We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SGK1 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
14.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
172.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
121.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
77.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
43.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
34.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
22.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
19.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SGK1 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
80.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
321.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
319.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
312.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
285.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
274.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
272.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
272.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
255.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
250.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
245.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
241.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
241.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
224.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
223.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
221.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
220.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
217.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
216.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
215.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
210.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
208.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
207.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
206.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
205.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
202.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
199.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
195.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
190.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
190.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
186.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
185.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
184.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
182.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
179.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
178.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
176.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
175.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
174.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
174.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
173.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
171.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
171.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
170.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
169.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
168.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
166.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
165.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
164.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
164.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
162.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
161.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
159.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
159.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
158.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
157.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
157.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
157.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
156.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
155.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
155.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
154.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
154.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
154.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
153.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
153.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
151.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
150.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
149.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
149.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
148.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
148.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
147.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
147.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
145.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
144.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
139.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
139.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
136.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
136.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
136.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
136.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
136.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
135.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
135.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
135.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
134.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
134.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
133.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
132.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
132.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
131.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
131.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
130.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
130.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
128.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
128.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
127.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
127.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
125.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
125.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
125.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
125.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
124.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
124.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
123.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
123.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
123.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
122.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
122.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
122.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
122.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
121.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
120.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
120.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
119.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
119.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
119.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
118.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
118.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
118.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
117.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
117.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
117.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
117.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
116.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
115.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
114.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
114.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
114.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
113.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
113.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
113.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
113.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
112.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
112.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
112.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
111.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
110.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
110.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
110.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
110.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
110.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
109.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
108.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
108.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
108.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
106.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
105.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
105.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
104.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
103.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
103.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
103.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
102.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
102.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
102.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
102.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
101.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
101.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
101.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
100.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
100.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
100.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
100.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
100.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
99.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
98.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
98.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
98.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
98.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
97.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
97.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
97.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
97.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
97.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
96.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
96.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
96.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
95.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
95.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
93.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
93.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
93.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
93.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
92.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
92.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
92.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
91.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
91.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
91.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
90.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
90.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
90.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
90.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
89.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
89.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
88.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
88.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
87.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
86.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
86.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
86.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
86.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
85.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
84.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
84.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
83.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
83.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
83.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
83.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
82.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
82.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
82.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
82.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
81.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
81.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
81.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
81.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
80.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
80.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
80.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
80.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
79.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
79.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
79.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
79.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
78.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
78.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
77.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
77.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
77.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
76.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
76.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
76.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
76.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
76.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
75.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
75.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
75.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
75.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
75.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
74.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
74.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
74.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
73.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
73.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
73.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
73.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
72.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
72.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
72.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
72.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
71.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
69.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
69.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
68.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
68.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
67.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
67.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
67.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
67.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
67.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
66.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
66.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
66.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
65.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
65.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
65.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
64.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
64.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
64.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
64.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
64.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
64.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
63.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
63.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
62.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
62.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
62.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
61.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
61.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
61.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
61.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
61.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
60.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
60.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
60.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
60.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
60.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
60.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
59.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
59.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
59.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
59.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
59.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
59.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
58.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
58.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
58.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
57.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
57.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
57.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
57.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
57.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
56.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
56.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
56.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
55.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
55.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
55.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
55.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
55.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
54.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
54.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
54.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
54.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
52.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
52.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
52.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
51.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
51.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
51.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
49.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
49.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
48.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
48.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
47.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
47.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
47.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
47.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
46.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
46.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
46.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
46.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
46.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
46.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
45.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
44.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
43.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
42.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
41.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
41.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
40.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
40.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
40.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
39.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
39.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
39.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
37.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
37.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
37.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
36.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
36.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
36.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
36.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
35.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
35.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
34.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
34.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
33.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
33.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
33.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
32.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
31.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
30.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
30.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
29.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
29.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
28.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
28.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
28.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
28.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
27.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
27.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
25.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
25.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
25.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
16.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SGK1 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
94.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
288.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
255.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
239.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
222.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
217.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
215.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
210.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
172.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
159.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
150.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
146.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
145.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
145.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
143.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
140.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
140.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
139.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
139.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
135.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
135.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
133.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
127.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
127.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
126.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
124.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
122.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
121.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
121.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
121.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
119.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
116.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
116.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
113.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
111.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
110.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
107.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
106.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
106.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
104.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
104.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
103.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
102.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
101.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
100.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
100.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
92.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
92.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
91.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
91.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
88.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
86.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
85.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
84.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
83.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
79.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
72.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
69.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
67.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
66.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
64.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
64.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
62.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
61.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
61.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
60.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
58.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
56.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
54.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
53.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
51.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
51.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
46.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
43.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
43.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
41.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
41.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
39.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
39.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
32.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
32.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
28.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
SGK1 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
51.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
384.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
264.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
212.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
198.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
188.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
170.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
169.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
161.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
158.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
155.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
142.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
139.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
137.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
137.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
136.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
136.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
134.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
129.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
126.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
126.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
126.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
125.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
124.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
120.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
120.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
118.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
117.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
114.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
114.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
112.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
111.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
111.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
110.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
110.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
107.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
104.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
102.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
101.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
100.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
97.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
96.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
95.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
93.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
93.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
93.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
92.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
92.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
92.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
92.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
91.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
90.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
90.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
90.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
88.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
85.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
85.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
85.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
83.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
82.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
82.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
80.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
80.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
79.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
78.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
78.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
76.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
75.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
75.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
75.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
75.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
74.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
74.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
72.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
72.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
71.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
70.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
70.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
69.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
68.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
67.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
67.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
67.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
66.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
66.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
65.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
64.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
63.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
63.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
63.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
63.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
62.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
62.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
62.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
62.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
61.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
61.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
61.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
59.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
58.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
57.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
56.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
53.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
53.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
52.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
52.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
52.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
50.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
50.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
50.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
50.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
49.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
48.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
47.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
47.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
47.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
46.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
46.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
45.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
44.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
44.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
44.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
44.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
42.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
42.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
41.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
41.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
40.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
40.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
40.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
39.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
39.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
39.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
38.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
38.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
37.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
35.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
35.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
34.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
32.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
32.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
30.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
30.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
29.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
28.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
28.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
28.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
27.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
26.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
24.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
24.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
23.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
19.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
17.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
11.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
7.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
5.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
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
