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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.
RPL3 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
1740.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7175.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3539.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3203.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2902.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2547.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2520.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2507.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2417.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2401.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2370.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2348.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2341.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2263.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2235.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2197.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2162.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2140.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2098.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2046.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2041.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2030.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2016.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1916.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1785.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1767.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1698.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1685.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1675.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1666.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1659.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1636.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1599.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1589.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1542.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1521.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1480.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1474.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1471.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1469.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1457.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1457.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1374.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1348.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1322.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1310.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1254.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1223.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1172.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1131.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1129.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1063.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1048.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1032.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1023.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1014.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
972.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
955.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
910.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
897.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
791.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
715.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
685.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
656.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
RPL3 is not prognostic 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
2382.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5033.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5023.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4943.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
4813.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
4701.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4686.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
4600.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
4577.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
4512.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4246.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
4198.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
4166.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4059.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4049.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
4041.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
4036.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4033.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
4019.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3997.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3820.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3803.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
3794.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
3766.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3758.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3753.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
3737.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
3729.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
3667.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3665.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3634.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
3619.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3611.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
3568.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
3552.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
3542.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
3539.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
3535.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
3527.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
3512.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
3508.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3481.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3462.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3454.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
3435.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3430.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
3428.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
3420.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3394.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3392.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3381.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3346.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
3336.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
3314.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
3307.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
3294.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
3293.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
3288.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
3284.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
3278.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
3275.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3251.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
3246.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
3242.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3239.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
3232.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
3230.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
3216.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3211.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
3208.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
3185.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3183.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
3177.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3159.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
3149.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
3141.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
3131.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
3123.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
3115.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
3102.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3093.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
3088.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3082.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
3078.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3073.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
3064.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
3044.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3042.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
3042.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
3024.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
3024.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
3015.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2986.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2983.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2980.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
2975.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2975.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2974.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2956.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2953.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2950.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2948.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2946.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2945.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2943.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2942.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2938.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
2925.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2911.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
2907.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
2900.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2891.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
2883.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2875.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2862.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
2856.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2854.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2838.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2838.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2838.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2835.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2829.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
2826.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2821.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
2806.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
2803.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2799.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2794.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2793.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
2790.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
2783.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
2782.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
2781.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
2781.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
2779.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
2775.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2760.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2754.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2738.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
2737.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2731.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2726.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2724.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
2723.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
2722.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
2721.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2714.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2706.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
2704.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2703.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2699.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
2697.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2696.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2695.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2689.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2684.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
2676.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
2674.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
2663.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
2660.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2642.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
2641.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2640.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
2633.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2632.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2631.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2626.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2622.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2611.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2609.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2605.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
2604.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
2602.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2601.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
2600.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2597.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
2589.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
2589.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2584.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
2581.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
2581.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2577.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
2574.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2557.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
2555.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
2554.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2554.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2551.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2543.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
2539.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
2539.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2536.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2534.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
2532.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
2525.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
2523.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2522.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
2519.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
2511.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
2510.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
2510.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
2506.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
2506.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2504.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2501.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2497.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2496.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
2496.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
2495.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2494.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2492.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
2488.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
2480.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2476.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
2474.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
2458.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
2458.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2456.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
2455.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
2448.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
2446.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2443.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2443.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2441.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2437.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2435.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
2434.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2429.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
2424.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
2423.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2416.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2414.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2402.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2401.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
2392.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2391.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2387.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
2385.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
2385.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2377.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2369.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
2367.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2359.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2353.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
2346.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
2345.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
2344.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
2343.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2340.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2339.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2338.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2335.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2332.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
2331.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
2321.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2316.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2315.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
2314.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
2312.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2307.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2306.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2306.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
2306.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2305.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
2304.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
2301.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
2297.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
2296.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2292.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
2290.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2289.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
2284.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2284.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2280.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2279.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2276.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2275.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
2271.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
2270.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2267.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
2262.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2255.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2255.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2254.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
2243.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
2238.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
2235.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2229.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
2225.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2215.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2213.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2207.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
2203.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
2200.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
2200.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2199.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
2198.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
2197.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2197.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2187.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2187.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
2184.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2183.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2178.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
2173.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2172.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
2168.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
2166.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2163.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
2161.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2153.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
2144.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2144.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2140.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
2140.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
2140.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
2137.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2135.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2135.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2135.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2132.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2130.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2127.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2122.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
2122.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2121.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
2120.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
2119.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
2116.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
2112.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2110.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
2104.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2103.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2102.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
2099.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2094.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
2092.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
2090.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2086.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2086.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2085.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
2078.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2077.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
2076.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
2076.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
2073.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2073.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2065.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
2063.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
2061.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
2060.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
2055.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
2054.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2052.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
2049.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
2049.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2039.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2030.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
2014.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2011.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2010.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2009.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
2008.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2004.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
2004.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2001.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2001.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1994.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1994.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1989.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1987.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1981.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1980.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1979.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1975.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1971.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1971.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1970.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1969.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1964.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1960.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1955.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1947.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1947.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1940.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1935.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1924.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1922.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1918.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1914.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1908.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1903.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1899.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1899.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1893.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1892.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1884.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1884.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1880.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1879.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1877.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1876.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1870.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1868.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1865.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1861.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1861.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1861.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1846.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1845.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1843.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1840.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1823.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1820.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1807.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1805.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1801.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1799.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1793.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1791.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1786.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1786.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1784.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1784.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1783.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1778.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1773.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1769.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1768.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1766.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1751.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1746.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1710.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1701.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1697.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1688.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1679.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1674.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1667.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1666.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1664.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1663.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1662.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1651.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1643.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1643.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1641.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1639.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1626.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1625.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1622.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1615.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1613.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1608.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1606.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1593.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1583.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1583.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1576.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1570.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1564.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1561.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1552.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1550.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1542.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1529.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1519.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1519.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1511.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1507.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1501.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1499.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1486.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1479.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1470.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1462.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1457.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1451.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1443.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1441.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1440.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1408.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1401.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1398.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1395.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1380.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1368.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1366.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1361.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1359.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1346.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1323.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1321.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1311.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1308.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1297.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1288.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1256.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1253.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1247.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1225.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1215.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1208.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1179.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1177.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1155.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1141.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1120.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1120.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1096.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1094.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1068.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1044.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1002.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1002.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
989.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
924.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
631.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
590.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
537.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
407.4
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.
