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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.
RPS15A 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
826.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2719.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1868.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1477.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1361.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1320.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1313.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1272.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1231.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1198.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1195.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1124.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1119.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1111.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1107.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1102.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1077.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1031.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1023.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
979.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
977.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
960.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
957.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
931.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
915.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
913.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
898.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
893.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
881.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
876.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
863.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
832.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
816.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
799.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
786.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
775.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
724.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
719.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
718.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
709.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
709.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
704.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
647.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
618.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
573.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
557.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
553.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
549.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
548.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
518.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
497.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
491.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
430.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
428.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
415.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
403.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
403.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
390.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
376.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
337.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
321.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
230.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
215.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
203.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
RPS15A 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
1681.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5809.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5012.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4767.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4466.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4317.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3881.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3703.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3640.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3638.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3614.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
3600.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3504.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
3370.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3316.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3307.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3143.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3063.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
3019.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2982.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2974.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2943.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
2934.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2890.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2882.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2842.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2833.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2828.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2778.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2768.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2753.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2751.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2737.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2732.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2726.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2701.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2676.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2661.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2660.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2643.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
2639.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2627.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2626.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2576.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2555.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2546.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2544.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
2520.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
2502.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2490.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2475.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2462.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2452.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2405.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2381.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2379.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2363.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2358.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2355.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2343.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2323.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2303.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2299.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2293.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2288.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
2287.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2286.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2271.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2270.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2267.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2245.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2245.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2244.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
2238.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
2238.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2225.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
2219.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
2219.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2218.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2216.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2213.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
2210.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2207.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
2204.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2197.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2193.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
2185.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
2180.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2178.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
2178.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
2167.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
2163.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2160.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2156.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
2149.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
2145.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2144.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2136.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2107.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2098.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2090.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2083.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2077.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2077.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2074.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2073.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2066.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2065.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2064.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2048.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2047.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2044.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2043.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2028.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2027.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2018.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2013.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
2012.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2009.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2000.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1997.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1997.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1994.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1993.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1989.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1975.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1975.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1973.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1966.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1965.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1961.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1961.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1960.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1959.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1955.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1947.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1946.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1942.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1936.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1932.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1931.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1928.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1928.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1926.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1925.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1922.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1905.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1891.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1887.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1886.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1885.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1882.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1880.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1877.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1875.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1873.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1870.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1862.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1859.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1851.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1851.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1845.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1845.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1843.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1840.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1839.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1835.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1834.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1826.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1825.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1821.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1820.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1816.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1811.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1800.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1798.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1797.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1795.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1790.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1787.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1784.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1782.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1782.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1778.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1776.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1776.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1772.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1772.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1769.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1765.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1763.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1760.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1759.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1758.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1755.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1741.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1734.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1732.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1732.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1732.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1724.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1721.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1718.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1716.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1713.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1711.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1711.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1710.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1705.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1691.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1689.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1685.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1684.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1680.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1679.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1678.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1675.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1674.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1672.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1672.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1671.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1670.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1670.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1667.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1666.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1664.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1664.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1662.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1659.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1653.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1652.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1646.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1646.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1646.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1645.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1645.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1632.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1632.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1624.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1623.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1623.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1621.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1621.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1619.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1617.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1617.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1616.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1614.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1612.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1611.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1611.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1607.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1604.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1601.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1600.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1597.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1597.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1581.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1580.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1577.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1570.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1570.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1567.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1566.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1565.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1563.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1560.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1558.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1556.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1551.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1550.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1549.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1548.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1546.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1544.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1543.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1543.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1541.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1541.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1540.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1540.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1539.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1538.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1538.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1537.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1536.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1530.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1527.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1525.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1524.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1522.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1520.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1519.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1519.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1516.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1511.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1495.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1494.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1493.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1490.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1487.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1483.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1481.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1481.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1481.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1480.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1476.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1471.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1464.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1456.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1455.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1455.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1454.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1452.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1449.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1444.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1441.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1440.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1438.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1437.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1437.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1436.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1436.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1434.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1433.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1431.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1430.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1429.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1428.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1427.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1425.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1419.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1418.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1416.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1416.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1415.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1409.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1408.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1406.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1406.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1404.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1400.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1398.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1398.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1397.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1387.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1387.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1384.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1382.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1379.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1377.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1369.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1363.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1363.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1361.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1356.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1355.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1355.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1353.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1348.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1345.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1345.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1342.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1341.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1339.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1339.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1334.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1334.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1332.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1331.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1330.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1329.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1328.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1320.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1313.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1312.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1309.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1308.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1308.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1305.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1304.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1300.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1287.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1286.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1283.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1275.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1275.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1275.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1272.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1271.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1261.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1261.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1260.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1255.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1255.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1247.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1246.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1242.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1240.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1240.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1239.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1234.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1232.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1231.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1230.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1228.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1219.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1213.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1212.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1212.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1209.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1205.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1196.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1193.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1190.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1185.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1185.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1184.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1183.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1183.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1182.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1179.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1169.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1162.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1162.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1162.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1161.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1161.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1160.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1158.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1154.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1152.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1151.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1147.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1146.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1143.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1141.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1140.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1140.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1140.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1138.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1129.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1127.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1125.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1123.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1122.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1121.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1118.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1116.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1113.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1108.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1102.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1099.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1085.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1080.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1078.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1074.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1072.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1071.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1070.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1065.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1049.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1046.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1041.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1034.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1033.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1032.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1031.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1030.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1028.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1022.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1014.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1012.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1009.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1007.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1001.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1000.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
