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                                          • SUMMARY

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                                          • SSR1
                                          CANCER MELANOMA Show tissue menu
                                          BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
                                          MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
                                          SKCM TCGA PROTEIN EXPRESSION
                                          ANTIBODIES
                                          AND
                                          VALIDATION
                                          Dictionary
                                          Melanoma
                                          Human cancer
                                          Skin cutaneous melanoma
                                          Cancer methods
                                          SKIN CUTANEOUS MELANOMA (TCGA) - Interactive survival scatter ploti

                                          The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

                                          The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

                                          Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

                                          Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

                                          & Survival analysisi

                                          Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

                                          SSR1 is not prognostic in Skin Cutaneous Melanoma (TCGA)


                                          Stage:


                                          0 1 2 3 4Time after diagnosis (years)0.020406080100120140160180200220240260Expression level (pTPM)Dead (n=28)Alive (n=70)87Density dead74Density alive1.2Density dead under cut off1.2Density dead over cut off0.00.20.40.60.81.0P score0.00.60.50.40.30.20.81.0Medain separation0.1P scoreDead median separationCut off
                                          0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4Time (years)Low expression (n=66)High expression (n=32)
                                          Survival analysis
                                          Current cut offi

                                          Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

                                          :
                                          Best expression cut offi

                                          Based on the pTPM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (pTPM) was examined. The best expression cut-off refers the pTPM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

                                          : 112.25
                                          Median expressioni

                                          Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

                                          : 75.43
                                          Median follow up timei

                                          Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

                                          : 1.23
                                          P scorei

                                          Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

                                          0.074
                                          3-year survival highi

                                          5-year survival for patients with higher expression than the expression cutoff.

                                          For melanoma and glioma, 3-year survival is shown.

                                          0%
                                          3-year survival lowi

                                          5-year survival for patients with lower expression than the expression cutoff.

                                          For melanoma and glioma, 3-year survival is shown.

