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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.
PRKCD 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
125.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
348.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
336.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
332.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
320.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
304.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
287.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
281.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
255.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
230.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
210.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
201.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
198.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
192.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
184.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
184.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
183.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
181.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
180.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
172.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
171.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
164.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
160.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
151.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
144.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
137.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
135.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
134.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
126.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
122.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
112.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
110.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
108.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
107.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
102.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
100.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
100.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
82.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
81.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
80.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
72.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
72.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
68.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
64.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
64.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
62.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
62.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
58.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
52.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
48.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
47.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
46.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
45.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
43.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
41.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
38.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
35.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
PRKCD is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
122.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
121.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
105.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
98.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
97.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
97.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
95.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
92.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
76.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
69.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
63.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
55.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
38.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
32.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
30.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
30.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
26.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
26.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
26.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
24.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
24.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
23.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
23.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
22.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
22.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
18.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
16.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
16.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
15.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
14.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
11.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
10.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
9.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
7.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
7.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
5.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
5.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
5.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
4.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 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.
PRKCD 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
17.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
36.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
28.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
28.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
19.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
16.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
16.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
14.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
PRKCD 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
14.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
129.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
125.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
62.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
56.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
49.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
45.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
43.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
41.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
39.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
37.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
33.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
29.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
28.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
28.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
25.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
25.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
22.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
21.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
13.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
12.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
9.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
9.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
8.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
7.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
5.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
2.6
CPT0079180003
Tumor
2.5
CPT0088550004
Tumor
1.0
CPT0012180003
Tumor
0.7
CPT0084560003
Tumor
0.5
CPT0092310003
Normal
0.5
CPT0076330003
Tumor
0.4
CPT0001180009
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0025050003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0077500001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0014470001
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0078670001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0077320001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0069010001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0075130003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0025290003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0081600003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0015730003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0079480003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0078930003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0086030003
Tumor
-0.7
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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.
The Human Protein Atlas project is funded