RPL3 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
2150.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5057.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4362.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
3870.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
3631.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
3628.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3348.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
3313.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3273.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
3205.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
3121.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
2796.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2773.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2772.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2761.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2703.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2685.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
2670.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
2668.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
2624.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2586.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
2582.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2560.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2495.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2473.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
2452.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
2445.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2431.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
2411.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2402.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2339.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
2299.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2281.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
2281.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2192.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
2166.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
2144.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2127.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
2122.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
2108.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
2108.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2096.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
2087.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2074.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2072.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
2070.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
2069.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2064.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2046.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2041.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
2024.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
2021.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
2009.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1997.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1995.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1988.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1943.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1931.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1927.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1923.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1921.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1916.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1909.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1898.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1879.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1877.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1872.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1868.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1836.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1821.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1815.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1814.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1805.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1803.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1778.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1752.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1739.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1702.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1684.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1683.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1675.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1671.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1668.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1651.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1646.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1639.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1607.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1579.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1563.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1512.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1501.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1490.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1459.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1448.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1423.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1281.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1224.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1146.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1119.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
998.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
RPL3 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
1629.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4426.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4379.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3708.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3440.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3313.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3206.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
3158.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3127.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3082.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2996.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
2994.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2989.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2946.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2926.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2920.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2910.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
2873.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2872.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2850.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2813.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2645.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2616.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2594.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2574.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2549.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2541.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
2536.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2469.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2434.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2420.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
2415.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2396.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2382.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2353.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2342.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2329.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2303.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2297.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2292.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2288.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2276.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2266.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2262.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2259.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2256.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2243.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2242.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2241.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
2220.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2220.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2217.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2176.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2170.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2169.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2139.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
2135.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2134.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2118.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2105.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
2099.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
2098.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2097.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2081.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2080.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2069.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2065.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2064.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2049.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2048.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2045.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2044.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2040.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2031.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
2029.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
2021.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2007.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1999.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1999.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1996.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1991.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1988.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1975.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1972.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1965.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1964.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1962.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1956.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1949.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1948.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1938.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1938.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1937.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1923.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1921.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1918.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1915.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1901.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1896.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1885.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1879.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1879.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1861.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1850.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1845.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1842.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1837.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1823.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1820.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1809.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1804.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1804.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1789.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1789.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1778.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1768.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1760.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1741.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1732.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1730.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1729.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1715.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1715.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1704.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1686.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1682.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1679.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1674.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1670.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1667.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1666.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1663.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1656.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1649.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1645.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1641.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1633.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1630.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1627.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1625.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1624.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1615.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1614.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1596.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1593.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1593.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1592.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1590.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1583.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1579.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1578.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1575.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1572.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1566.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1560.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1559.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1553.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1544.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1538.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1491.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1489.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1486.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1483.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1477.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1465.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1462.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1444.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1438.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1437.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1418.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1412.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1411.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1398.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1394.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1387.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1381.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1378.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1376.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1357.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1356.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1353.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1343.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1342.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1315.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1307.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1300.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1270.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1269.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1262.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1240.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1236.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1231.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1226.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1221.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1217.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1209.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1209.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1208.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1204.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1196.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1191.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1187.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1177.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1163.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1163.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1162.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1151.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1135.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1131.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1127.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1081.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1077.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1074.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1074.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1066.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1062.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1048.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1044.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1043.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1035.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1034.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1031.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1025.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1018.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1017.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1014.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1014.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
999.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
988.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
983.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
974.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
973.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
972.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
954.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
929.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
924.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
921.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
918.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
896.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
887.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
875.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
860.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
856.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
854.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
852.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
848.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
843.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
832.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
812.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
809.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
806.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
805.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
799.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
785.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
785.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
775.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
764.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
747.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
746.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
735.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
735.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
730.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
729.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
716.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
712.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
712.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
695.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
692.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
677.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
612.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
598.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
595.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
577.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
526.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
486.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
476.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
447.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
441.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
414.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
349.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
198.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
196.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
195.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.0
CPT0001340003
Tumor
1.0
CPT0002350011
Tumor
1.0
CPT0086950003
Tumor
0.9
CPT0012180003
Tumor
0.9
CPT0023350003
Tumor
0.8
CPT0065430003
Tumor
0.8
CPT0017850003
Tumor
0.8
CPT0088970003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0079410003
Tumor
0.7
CPT0076330003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0012550003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0025230003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0088690003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0021240003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0001540009
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0079380003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0075170001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0092190003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0026420001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0014130001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0089480003
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0010110003
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0089040001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0011240003
Tumor
-0.5
CPT0077140001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0009060003
Tumor
-0.6
CPT0023710001
Normal
-0.6
CPT0006530001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0088500001
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0000660001
Normal
-0.7
CPT0014350001
Normal
-0.7
CPT0017450001
Normal
-0.7
CPT0025610001
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0086370003
Normal
-0.7
CPT0009080003
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0078940001
Normal
-0.8
CPT0064400001
Normal
-0.8
CPT0079000001
Normal
-0.9
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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