996.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
992.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
991.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
982.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
981.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
971.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
967.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
965.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
954.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
953.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
951.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
949.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
929.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
928.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
925.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
898.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
896.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
886.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
880.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
860.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
853.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
852.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
848.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
844.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
840.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
781.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
748.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
738.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
738.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
717.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
717.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
713.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
710.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
678.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
672.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
669.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
638.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
630.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
586.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
583.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
524.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
467.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
416.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
402.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
RPS15A 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
1438.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2796.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2763.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2747.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2641.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2532.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2403.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
2353.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2051.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1944.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1907.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1900.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1884.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1873.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1857.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1854.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1850.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1810.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1805.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1733.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1727.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1726.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1715.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1714.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1706.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1703.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1689.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1683.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1667.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1636.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1630.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1624.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1616.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1612.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1574.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1571.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1552.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1540.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1533.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1483.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1476.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1463.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1449.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1444.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1436.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1429.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1412.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1409.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1402.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1386.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1357.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1344.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1330.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1320.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1318.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1305.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1301.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1299.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1292.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1269.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1265.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1258.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1247.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1243.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1228.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1226.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1218.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1218.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1206.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1179.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1177.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1172.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1164.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1158.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1155.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1139.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1134.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1117.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1094.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1089.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1088.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1086.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1079.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1073.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1055.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1051.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1031.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1008.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1004.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
958.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
940.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
902.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
896.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
885.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
879.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
862.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
835.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
766.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
746.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
663.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPS15A is potential prognostic, high expression is unfavorable 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
1207.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3667.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3661.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3336.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3101.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2746.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2614.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2603.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2598.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2464.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2361.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2221.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2220.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2218.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2202.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2113.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2098.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2091.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2069.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2065.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2053.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2030.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2020.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2012.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1983.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1970.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1936.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1906.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1904.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1904.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1896.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1873.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1866.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1862.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1838.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1815.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1809.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1807.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1791.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1778.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1773.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1769.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1764.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1757.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1745.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1742.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1725.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1725.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1709.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1708.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1707.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1697.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1683.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1679.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1675.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1671.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1665.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1648.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1641.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1635.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1616.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1609.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1608.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1607.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1602.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1600.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1600.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1589.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1588.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1580.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1560.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1556.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1537.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1533.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1518.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1517.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1515.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1514.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1511.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1509.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1509.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1485.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1485.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1479.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1461.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1457.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1450.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1448.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1447.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1433.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1432.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1431.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1428.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1425.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1421.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1412.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1410.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1405.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1391.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1390.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1376.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1369.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1367.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1362.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1352.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1350.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1346.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1341.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1340.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1340.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1333.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1328.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1325.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1320.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1314.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1302.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1301.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1298.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1273.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1273.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1264.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1264.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1261.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1243.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1240.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1239.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1236.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1230.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1223.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1222.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1219.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1217.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1216.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1215.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1215.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1211.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1207.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1207.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1202.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1201.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1201.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1197.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1197.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1195.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1192.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1186.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1175.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1171.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1169.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1166.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1156.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1155.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1149.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1139.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1130.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1128.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1117.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1116.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1110.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1101.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1101.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1097.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1097.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1094.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1092.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1091.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1090.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1076.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1074.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1041.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1038.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1038.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1026.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1017.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1004.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
993.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
989.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
989.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
988.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
979.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
976.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
975.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
964.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
963.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
959.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
952.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
937.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
932.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
929.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
927.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
927.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
924.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
920.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
915.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
913.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
901.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
900.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
886.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
860.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
857.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
855.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
845.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
841.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
835.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
834.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
831.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
825.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
823.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
821.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
816.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
816.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
816.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
813.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
811.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
807.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
801.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
789.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
787.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
783.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
765.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
736.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
734.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
719.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
705.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
705.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
700.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
692.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
692.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
689.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
685.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
675.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
662.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
653.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
646.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
624.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
615.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
614.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
614.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
594.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
588.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
580.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
575.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
563.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
562.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
532.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
531.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
519.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
517.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
500.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
489.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
489.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
487.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
471.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
452.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
448.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
443.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
442.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
432.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
416.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
410.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
404.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
399.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
392.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
392.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
385.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
378.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
366.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
359.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
317.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
310.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
305.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
292.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
275.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
268.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
262.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
261.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
241.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
234.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
232.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
172.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
126.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
115.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
71.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0001180009
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0077110003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0069190001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0025050003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0023710001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0006950001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0000890001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0001510001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0010160003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0014370004
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0000870016
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0019990003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0001500009
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0088900003
Tumor
-0.6
CPT0078530001
Normal
-0.7
CPT0012900004
Tumor
-0.8
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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.