                                          49%
                                          TCGA RNA samplesi

                                          RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

                                          Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

                                          Average pTPM 90.0
                                          Number of samples 99
                                          Samples
                                          Sample Description pTPM
                                          TCGA-GF-A769-01A 39 years, male, white, stage:Stage IIC, dead, 1070 days 265.6
                                          TCGA-EB-A5FP-01A 65 years, female, white, stage:Stage IV, dead, 454 days 218.3
                                          TCGA-BF-AAP6-01A 55 years, male, white, stage:Stage III, alive, 325 days 203.2
                                          TCGA-BF-A5EP-01A 75 years, female, white, stage:Stage IIIC, alive, 335 days 196.4
                                          TCGA-EB-A3XF-01A 57 years, male, white, stage:Stage IIC, alive, 278 days 190.2
                                          TCGA-FS-A1ZN-01A 43 years, male, white, stage:Stage IIIA, dead, 730 days 184.8
                                          TCGA-EB-A6QY-01A 71 years, male, white, stage:Stage IIC, alive, 382 days 181.2
                                          TCGA-EB-A44O-01A 69 years, male, white, stage:Stage IIB, alive, 81 days 169.2
                                          TCGA-EB-A82C-01A 70 years, female, asian, stage:Stage IIC, alive, 17 days 168.4
                                          TCGA-BF-A3DM-01A 63 years, male, white, stage:Stage IIA, alive, 601 days 166.2
                                          TCGA-FR-A2OS-01A 49 years, female, white, stage:Stage IIC, dead, 368 days 163.8
                                          TCGA-EB-A24C-01A 56 years, male, white, stage:'--, alive, 632 days 162.6
                                          TCGA-EB-A5SE-01A 73 years, male, white, stage:Stage IIB, dead, 401 days 158.6
                                          TCGA-BF-A3DJ-01A 36 years, female, white, stage:Stage IIIB, alive, 464 days 150.4
                                          TCGA-ER-A19T-01A 51 years, male, white, stage:Stage IV, dead, 270 days 147.6
                                          TCGA-EB-A431-01A 34 years, male, white, stage:Stage IIC, alive, 568 days 145.6
                                          TCGA-GF-A2C7-01A 48 years, male, white, stage:Stage IIC, alive, 21 days 142.8
                                          TCGA-EB-A551-01A 78 years, female, white, stage:Stage IIIC, alive, 590 days 141.8
                                          TCGA-EB-A24D-01A 72 years, male, white, stage:Stage IIIB, alive, 645 days 136.9
                                          TCGA-BF-A1PV-01A 74 years, female, white, stage:Stage IIC, alive, 14 days 135.4
                                          TCGA-BF-A3DN-01A 81 years, female, white, stage:Stage IIIC, alive, 717 days 133.7
                                          TCGA-BF-AAP1-01A 86 years, male, white, stage:Stage IIC, alive, 409 days 132.8
                                          TCGA-EB-A5VU-01A 56 years, male, asian, stage:Stage IIIB, dead, 321 days 130.3
                                          TCGA-ER-A42H-01A 76 years, male, white, stage:'--, dead, 426 days 130.0
                                          TCGA-EB-A3XB-01A 63 years, male, white, stage:Stage II, alive, 796 days 128.1
                                          TCGA-EB-A44N-01A 59 years, male, white, stage:Stage IIC, dead, 205 days 120.9
                                          TCGA-BF-A1Q0-01A 80 years, male, white, stage:Stage IIC, alive, 831 days 117.7
                                          TCGA-FR-A3R1-01A 69 years, male, white, stage:Stage IIC, alive, 685 days 115.4
                                          TCGA-EB-A51B-01A 53 years, male, white, stage:Stage IIC, alive, 931 days 114.8
                                          TCGA-ER-A19K-01A 79 years, female, white, stage:Stage IIC, dead, 469 days 114.6
                                          TCGA-GN-A263-01A 24 years, male, white, stage:Stage IV, dead, 467 days 114.2
                                          TCGA-EB-A6R0-01A 58 years, female, white, stage:Stage IIC, dead, 608 days 113.7
                                          TCGA-FW-A5DX-01A 71 years, male, white, stage:Stage IIIC, alive, 640 days 110.8
                                          TCGA-EB-A4IS-01A 77 years, male, white, stage:Stage IIB, alive, 774 days 107.0
                                          TCGA-D9-A3Z4-01A 54 years, male, white, stage:Stage IIIC, dead, 519 days 106.4
                                          TCGA-D9-A4Z5-01A 68 years, male, white, stage:Stage IIB, alive, 218 days 105.4
                                          TCGA-EB-A3XC-01A 74 years, male, white, stage:Stage IIC, alive, 650 days 104.8
                                          TCGA-BF-AAP7-01A 76 years, female, white, stage:Stage IIC, alive, 318 days 97.8
                                          TCGA-ER-A196-01A 64 years, female, white, stage:Stage IIC, alive, 1785 days 94.4
                                          TCGA-BF-A1PU-01A 46 years, female, white, stage:Stage IIC, alive, 387 days 88.5
                                          TCGA-BF-A1PZ-01A 71 years, female, white, stage:Stage IIB, alive, 853 days 87.4
                                          TCGA-D9-A4Z2-01A 50 years, male, white, stage:Stage IIIC, dead, 190 days 87.2
                                          TCGA-EB-A44P-01A 58 years, female, white, stage:Stage IIC, alive, 741 days 86.8
                                          TCGA-BF-A1PX-01A 56 years, male, white, stage:Stage IIIB, dead, 282 days 86.8
                                          TCGA-BF-A5ES-01A 76 years, female, white, stage:Stage IIC, alive, 490 days 85.2
                                          TCGA-EB-A3HV-01A 37 years, male, white, stage:Stage IIC, alive, 39 days 77.0
                                          TCGA-EB-A85J-01A 66 years, female, white, stage:Stage IIB, alive, 360 days 76.3
                                          TCGA-EB-A6QZ-01A 76 years, female, white, stage:Stage IIA, dead, 352 days 76.0
                                          TCGA-XV-A9W2-01A 81 years, male, white, stage:Stage I, alive, 417 days 75.5
                                          TCGA-BF-AAOX-01A 83 years, male, white, stage:Stage IIC, alive, 444 days 75.4
                                          TCGA-BF-A5EQ-01A 63 years, male, white, stage:Stage IIC, alive, 323 days 74.4
                                          TCGA-GN-A8LN-01A 68 years, male, white, stage:Stage IIC, alive, 772 days 74.4
                                          TCGA-EB-A550-01A 75 years, female, white, stage:Stage IIC, dead, 264 days 72.5
                                          TCGA-BF-AAP2-01A 62 years, male, white, stage:Stage IIB, alive, 405 days 70.6
                                          TCGA-EB-A97M-01A 66 years, male, white, stage:Stage IIC, alive, 414 days 70.2
                                          TCGA-BF-AAP4-01A 61 years, male, white, stage:Stage IIC, alive, 335 days 68.5
                                          TCGA-GN-A26C-01A 77 years, male, white, stage:Stage IIIC, dead, 821 days 67.2
