 | 166/18723 | 4.65e-04 | 4.08e-03 | 35 |
GO:0002064110 | Oral cavity | EOLP | epithelial cell development | 43/2218 | 220/18723 | 6.25e-04 | 5.23e-03 | 43 |
GO:006049122 | Oral cavity | EOLP | regulation of cell projection assembly | 38/2218 | 188/18723 | 6.49e-04 | 5.42e-03 | 38 |
GO:190289523 | Oral cavity | EOLP | positive regulation of pri-miRNA transcription by RNA polymerase II | 13/2218 | 42/18723 | 8.03e-04 | 6.31e-03 | 13 |
GO:012003222 | Oral cavity | EOLP | regulation of plasma membrane bounded cell projection assembly | 37/2218 | 186/18723 | 1.03e-03 | 7.64e-03 | 37 |
GO:00075195 | Oral cavity | EOLP | skeletal muscle tissue development | 32/2218 | 155/18723 | 1.15e-03 | 8.37e-03 | 32 |
GO:004560013 | Oral cavity | EOLP | positive regulation of fat cell differentiation | 17/2218 | 66/18723 | 1.41e-03 | 9.58e-03 | 17 |
GO:00075176 | Oral cavity | EOLP | muscle organ development | 57/2218 | 327/18723 | 1.76e-03 | 1.15e-02 | 57 |
GO:004544415 | Oral cavity | EOLP | fat cell differentiation | 42/2218 | 229/18723 | 2.58e-03 | 1.56e-02 | 42 |
GO:004559812 | Oral cavity | EOLP | regulation of fat cell differentiation | 28/2218 | 139/18723 | 3.29e-03 | 1.90e-02 | 28 |
TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon Activity |
KLF5 | MES | Cervix | CC | ZFP36L1,CTNND1,MPZL2, etc. | 7.07e-01 | ![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.](images/gene_regulatory/Cervix/Str/TF_CC/regulons_activity_in_dotplot.png) |
KLF5 | KER | Esophagus | Healthy | CLDN1,FAM46A,VIM, etc. | 2.01e-01 | ![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.](images/gene_regulatory/Esophagus/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
KLF5 | STM | Esophagus | Healthy | CLDN1,FAM46A,VIM, etc. | 4.45e-01 | ![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.](images/gene_regulatory/Esophagus/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
KLF5 | DUCT1 | Pancreas | PDAC | LMO7,TM9SF3,CYP3A5, etc. | 6.34e-01 | ![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.](images/gene_regulatory/Pancreas/Str/TF_PDAC/regulons_activity_in_dotplot.png) |
KLF5 | CD8TRM | Pancreas | ADJ | MOB3A,FAM160A1,IL3RA, etc. | 0.00e+00 | ![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.](images/gene_regulatory/Pancreas/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KLF5 | CD8TEREX | Pancreas | ADJ | MOB3A,FAM160A1,IL3RA, etc. | 5.23e-03 | ![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.](images/gene_regulatory/Pancreas/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KLF5 | CD8TCM | Pancreas | ADJ | MOB3A,FAM160A1,IL3RA, etc. | 2.22e-16 | ![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.](images/gene_regulatory/Pancreas/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KLF5 | TREG | Pancreas | ADJ | MOB3A,FAM160A1,IL3RA, etc. | 2.22e-16 | ![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.](images/gene_regulatory/Pancreas/Str/TF_ADJ/regulons_activity_in_dotplot.png) |
KLF5 | CD8TEREX | Pancreas | Healthy | MOB3A,FAM160A1,IL3RA, etc. | 0.00e+00 | ![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.](images/gene_regulatory/Pancreas/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
KLF5 | TREG | Pancreas | Healthy | MOB3A,FAM160A1,IL3RA, etc. | 0.00e+00 | ![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.](images/gene_regulatory/Pancreas/Str/TF_Healthy/regulons_activity_in_dotplot.png) |
Hugo Symbol | Variant Class | Variant Classification | dbSNP RS | HGVSc | HGVSp | HGVSp Short | SWISSPROT | BIOTYPE | SIFT | PolyPhen | Tumor Sample Barcode | Tissue | Histology | Sex | Age | Stage | Therapy Types | Drugs | Outcome |
KLF5 | deletion | Frame_Shift_Del | novel | c.280delN | p.Lys94SerfsTer3 | p.K94Sfs*3 | Q13887 | protein_coding | | | TCGA-EW-A2FV-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | docetaxel | SD |
KLF5 | SNV | Missense_Mutation | | c.1255G>A | p.Glu419Lys | p.E419K | Q13887 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-EK-A2R8-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
KLF5 | SNV | Missense_Mutation | | c.604N>A | p.Glu202Lys | p.E202K | Q13887 | protein_coding | tolerated(0.78) | benign(0) | TCGA-IR-A3LK-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | cisplatin | PD |
KLF5 | SNV | Missense_Mutation | | c.1255N>A | p.Glu419Lys | p.E419K | Q13887 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-IR-A3LK-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Chemotherapy | cisplatin | PD |
KLF5 | SNV | Missense_Mutation | | c.341G>T | p.Arg114Leu | p.R114L | Q13887 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-IR-A3LL-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
KLF5 | SNV | Missense_Mutation | | c.1255N>A | p.Glu419Lys | p.E419K | Q13887 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-VS-A958-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
KLF5 | SNV | Missense_Mutation | | c.1255N>A | p.Glu419Lys | p.E419K | Q13887 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-VS-A959-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Unknown | Unknown | SD |
KLF5 | SNV | Missense_Mutation | novel | c.1256N>G | p.Glu419Gly | p.E419G | Q13887 | protein_coding | deleterious(0) | probably_damaging(0.999) | TCGA-VS-A959-01 | Cervix | cervical & endocervical cancer | Female | >=65 | I/II | Unknown | Unknown | SD |
KLF5 | SNV | Missense_Mutation | | c.1255N>A | p.Glu419Lys | p.E419K | Q13887 | protein_coding | deleterious(0) | probably_damaging(0.998) | TCGA-VS-A9UC-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | SD |
KLF5 | deletion | Frame_Shift_Del | novel | c.282_288delGTATCTG | p.Tyr95HisfsTer9 | p.Y95Hfs*9 | Q13887 | protein_coding | | | TCGA-JW-A5VK-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |