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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.
CD99 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
42.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
627.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
130.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
119.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
105.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
86.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
82.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
74.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
65.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
60.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
58.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
56.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
54.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
43.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
39.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
37.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
37.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
37.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
36.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
36.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
34.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
33.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
32.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
30.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
29.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
29.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
28.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
27.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
26.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
25.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
25.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
21.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
19.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
17.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
CD99 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
207.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1262.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1096.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
816.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
533.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
513.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
503.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
470.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
462.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
450.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
448.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
444.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
436.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
429.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
426.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
418.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
417.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
415.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
413.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
410.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
405.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
403.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
401.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
399.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
397.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
388.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
387.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
386.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
379.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
378.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
371.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
365.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
361.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
361.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
359.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
355.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
355.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
353.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
351.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
350.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
349.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
349.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
347.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
347.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
345.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
338.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
335.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
334.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
334.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
332.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
328.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
325.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
324.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
322.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
322.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
317.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
317.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
314.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
314.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
313.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
312.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
311.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
304.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
300.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
300.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
298.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
297.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
297.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
295.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
293.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
291.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
290.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
290.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
289.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
288.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
287.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
286.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
284.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
284.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
284.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
283.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
282.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
281.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
281.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
281.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
281.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
280.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
280.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
280.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
277.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
277.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
277.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
275.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
272.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
272.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
272.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
269.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
269.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
269.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
269.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
269.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
268.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
267.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
266.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
264.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
263.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
262.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
262.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
262.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
262.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
262.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
261.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
261.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
260.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
260.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
258.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
258.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
258.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
258.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
257.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
257.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
256.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
256.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
256.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
255.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
255.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
254.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
254.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
254.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
250.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
249.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
249.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
248.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
247.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
247.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
247.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
245.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
245.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
245.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
245.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
244.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
244.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
244.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
243.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
242.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
241.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
240.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
240.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
238.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
238.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
237.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
237.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
236.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
236.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
235.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
234.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
234.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
234.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
234.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
233.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
233.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
233.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
232.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
232.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
232.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
231.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
231.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
231.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
231.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
230.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
230.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
230.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
229.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
229.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
228.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
228.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
228.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
227.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
227.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
226.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
226.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
226.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
225.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
225.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
225.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
224.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
224.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
223.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
221.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
221.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
221.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
221.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
221.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
220.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
220.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
220.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
218.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
218.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
218.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
218.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
218.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
218.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
215.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
214.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
214.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
213.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
213.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
212.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
211.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
211.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
211.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
210.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
209.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
207.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
207.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
207.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
207.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
205.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
204.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
204.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
203.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
203.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
202.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
202.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
201.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
201.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
200.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
200.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
200.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
200.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
199.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
199.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
198.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
197.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
196.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
196.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
196.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
196.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
196.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
195.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
195.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
195.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
194.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
194.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
193.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
193.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
193.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
193.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
193.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
192.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
191.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
191.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
191.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
191.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
190.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
190.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
189.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
189.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
189.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
189.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
189.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
188.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
187.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
187.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
187.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
187.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
187.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
186.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
185.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
185.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
185.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
185.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
185.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
183.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
183.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
183.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
183.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
183.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
183.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
182.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
182.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
182.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
181.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
181.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
181.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
181.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
181.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
181.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
180.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
180.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
180.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
180.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
180.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
179.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
179.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
179.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
179.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
179.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
178.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
178.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
178.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
178.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
177.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
177.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
176.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
175.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
175.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
175.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
174.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
174.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
173.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
173.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
172.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
172.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
172.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
172.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
172.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
172.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
171.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
171.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
171.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
170.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
169.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
169.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
169.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
169.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
168.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
168.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
167.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
167.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
167.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
166.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
166.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
166.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
166.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
166.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
165.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
165.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
164.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
164.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
164.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
164.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
164.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
164.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
163.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
162.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
162.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
161.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
161.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
161.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
161.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
160.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
160.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
160.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
160.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
159.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
159.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
159.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
158.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
158.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
157.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
157.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
156.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
156.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
156.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
156.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
155.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
154.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
154.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
153.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
152.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
152.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
151.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
150.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
150.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
150.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
149.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
149.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
149.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
148.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
148.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
148.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
147.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
147.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
146.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
145.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
145.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
145.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
144.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
144.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
144.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
144.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
144.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
142.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
142.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
142.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
142.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
141.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
140.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
140.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
140.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
140.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
140.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
139.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
137.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
137.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
137.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
137.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
136.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
136.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
136.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
135.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
135.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
135.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
135.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
134.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
134.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
133.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
132.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
132.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
131.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
131.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
130.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
130.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
130.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
130.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
129.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
129.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
129.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
126.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
126.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
126.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
125.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
125.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
125.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
124.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
124.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
123.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
123.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
123.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
122.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
122.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
122.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
122.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
121.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
