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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.
RACK1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
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 FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM 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.
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.
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.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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 TPM
973.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4388.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2363.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2029.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1794.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1710.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1690.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1636.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1498.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1471.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1366.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1366.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1345.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1208.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1168.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1151.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1131.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1098.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1060.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1052.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1044.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1043.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1035.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1015.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
982.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
979.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
978.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
976.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
970.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
952.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
947.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
944.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
930.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
911.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
907.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
897.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
868.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
784.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
770.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
762.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
760.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
729.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
723.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
679.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
649.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
600.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
591.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
589.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
573.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
567.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
556.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
533.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
520.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
518.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
486.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
466.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
450.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
437.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
436.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
429.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
401.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
400.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
388.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
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.
RACK1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
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 FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM 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.
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.
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.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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 TPM
1908.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6718.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
5290.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
4801.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4086.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4076.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3830.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
3777.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
3757.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3757.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
3659.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
3563.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
3545.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
3523.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
3457.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
3450.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
3355.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
3345.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
3213.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3207.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
3182.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
3157.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3147.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
3138.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
3095.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3076.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
3070.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3062.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3053.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
3051.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
3043.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
3032.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
3015.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
3015.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2998.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2998.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
2996.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2996.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2994.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2939.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2916.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2914.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2894.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2880.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2877.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
2871.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2870.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
2861.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2853.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2833.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2833.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2782.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
2775.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
2765.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2761.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2759.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2746.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2744.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
2738.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
2737.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
2737.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2734.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2730.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2728.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2727.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
2720.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2717.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2702.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2699.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
2658.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2656.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
2652.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2648.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2634.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2613.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2609.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2604.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2600.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2594.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
2588.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
2560.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2558.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2550.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2543.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2539.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2533.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
2532.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2531.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
2527.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
2527.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2525.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
2513.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2509.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
2505.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2500.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2489.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2474.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2465.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2445.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2438.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
2428.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
2421.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2419.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2408.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2401.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2398.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2396.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
2391.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
2388.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2387.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2376.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
2368.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2367.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2354.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2339.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2335.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2328.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
2323.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2318.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2312.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2310.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
2308.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2308.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2301.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2286.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
2283.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2281.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
2280.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2278.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2273.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
2271.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2267.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
2266.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
2264.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2262.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
2259.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
2254.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2251.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2249.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2247.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2241.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
2239.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
2238.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2234.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2224.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2224.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
2222.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2216.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
2207.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2203.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
2201.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
2201.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
2201.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
2198.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
2185.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
2183.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
2174.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2171.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2167.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
2163.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
2163.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2159.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2152.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2151.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2149.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2138.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
2138.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
2137.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
2133.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2132.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
2130.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2123.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2120.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2114.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
2114.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2113.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2113.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2113.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2112.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2110.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
2109.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2106.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2104.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
2100.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
2099.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
2092.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2085.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
2082.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2072.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
2071.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
2070.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
2067.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2060.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2055.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
2053.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2052.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
2048.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2048.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
2047.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2045.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2040.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
2038.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2032.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2025.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2022.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
2021.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
2020.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
2019.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2017.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2016.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
2014.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2013.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2008.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2004.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2004.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2003.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1994.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1990.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1989.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1973.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1971.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1971.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1970.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1966.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1963.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1958.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1953.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1952.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1950.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1949.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1947.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1946.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1939.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1926.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1922.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1917.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1916.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1914.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1909.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1908.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1904.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1901.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1895.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1892.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1889.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1888.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1882.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1882.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1881.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1880.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1874.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1870.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1869.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1868.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1868.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1865.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1864.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1861.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1860.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1856.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1851.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1850.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1842.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1842.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1839.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1832.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1832.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1831.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1831.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1825.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1823.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1810.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1808.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1808.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1808.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1807.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1804.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1801.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1800.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1799.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1799.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1794.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1791.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1790.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1783.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1782.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1769.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1762.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1761.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1755.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1751.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1749.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1749.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1746.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1739.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1739.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1732.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1729.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1729.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1728.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1724.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1721.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1720.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1719.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1717.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1713.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1713.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1709.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1708.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1707.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1706.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1704.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1703.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1703.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1702.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1699.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1698.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1698.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1697.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1694.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1687.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1686.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1685.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1684.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1681.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1680.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1677.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1674.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1670.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1667.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1666.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1666.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1656.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1655.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1652.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1651.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1646.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1643.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1642.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1642.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1638.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1627.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1624.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1619.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1618.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1605.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1603.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1600.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1598.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1597.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1594.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1593.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1593.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1592.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1591.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1587.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1586.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1579.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1579.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1575.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1574.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1569.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1566.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1562.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1561.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1551.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1550.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1549.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1549.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1547.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1546.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1543.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1542.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1540.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1532.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1529.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1527.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1527.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1521.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1521.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1517.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1514.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1514.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1508.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1496.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1495.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1489.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1487.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1484.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1481.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1477.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1474.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1474.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1473.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1463.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1459.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1446.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1443.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1431.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1430.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1430.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1426.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1422.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1420.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1416.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1406.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1403.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1393.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1376.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1374.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1372.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1371.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1369.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1365.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1363.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1356.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1353.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1348.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1340.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1340.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1339.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1336.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1326.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1326.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1316.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1312.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1307.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1304.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1297.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1288.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1288.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1284.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1278.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1257.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1252.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1247.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1245.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1241.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1231.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1226.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1219.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1217.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1214.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1200.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1193.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1189.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1186.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1184.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1166.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1161.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1160.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1157.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1148.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1137.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1131.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1129.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1123.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1121.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1117.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1116.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1105.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1096.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1095.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1094.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1081.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1080.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1077.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1066.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1061.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1060.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1050.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1042.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1042.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1033.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1031.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1029.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
996.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
991.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
989.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
986.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
985.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
985.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
981.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
981.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
973.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
973.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
942.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
938.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
916.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
905.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
892.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
876.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
857.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
853.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
821.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
794.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
790.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
785.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
785.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
779.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
764.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
759.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
758.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
757.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
747.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
719.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
718.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
708.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
691.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
688.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
687.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
655.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
608.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
602.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
579.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
573.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
557.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
552.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
522.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
452.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
387.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
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.
RACK1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
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 FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM 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.
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.
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.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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 TPM
1606.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4775.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3191.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
3034.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2820.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2744.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
2721.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2672.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
2666.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
2595.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2590.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2371.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
2338.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2318.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2240.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2228.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2079.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2044.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
2021.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
2017.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1963.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1950.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1941.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1916.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1914.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1856.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1828.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1813.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1811.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1760.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1753.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1733.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1699.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1697.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1696.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1693.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1688.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1686.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1670.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1644.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1642.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1620.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1607.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1594.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1594.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1588.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1587.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1569.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1524.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1523.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1511.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1496.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1488.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1470.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1465.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1464.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1462.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1462.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1454.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1450.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1390.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1381.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1369.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1362.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1361.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1359.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1354.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1343.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1309.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1303.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1302.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1249.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1210.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1201.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1179.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1178.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1168.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1137.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1136.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1131.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1126.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1123.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1119.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1065.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1038.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1022.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1015.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1011.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
996.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
987.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
975.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
964.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
961.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
898.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
849.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
835.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
785.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
760.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
733.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
719.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
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.
RACK1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
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 FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM 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.
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.
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.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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 TPM
1303.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3363.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3307.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
3098.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
3070.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3056.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2913.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2893.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2755.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
2617.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2532.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2420.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2359.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2325.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2303.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2290.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2219.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
2219.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2185.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2183.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2139.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2123.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2077.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2038.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2037.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1992.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1980.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1943.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1934.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1930.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1925.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1907.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1866.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1851.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1842.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1842.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1828.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1803.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1760.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1749.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1746.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1735.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1707.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1684.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1671.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1664.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1664.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1660.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1648.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1646.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1644.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1642.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1640.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1634.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1630.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1600.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1589.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1573.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1565.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1561.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1561.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1557.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1554.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1553.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1545.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1528.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1528.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1511.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1489.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1485.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1482.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1478.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1473.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1471.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1455.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1452.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1442.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1439.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1439.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1435.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1431.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1422.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1413.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1412.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1406.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1405.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1400.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1398.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1398.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1391.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1387.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1383.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1370.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1369.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1354.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1354.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1349.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1343.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1342.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1341.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1329.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1322.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1316.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1313.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1307.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1304.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1303.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1299.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1296.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1291.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1287.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1282.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1281.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1277.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1273.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1265.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1259.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1259.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1257.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1256.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1254.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1254.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1253.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1251.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1249.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1248.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1247.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1247.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1243.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1239.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1237.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1231.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1226.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1221.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1217.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1216.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1212.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1212.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1211.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1202.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1202.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1200.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1199.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1193.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1192.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1192.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1184.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1184.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1183.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1183.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1181.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1173.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1166.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1165.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1162.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1155.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1148.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1146.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1145.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1143.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1143.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1142.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1136.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1134.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1130.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1128.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1126.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1124.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1124.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1123.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1122.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1116.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1110.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1110.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1109.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1109.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1107.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1107.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1100.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1097.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1096.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1096.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1091.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1088.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1081.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1077.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1075.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1075.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1071.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1067.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1058.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1051.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1047.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1043.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1042.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1042.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1036.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1029.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1026.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1023.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1020.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1017.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1014.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1011.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1010.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1008.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1007.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1004.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1003.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1000.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
999.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
992.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
981.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
980.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
977.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
977.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
977.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
970.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
964.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
959.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
958.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
956.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
953.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
948.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
946.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
944.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
944.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
944.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
942.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
940.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
935.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
933.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
928.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
923.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
921.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
920.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
920.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
900.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
895.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
889.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
879.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
879.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
859.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
855.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
852.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
842.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
842.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
821.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
821.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
821.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
818.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
814.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
808.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
807.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
807.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
801.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
799.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
787.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
786.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
780.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
775.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
771.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
769.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
759.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
748.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
741.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
735.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
731.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
730.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
728.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
723.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
716.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
711.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
707.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
688.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
688.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
673.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
659.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
641.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
641.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
604.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
602.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
350.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.7
CPT0088550004
Tumor
0.6
CPT0084560003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0023350003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0001180009
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0025110003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0088970003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0076330003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0001540009
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0077140001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0087040003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0025170003
Tumor
-0.3
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RENAL CANCER - 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.
The Human Protein Atlas project is funded
