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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.
RPS12 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
999.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5407.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1884.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1830.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1806.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1779.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1614.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1585.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1443.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1389.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1329.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1311.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1244.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1229.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1206.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1206.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1200.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1189.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1186.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1142.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1134.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1066.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1006.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
998.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
992.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
946.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
945.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
933.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
924.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
906.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
881.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
869.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
843.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
830.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
826.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
815.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
796.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
784.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
772.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
768.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
755.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
753.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
751.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
741.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
740.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
702.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
664.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
664.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
655.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
645.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
632.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
626.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
606.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
592.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
577.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
569.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
559.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
546.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
532.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
462.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
444.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
439.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
424.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
418.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
RPS12 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
1729.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4756.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4670.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4308.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
4209.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3807.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
3750.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
3571.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3510.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
3436.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3407.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
3233.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3218.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3190.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
3173.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
3150.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3141.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
3133.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3126.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
2981.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2969.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2956.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2909.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2904.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2890.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2885.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2875.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2870.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2848.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2845.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
2822.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2807.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
2798.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2789.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2786.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2780.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2757.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
2719.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2701.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
2687.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2680.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2665.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2659.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2658.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2650.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2636.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2624.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
2606.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2587.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2581.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2572.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
2571.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2560.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2559.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
2552.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2547.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
2535.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
2533.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2528.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2526.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2514.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2511.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2507.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2476.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
2475.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
2456.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2447.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
2443.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2443.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
2441.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2437.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2434.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
2431.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
2431.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2426.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2423.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2422.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
2419.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2406.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
2401.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2398.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
2396.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
2389.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
2388.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
2385.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2380.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2378.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2377.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2377.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
2373.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
2360.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2356.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2354.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2346.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2343.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2328.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2325.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2321.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2319.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
2304.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2296.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
2293.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2288.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2263.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2259.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2258.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
2248.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2243.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2239.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2235.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
2235.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2230.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2227.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2225.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
2224.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2224.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
2197.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
2196.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2186.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2182.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
2181.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2173.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2171.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
2158.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
2147.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2144.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
2141.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2141.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
2137.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2129.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2128.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2125.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
2123.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2116.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2111.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2110.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2108.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
2107.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2106.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2105.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2102.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2101.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2098.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
2094.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
2090.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
2089.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2089.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2079.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2076.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2072.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2070.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
2070.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
2068.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2066.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2066.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
2064.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
2062.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2062.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2051.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
2050.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
2047.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
2042.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
2040.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
2038.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2028.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2026.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2024.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2021.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
2018.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2004.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1992.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1990.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1988.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1988.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1983.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1978.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1976.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1976.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1974.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1972.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1971.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1966.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1950.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1947.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1941.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1941.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1939.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1935.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1932.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1928.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1919.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1914.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1908.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1906.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1905.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1893.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1893.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1888.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1886.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1885.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1882.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1877.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1873.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1868.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1861.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1860.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1858.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1853.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1841.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1840.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1839.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1835.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1835.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1831.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1821.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1820.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1820.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1816.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1814.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1810.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1809.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1809.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1805.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1804.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1803.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1799.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1796.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1796.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1786.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1784.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1783.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1781.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1768.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1758.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1751.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1747.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1747.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1746.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1746.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1744.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1744.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1728.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1726.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1725.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1721.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1717.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1706.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1704.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1703.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1702.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1699.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1695.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1691.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1688.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1686.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1685.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1678.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1674.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1672.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1672.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1672.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1665.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1659.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1657.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1656.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1646.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1645.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1643.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1641.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1641.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1631.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1630.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1630.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1629.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1625.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1623.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1623.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1622.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1615.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1611.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1611.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1610.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1609.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1608.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1600.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1599.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1589.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1578.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1578.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1575.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1574.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1572.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1568.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1567.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1565.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1564.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1564.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1562.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1561.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1560.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1549.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1542.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1540.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1539.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1536.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1536.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1531.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1526.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1522.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1520.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1518.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1511.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1505.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1500.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1499.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1498.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1497.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1493.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1492.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1489.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1483.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1481.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1474.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1473.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1472.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1470.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1470.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1470.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1469.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1467.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1465.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1463.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1457.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1442.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1440.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1440.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1438.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1435.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1434.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1431.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1431.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1428.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1424.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1422.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1419.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1418.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1413.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1412.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1406.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1405.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1399.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1395.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1395.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1393.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1391.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1390.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1386.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1386.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1386.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1385.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1372.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1368.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1366.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1364.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1362.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1359.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1356.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1355.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1352.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1350.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1345.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1340.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1339.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1333.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1331.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1327.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1324.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1313.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1313.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1311.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1309.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1303.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1303.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1278.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1260.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1259.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1258.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1257.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1248.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1245.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1245.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1242.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1240.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1239.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1228.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1228.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1227.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1219.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1218.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1211.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1205.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1203.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1199.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1198.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1197.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1196.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1183.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1182.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1181.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1179.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1173.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1167.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1163.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1159.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1159.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1158.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1157.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1154.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1151.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1146.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1131.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1126.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1125.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1123.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1113.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1109.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1107.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1097.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1093.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1088.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1082.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1081.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1079.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1077.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1072.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1068.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1063.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1062.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1056.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1051.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1048.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1039.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1036.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1034.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1033.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1027.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1024.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1016.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1012.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1004.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