120.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
120.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
119.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
119.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
119.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
118.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
116.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
116.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
115.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
115.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
114.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
114.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
114.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
114.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
113.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
113.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
112.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
112.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
110.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
110.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
110.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
109.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
109.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
108.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
108.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
107.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
106.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
106.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
106.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
106.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
105.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
105.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
103.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
102.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
101.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
101.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
101.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
100.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
100.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
98.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
98.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
98.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
97.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
96.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
90.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
90.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
90.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
86.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
85.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
84.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
84.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
83.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
83.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
80.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
80.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
79.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
78.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
77.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
76.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
72.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
60.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
59.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
57.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
56.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
56.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
55.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
51.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
42.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
36.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
28.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
27.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
CD99 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
184.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
649.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
471.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
455.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
414.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
404.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
364.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
359.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
305.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
295.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
286.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
280.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
277.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
265.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
253.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
245.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
235.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
233.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
229.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
228.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
226.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
225.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
218.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
214.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
213.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
210.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
210.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
209.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
205.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
200.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
200.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
193.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
192.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
191.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
190.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
189.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
188.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
186.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
186.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
185.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
182.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
177.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
175.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
174.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
174.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
174.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
173.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
171.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
170.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
169.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
168.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
165.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
158.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
157.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
154.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
151.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
150.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
149.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
149.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
145.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
145.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
145.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
144.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
143.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
141.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
139.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
139.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
135.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
134.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
134.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
134.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
129.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
126.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
125.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
125.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
125.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
124.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
124.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
123.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
123.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
122.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
122.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
120.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
119.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
119.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
117.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
117.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
116.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
116.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
114.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
110.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
108.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
106.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
105.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
100.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
100.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
94.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
92.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
92.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
66.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CD99 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
107.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
417.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
375.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
313.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
306.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
300.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
279.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
276.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
274.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
232.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
225.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
221.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
211.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
204.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
198.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
196.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
196.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
194.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
187.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
186.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
186.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
183.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
179.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
178.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
176.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
173.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
172.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
171.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
171.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
171.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
170.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
169.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
169.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
166.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
165.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
165.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
165.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
164.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
161.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
159.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
158.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
157.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
157.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
156.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
156.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
155.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
154.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
154.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
154.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
152.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
152.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
149.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
148.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
146.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
146.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
146.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
146.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
145.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
145.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
144.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
144.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
144.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
142.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
142.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
139.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
138.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
138.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
138.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
137.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
136.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
136.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
136.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
135.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
135.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
133.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
131.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
129.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
129.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
128.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
126.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
126.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
126.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
125.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
124.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
123.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
123.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
123.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
123.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
122.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
122.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
121.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
120.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
119.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
119.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
119.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
119.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
117.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
117.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
117.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
117.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
115.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
115.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
114.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
113.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
113.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
112.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
112.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
111.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
110.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
109.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
109.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
109.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
109.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
108.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
108.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
107.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
107.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
106.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
105.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
105.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
105.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
104.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
104.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
103.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
102.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
101.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
100.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
100.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
100.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
100.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
99.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
99.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
99.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
99.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
99.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
98.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
98.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
98.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
98.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
98.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
97.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
96.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
96.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
96.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
96.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
96.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
96.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
95.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
94.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
94.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
93.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
93.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
93.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
93.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
92.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
92.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
91.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
91.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
90.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
90.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
89.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
89.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
89.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
88.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
87.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
87.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
86.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
86.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
86.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
86.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
85.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
85.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
85.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
85.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
85.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
85.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
84.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
83.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
82.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
82.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
82.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
82.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
82.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
81.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
81.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
81.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
81.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
81.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
78.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
78.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
78.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
78.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
78.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
78.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
77.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
77.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
77.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
77.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
76.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
75.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
74.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
74.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
73.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
73.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
73.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
72.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
72.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
72.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
71.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
71.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
71.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
71.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
70.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
70.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
69.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
68.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
68.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
68.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
68.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
67.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
67.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
67.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
66.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
66.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
66.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
66.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
64.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
64.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
64.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
64.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
63.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
63.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
63.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
63.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
61.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
60.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
59.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
58.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
58.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
57.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
57.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
55.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
55.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
55.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
55.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
54.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
54.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
54.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
53.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
53.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
52.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
51.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
50.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
49.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
48.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
47.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
45.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
44.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
44.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
42.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
42.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
39.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
39.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
39.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
39.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
38.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
38.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
38.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
36.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
34.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
34.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
34.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
34.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
33.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000640003
Tumor
1.0
CPT0088550004
Tumor
0.9
CPT0069160003
Tumor
0.9
CPT0088630003
Tumor
0.8
CPT0088900003
Tumor
0.8
CPT0081990003
Tumor
0.8
CPT0010160003
Tumor
0.7
CPT0084560003
Tumor
0.7
CPT0092190003
Normal
0.7
CPT0023350003
Tumor
0.7
CPT0077320001
Normal
0.6
CPT0025350003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0086870003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0065870003
Tumor
0.6
CPT0012370003
Tumor
0.5
CPT0013790003
Normal
0.5
CPT0079510001
Normal
0.5
CPT0075560003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0078530001
Normal
0.4
CPT0001270001
Normal
0.4
CPT0066480003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0069000003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0079480003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0025050003
Tumor
0.4
CPT0007320003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0079230003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0065690003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0065750003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0087050003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0012180003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0086890003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0064370003
Tumor
-0.3
CPT0009080003
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0066430001
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0088780001
Normal
-0.4
CPT0020120003
Tumor
-0.4
CPT0086370003
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0065810003
Tumor
-0.4
CPT0014130001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0014160003
Tumor
-0.4
CPT0081620001
Normal
-0.4
CPT0025110003
Tumor
-0.5
CPT0007870001
Normal
-0.5
CPT0065930003
Tumor
-0.5
CPT0063330001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0011410003
Tumor
-0.5
CPT0006730001
Normal
-0.6
CPT0001500009
Tumor
-0.6
CPT0079300001
Normal
-0.7
CPT0079380003
Tumor
-0.8
CPT0002270011
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0078660003
Tumor
-0.9
CPT0088970003
Tumor
-0.9
CPT0014350001
Normal
-1.1
CPT0079180003
Tumor
-1.2
CPT0079270003
Tumor
-1.7
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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.