Tissue | Expression Dynamics | Abbreviation |
Breast | ![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/Breast/CALM2_pca_on_diff_genes.png) | IDC: Invasive ductal carcinoma |
DCIS: Ductal carcinoma in situ |
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers |
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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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/CALM2_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:00100387 | Liver | NAFLD | response to metal ion | 62/1882 | 373/18723 | 5.05e-05 | 1.19e-03 | 62 |
GO:00336747 | Liver | NAFLD | positive regulation of kinase activity | 74/1882 | 467/18723 | 5.16e-05 | 1.19e-03 | 74 |
GO:0044772 | Liver | NAFLD | mitotic cell cycle phase transition | 67/1882 | 424/18723 | 1.25e-04 | 2.39e-03 | 67 |
GO:00510987 | Liver | NAFLD | regulation of binding | 56/1882 | 363/18723 | 7.80e-04 | 9.77e-03 | 56 |
GO:00217627 | Liver | NAFLD | substantia nigra development | 12/1882 | 44/18723 | 1.01e-03 | 1.20e-02 | 12 |
GO:00309017 | Liver | NAFLD | midbrain development | 19/1882 | 90/18723 | 1.35e-03 | 1.52e-02 | 19 |
GO:00488577 | Liver | NAFLD | neural nucleus development | 15/1882 | 64/18723 | 1.40e-03 | 1.57e-02 | 15 |
GO:00019337 | Liver | NAFLD | negative regulation of protein phosphorylation | 52/1882 | 342/18723 | 1.63e-03 | 1.74e-02 | 52 |
GO:0051342 | Liver | NAFLD | regulation of cyclic-nucleotide phosphodiesterase activity | 5/1882 | 10/18723 | 1.67e-03 | 1.74e-02 | 5 |
GO:00512356 | Liver | NAFLD | maintenance of location | 50/1882 | 327/18723 | 1.75e-03 | 1.82e-02 | 50 |
GO:00510997 | Liver | NAFLD | positive regulation of binding | 30/1882 | 173/18723 | 2.11e-03 | 2.07e-02 | 30 |
GO:00515923 | Liver | NAFLD | response to calcium ion | 26/1882 | 149/18723 | 3.69e-03 | 3.15e-02 | 26 |
GO:00347643 | Liver | NAFLD | positive regulation of transmembrane transport | 35/1882 | 219/18723 | 3.92e-03 | 3.32e-02 | 35 |
GO:00719005 | Liver | NAFLD | regulation of protein serine/threonine kinase activity | 51/1882 | 359/18723 | 7.17e-03 | 4.96e-02 | 51 |
GO:005109812 | Liver | Cirrhotic | regulation of binding | 148/4634 | 363/18723 | 9.14e-12 | 5.97e-10 | 148 |
GO:001003812 | Liver | Cirrhotic | response to metal ion | 150/4634 | 373/18723 | 2.27e-11 | 1.37e-09 | 150 |
GO:005109912 | Liver | Cirrhotic | positive regulation of binding | 74/4634 | 173/18723 | 1.44e-07 | 3.87e-06 | 74 |
GO:004593612 | Liver | Cirrhotic | negative regulation of phosphate metabolic process | 154/4634 | 441/18723 | 8.78e-07 | 1.83e-05 | 154 |
GO:001056312 | Liver | Cirrhotic | negative regulation of phosphorus metabolic process | 154/4634 | 442/18723 | 1.02e-06 | 2.11e-05 | 154 |
GO:004232612 | Liver | Cirrhotic | negative regulation of phosphorylation | 135/4634 | 385/18723 | 3.17e-06 | 5.58e-05 | 135 |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501218 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0501016 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0502216 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0516718 | Breast | Precancer | Kaposi sarcoma-associated herpesvirus infection | 36/684 | 194/8465 | 1.68e-06 | 2.53e-05 | 1.94e-05 | 36 |
hsa0491518 | Breast | Precancer | Estrogen signaling pathway | 28/684 | 138/8465 | 4.10e-06 | 5.39e-05 | 4.13e-05 | 28 |
hsa0541818 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0541718 | Breast | Precancer | Lipid and atherosclerosis | 37/684 | 215/8465 | 7.64e-06 | 9.29e-05 | 7.12e-05 | 37 |
hsa042189 | Breast | Precancer | Cellular senescence | 29/684 | 156/8465 | 1.66e-05 | 1.69e-04 | 1.30e-04 | 29 |