999.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
997.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
996.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
995.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
995.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
989.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
984.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
981.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
975.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
970.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
965.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
962.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
961.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
957.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
955.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
954.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
953.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
949.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
940.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
937.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
923.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
901.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
898.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
893.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
893.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
881.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
879.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
871.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
862.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
855.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
848.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
840.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
812.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
808.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
807.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
806.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
804.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
800.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
783.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
778.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
778.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
777.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
771.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
766.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
762.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
752.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
746.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
734.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
678.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
677.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
666.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
650.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
647.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
634.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
634.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
633.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
630.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
605.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
591.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
561.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
530.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
528.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
513.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
512.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
489.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
411.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
411.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
377.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
373.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
360.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
355.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
RPS12 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
1827.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4821.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4771.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
4065.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3989.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3725.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
3454.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2975.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2861.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2719.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2687.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2591.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2563.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
2515.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2372.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2331.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
2291.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2286.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2286.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2277.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
2233.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2233.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2173.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
2156.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2122.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
2117.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2113.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2104.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2104.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
2087.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
2043.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
2039.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1999.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1993.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1965.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1949.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1946.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1923.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1900.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1888.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1874.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1870.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1839.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1815.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1785.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1761.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1706.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1691.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1661.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1652.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1631.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1627.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1616.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1613.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1598.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1590.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1563.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1560.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1540.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1532.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1511.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1501.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1496.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1494.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1472.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1468.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1449.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1444.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1434.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1430.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1425.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1395.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1380.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1378.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1370.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1366.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1365.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1362.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1355.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1355.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1264.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1240.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1221.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1219.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1201.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1194.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1185.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1181.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1180.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1149.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1096.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1070.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1061.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1034.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
975.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
971.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
881.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
793.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
767.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
711.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
RPS12 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
1474.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4608.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4528.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3457.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3446.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3287.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3247.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3076.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3032.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2991.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2889.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2887.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2866.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2856.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2796.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2787.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
2777.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2712.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2693.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2603.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2593.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2573.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2521.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2493.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2484.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2484.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2454.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2401.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2398.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2393.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2358.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2324.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
2309.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2297.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
2279.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
2273.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2228.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2221.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2200.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2178.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2171.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2153.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
2139.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2122.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
2115.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2106.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2085.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2073.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2064.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
2057.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2037.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2034.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2030.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2006.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1983.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1973.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1949.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1934.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1921.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1906.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1897.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1885.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1863.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1861.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1857.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1850.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1849.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1831.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1813.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1812.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1808.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1805.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1802.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1801.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1801.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1767.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1760.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1753.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1751.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1751.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1745.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1739.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1738.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1693.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1688.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1685.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1661.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1645.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1644.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1639.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1638.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1638.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1631.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1619.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1618.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1618.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1617.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1616.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1613.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1610.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1598.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1595.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1593.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1592.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1590.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1587.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1586.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1584.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1581.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1573.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1567.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1554.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1542.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1542.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1535.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1515.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1515.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1505.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1504.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1503.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1497.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1482.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1482.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1481.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1481.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1480.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1478.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1476.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1461.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1460.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1459.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1446.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1446.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1444.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1439.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1439.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1431.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1423.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1420.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1417.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1417.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1405.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1398.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1398.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1359.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1359.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1357.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1357.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1350.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1347.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1346.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1345.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1336.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1333.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1330.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1326.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1320.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1317.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1307.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1306.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1296.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1296.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1294.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1288.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1287.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1281.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1281.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1277.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1262.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1257.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1256.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1254.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1242.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1239.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1237.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1228.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1215.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1209.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1209.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1203.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1202.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1177.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1174.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1173.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1173.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1164.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1161.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1148.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1129.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1124.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1117.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1109.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1109.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1103.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1091.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1087.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1080.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1079.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1077.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1072.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1066.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1064.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1062.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1048.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1048.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1044.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1038.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1035.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1033.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1033.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1028.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1027.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1012.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
992.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
983.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
980.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
979.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
971.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
968.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
967.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
965.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
965.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
962.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
961.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
960.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
959.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
953.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
945.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
941.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
911.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
906.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
894.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
868.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
830.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
823.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
823.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
814.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
811.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
781.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
774.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
760.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
760.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
759.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
757.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
739.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
731.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
729.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
727.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
721.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
713.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
705.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
703.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
689.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
684.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
681.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
677.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
668.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
656.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
645.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
641.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
641.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
637.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
635.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
622.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
577.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
566.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
565.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
562.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
541.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
539.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
537.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
528.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
521.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
509.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
506.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
494.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
486.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
448.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
381.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
337.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
290.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
209.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
69.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0012180003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0065430003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0077320001
Normal
0.4
CPT0002350011
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0017450001
Normal
0.4
CPT0077110003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0012280003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0011240003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0012080003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0025230003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0012920003
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0088920001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0088690003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0012770003
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0077500001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0014350001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0065930003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0086360003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0092790003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0064370003
Tumor
-0.5
CPT0089460004
Tumor
-0.6
CPT0086030003
Tumor
-0.7
CPT0065810003
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0001500009
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0077310003
Tumor
-0.7
CPT0065750003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0081880003
Tumor
-0.9
CPT0020120003
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0006630003
Tumor
-1.0
CPT0092290003
Tumor
-1.0
CPT0078510003
Tumor
-1.1
CPT0015730003
Tumor
-1.1
CPT0025170003
Tumor
-1.1
CPT0025290003
Tumor
-1.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