                                          TCGA-EB-A42Z-01A 49 years, male, asian, stage:Stage IIIC, alive, 441 days 65.6
                                          TCGA-GN-A4U5-01A 61 years, female, white, stage:Stage IB, alive, 1156 days 65.5
                                          TCGA-WE-A8K4-01A 85 years, male, white, stage:Stage IIB, alive, 614 days 64.7
                                          TCGA-EB-A42Y-01A 73 years, female, asian, stage:Stage IIC, dead, 721 days 64.3
                                          TCGA-EB-A82B-01A 58 years, female, asian, stage:Stage III, alive, 390 days 63.2
                                          TCGA-BF-AAP8-01A 58 years, male, white, stage:Stage IIC, alive, 447 days 62.0
                                          TCGA-EB-A1NK-01A 48 years, male, white, stage:Stage IIC, alive, 1039 days 62.0
                                          TCGA-XV-AAZV-01A 56 years, female, white, stage:Stage II, alive, 412 days 61.5
                                          TCGA-ER-A2NF-01A 53 years, male, white, stage:Stage IIIB, dead, 877 days 61.2
                                          TCGA-FR-A728-01A 54 years, female, white, stage:Stage IIIB, alive, 583 days 61.0
                                          TCGA-EB-A4XL-01A 56 years, female, white, stage:Stage IIC, alive, 777 days 60.1
                                          TCGA-EB-A3Y6-01A 56 years, female, white, stage:Stage IIC, alive, 126 days 57.4
                                          TCGA-BF-A9VF-01A 77 years, male, white, stage:Stage IIC, alive, 440 days 57.4
                                          TCGA-YG-AA3N-01A 67 years, male, stage:Stage IIC, alive, 306 days 56.7
                                          TCGA-BF-A3DL-01A 84 years, female, white, stage:Stage IIIB, alive, 769 days 55.6
                                          TCGA-EB-A57M-01A 56 years, male, asian, stage:Stage IIIB, dead, 472 days 52.7
                                          TCGA-D9-A4Z3-01A 73 years, female, white, stage:Stage IIIC, alive, 505 days 50.3
                                          TCGA-EB-A4P0-01A 82 years, male, white, stage:Stage IIC, dead, 326 days 49.8
                                          TCGA-XV-AAZW-01A 62 years, female, white, stage:Stage II, dead, 393 days 48.7
                                          TCGA-EB-A41B-01A 76 years, female, white, stage:Stage IIC, alive, 291 days 48.3
                                          TCGA-EB-A299-01A 63 years, male, white, stage:Stage IIA, alive, 378 days 48.2
                                          TCGA-EB-A4IQ-01A 42 years, female, asian, stage:Stage IIIB, dead, 636 days 46.8
                                          TCGA-EB-A3XD-01A 53 years, female, white, stage:Stage IIC, alive, 1160 days 46.1
                                          TCGA-IH-A3EA-01A 61 years, male, white, stage:Stage IIC, alive, 524 days 45.2
                                          TCGA-EB-A85I-01A 66 years, male, white, stage:Stage IIC, alive, 362 days 37.8
                                          TCGA-ER-A194-01A 77 years, male, white, stage:'--, dead, 1354 days 37.6
                                          TCGA-XV-A9W5-01A 51 years, male, white, stage:Not Reported, alive, 392 days 37.6
                                          TCGA-EB-A5UM-01A 48 years, female, white, stage:Stage IIC, alive, 779 days 37.4
                                          TCGA-BF-A5EO-01A 65 years, male, white, stage:Stage IIC, alive, 703 days 34.9
                                          TCGA-BF-AAOU-01A 73 years, female, white, stage:Stage IIC, alive, 476 days 34.0
                                          TCGA-EB-A3XE-01A 77 years, female, white, stage:Stage IIA, alive, 180 days 31.0
                                          TCGA-BF-A5ER-01A 63 years, male, white, stage:Stage IIC, alive, 327 days 28.0
                                          TCGA-D3-A5GT-01A 43 years, male, white, stage:Stage IIIC, alive, 487 days 27.6
                                          TCGA-EB-A5SF-01A 78 years, female, white, stage:Stage IIC, dead, 369 days 23.9
                                          TCGA-EB-A4OY-01A 65 years, female, white, stage:Stage IIIB, alive, 977 days 22.0
                                          TCGA-XV-AAZY-01A 76 years, female, white, stage:Stage IIIC, alive, 405 days 20.9
                                          TCGA-ER-A2NB-01A 57 years, male, white, stage:Stage IIIB, dead, 857 days 19.9
                                          TCGA-EB-A3Y7-01A 86 years, female, white, stage:Stage IIIB, dead, 326 days 17.3
                                          TCGA-EB-A4OZ-01A 41 years, female, white, stage:Stage IIIC, alive, 620 days 16.3
                                          TCGA-EB-A553-01A 62 years, male, white, stage:Stage IIC, alive, 226 days 11.1
                                          TCGA-DA-A960-01A 73 years, male, white, stage:Stage IIB, alive, 804 days 9.5
                                          Show allShow less
                                          50.975.4126.39.5218.3020406080100120140160180200220240260
                                          50.975.4126.39.5218.3020406080100120140160180200220240260
                                          MELANOMA - Protein expressioni

                                          A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

                                           

                                          Antibody stainingi

                                          Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.

                                          Ascending and descending describe two types of gradient, based on difference in staining intensity between enterocytes in crypts and apical enterocytes.

                                          Ascending - the staining intensity is stronger in apical enterocytes (towards the lumen) compared to enterocytes in the crypts (gland based)

                                          Descending - the staining is weaker in apical enterocytes compared to enterocytes in crypts


                                          Antibody HPA011276

                                          Antibody HPA017062
                                           Staining
                                            High
                                            Medium
                                            Low
                                            Not detected
                                           Intensity
                                            Strong
                                            Moderate
                                            Weak
                                            Negative
                                           Quantity
                                            >75%
                                            75%-25%
                                            <25%
                                            None
                                           Location
                                            Nuclear
                                            Cytoplasmic/membranous
                                            Cytoplasmic/membranous,nuclear
                                            None
                                          Malignant melanoma, NOS
                                          Malignant melanoma, Metastatic site

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