hsa05031 | Breast | Precancer | Amphetamine addiction | 14/684 | 69/8465 | 1.05e-03 | 7.35e-03 | 5.63e-03 | 14 |
hsa0516316 | Breast | Precancer | Human cytomegalovirus infection | 32/684 | 225/8465 | 1.13e-03 | 7.57e-03 | 5.80e-03 | 32 |
hsa0501219 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0501017 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0502217 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0516719 | Breast | Precancer | Kaposi sarcoma-associated herpesvirus infection | 36/684 | 194/8465 | 1.68e-06 | 2.53e-05 | 1.94e-05 | 36 |
hsa0491519 | Breast | Precancer | Estrogen signaling pathway | 28/684 | 138/8465 | 4.10e-06 | 5.39e-05 | 4.13e-05 | 28 |
hsa0541819 | Breast | Precancer | Fluid shear stress and atherosclerosis | 28/684 | 139/8465 | 4.74e-06 | 6.00e-05 | 4.59e-05 | 28 |
hsa0541719 | Breast | Precancer | Lipid and atherosclerosis | 37/684 | 215/8465 | 7.64e-06 | 9.29e-05 | 7.12e-05 | 37 |
hsa0421814 | Breast | Precancer | Cellular senescence | 29/684 | 156/8465 | 1.66e-05 | 1.69e-04 | 1.30e-04 | 29 |
hsa050311 | Breast | Precancer | Amphetamine addiction | 14/684 | 69/8465 | 1.05e-03 | 7.35e-03 | 5.63e-03 | 14 |
hsa0516317 | Breast | Precancer | Human cytomegalovirus infection | 32/684 | 225/8465 | 1.13e-03 | 7.57e-03 | 5.80e-03 | 32 |
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 |
CALM2 | SNV | Missense_Mutation | | c.39C>G | p.Phe13Leu | p.F13L | P62158 | protein_coding | deleterious_low_confidence(0.03) | benign(0.206) | TCGA-D8-A27G-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CALM2 | SNV | Missense_Mutation | | c.193G>C | p.Asp65His | p.D65H | P62158 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.845) | TCGA-GM-A2DO-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | tamoxiphen | CR |
CALM2 | SNV | Missense_Mutation | | c.319N>T | p.Arg107Cys | p.R107C | P62158 | protein_coding | tolerated_low_confidence(0.07) | benign(0.015) | TCGA-CA-6717-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Chemotherapy | oxaliplatin | CR |
CALM2 | SNV | Missense_Mutation | | c.77N>A | p.Gly26Glu | p.G26E | P62158 | protein_coding | deleterious_low_confidence(0.02) | possibly_damaging(0.903) | TCGA-AP-A051-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CALM2 | SNV | Missense_Mutation | novel | c.334A>G | p.Asn112Asp | p.N112D | P62158 | protein_coding | deleterious_low_confidence(0.01) | possibly_damaging(0.623) | TCGA-AP-A059-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CALM2 | SNV | Missense_Mutation | | c.319N>T | p.Arg107Cys | p.R107C | P62158 | protein_coding | tolerated_low_confidence(0.07) | benign(0.015) | TCGA-AP-A0LM-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | cisplatin | SD |
CALM2 | SNV | Missense_Mutation | | c.185G>A | p.Gly62Asp | p.G62D | P62158 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.89) | TCGA-AX-A0J1-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CALM2 | SNV | Missense_Mutation | | c.343N>A | p.Glu115Lys | p.E115K | P62158 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.851) | TCGA-B5-A0JY-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | doxorubicin | SD |
CALM2 | SNV | Missense_Mutation | novel | c.345N>T | p.Glu115Asp | p.E115D | P62158 | protein_coding | deleterious_low_confidence(0.02) | benign(0.337) | TCGA-B5-A11N-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
CALM2 | SNV | Missense_Mutation | | c.185N>A | p.Gly62Asp | p.G62D | P62158 | protein_coding | deleterious_low_confidence(0) | possibly_damaging(0.89) | TCGA-B5-A3FC-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |