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.
PSMC5 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
58.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
140.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
133.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
129.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
112.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
101.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
96.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
86.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
80.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
79.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
79.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
76.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
76.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
74.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
71.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
70.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
69.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
67.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
64.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
64.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
63.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
63.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
60.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
60.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
60.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
60.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
60.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
59.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
59.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
57.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
57.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
57.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
56.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
56.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
55.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
55.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
53.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
53.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
53.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
51.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
51.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
50.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
50.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
49.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
48.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
45.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
41.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
40.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
39.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
37.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
37.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
36.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
35.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
32.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
31.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
27.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
17.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSMC5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
98.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
226.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
218.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
195.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
193.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
191.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
186.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
177.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
168.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
163.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
162.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
160.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
156.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
155.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
151.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
147.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
147.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
145.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
145.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
144.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
142.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
141.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
141.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
140.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
140.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
140.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
139.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
139.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
138.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
137.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
137.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
137.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
136.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
135.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
135.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
134.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
134.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
133.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
133.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
133.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
133.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
133.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
132.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
131.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
131.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
131.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
130.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
130.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
130.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
129.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
129.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
129.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
128.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
128.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
127.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
127.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
127.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
125.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
125.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
125.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
125.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
125.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
125.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
124.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
124.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
124.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
124.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
123.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
123.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
123.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
123.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
123.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
123.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
123.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
123.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
123.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
123.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
122.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
122.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
122.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
122.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
122.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
121.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
121.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
121.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
121.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
121.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
120.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
120.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
119.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
119.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
119.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
119.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
119.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
119.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
119.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
118.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
118.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
118.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
118.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
118.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
118.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
117.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
117.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
117.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
117.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
117.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
116.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
116.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
115.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
115.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
115.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
114.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
114.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
114.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
114.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
114.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
114.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
114.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
114.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
114.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
113.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
113.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
113.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
113.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
113.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
113.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
113.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
113.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
113.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
113.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
112.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
112.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
112.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
112.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
112.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
112.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
112.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
112.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
112.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
112.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
111.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
111.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
111.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
111.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
111.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
111.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
111.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
110.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
110.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
110.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
110.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
110.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
110.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
110.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
109.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
109.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
109.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
109.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
109.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
109.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
108.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
108.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
108.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
108.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
108.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
108.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
108.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
108.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
108.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
108.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
108.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
107.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
107.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
107.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
107.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
107.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
107.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
107.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
107.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
107.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
107.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
106.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
106.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
106.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
106.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
106.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
106.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
106.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
106.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
105.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
105.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
105.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
105.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
105.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
105.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
105.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
104.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
104.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
104.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
104.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
104.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
104.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
104.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
104.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
104.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
103.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
103.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
103.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
103.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
102.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
102.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
102.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
102.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
102.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
102.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
102.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
102.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
102.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
102.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
101.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
101.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
101.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
101.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
101.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
101.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
101.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
101.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
101.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
100.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
100.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
100.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
100.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
100.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
100.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
100.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
100.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
99.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
99.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
99.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
99.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
99.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
99.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
99.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
98.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
98.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
98.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
98.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
98.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
98.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
98.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
98.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
98.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
98.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
97.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
97.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
97.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
97.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
97.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
97.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
97.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
97.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
96.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
96.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
96.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
96.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
96.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
96.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
96.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
96.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
96.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
96.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
95.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
95.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
95.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
95.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
95.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
94.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
94.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
94.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
94.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
94.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
94.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
94.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
94.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
94.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
94.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
94.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
94.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
93.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
93.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
93.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
93.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
93.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
93.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
93.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
93.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
92.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
92.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
92.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
92.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
92.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
92.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
92.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
92.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
92.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
92.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
92.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
91.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
91.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
91.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
91.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
91.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
91.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
90.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
90.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
90.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
90.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
90.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
90.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
90.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
90.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
90.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
90.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
90.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
90.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
90.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
89.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
89.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
89.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
89.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
89.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
89.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
89.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
89.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
89.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
88.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
88.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
88.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
88.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
87.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
87.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
87.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
87.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
87.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
87.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
87.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
87.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
86.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
86.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
86.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
86.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
86.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
86.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
86.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
85.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
85.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
85.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
85.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
84.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
84.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
84.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
84.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
84.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
84.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
84.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
83.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
83.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
83.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
83.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
83.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
83.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
83.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
82.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
82.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
82.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
82.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
82.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
82.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
81.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
81.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
81.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
81.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
81.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
81.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
81.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
80.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
80.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
80.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
80.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
80.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
80.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
80.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
80.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
80.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
80.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
80.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
80.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
79.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
79.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
79.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
79.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
79.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
79.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
79.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
79.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
79.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
79.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
79.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
78.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
78.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
78.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
78.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
78.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
78.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
78.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
78.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
78.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
78.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
77.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
77.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
77.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
77.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
77.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
77.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
76.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
76.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
76.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
76.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
76.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
76.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
76.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
76.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
76.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
75.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
75.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
74.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
74.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
74.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
74.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
74.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
73.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
73.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
73.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
72.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
72.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
72.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
72.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
72.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
72.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
72.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
71.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
71.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
71.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
71.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
71.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
71.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
70.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
70.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
70.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
70.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
70.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
70.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
69.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
69.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
69.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
69.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
68.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
67.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
67.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
67.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
67.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
67.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
66.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
65.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
63.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
62.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
62.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
62.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
62.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
62.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
60.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
60.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
60.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
59.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
59.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
59.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
58.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
58.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
57.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
57.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
57.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
57.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
56.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
56.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
55.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
53.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
52.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
51.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
50.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
50.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
47.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
46.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
45.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
43.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
43.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
43.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
42.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
38.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
36.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
35.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
35.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
32.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
27.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSMC5 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
90.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
147.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
135.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
132.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
129.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
120.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
116.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
116.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
115.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
113.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
113.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
111.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
110.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
110.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
110.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
110.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
109.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
107.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
107.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
106.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
106.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
106.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
105.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
104.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
103.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
102.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
101.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
101.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
100.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
99.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
99.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
98.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
98.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
98.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
97.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
97.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
95.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
95.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
94.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
94.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
94.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
94.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
92.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
92.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
92.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
92.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
91.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
91.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
90.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
90.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
90.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
90.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
89.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
89.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
89.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
88.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
88.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
88.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
87.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
87.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
87.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
87.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
86.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
85.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
84.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
84.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
84.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
83.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
82.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
79.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
79.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
79.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
78.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
78.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
76.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
75.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
75.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
75.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
74.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
73.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
72.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
70.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
68.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
67.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
66.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
65.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
65.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
64.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
64.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
64.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
63.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
61.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
54.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
53.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
PSMC5 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
137.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
274.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
257.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
244.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
244.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
242.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
239.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
237.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
236.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
235.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
234.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
233.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
233.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
223.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
222.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
220.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
219.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
216.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
215.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
214.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
213.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
213.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
213.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
213.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
212.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
211.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
211.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
205.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
204.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
202.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
201.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
201.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
200.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
200.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
199.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
199.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
196.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
196.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
196.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
195.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
194.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
194.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
191.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
191.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
191.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
188.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
188.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
188.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
186.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
185.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
183.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
182.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
182.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
182.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
181.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
181.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
181.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
179.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
179.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
179.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
178.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
178.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
177.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
177.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
176.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
175.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
175.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
175.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
174.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
173.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
173.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
172.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
172.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
171.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
170.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
170.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
170.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
168.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
168.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
167.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
166.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
166.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
166.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
165.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
164.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
163.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
163.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
162.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
162.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
162.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
161.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
161.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
161.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
160.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
160.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
159.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
158.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
158.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
158.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
158.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
157.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
156.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
154.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
154.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
152.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
151.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
150.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
149.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
149.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
148.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
148.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
148.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
148.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
147.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
147.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
147.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
146.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
146.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
144.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
144.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
143.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
143.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
142.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
142.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
142.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
141.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
141.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
140.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
140.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
140.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
139.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
139.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
139.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
139.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
138.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
138.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
137.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
137.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
137.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
136.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
136.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
136.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
135.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
135.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
135.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
134.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
134.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
133.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
133.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
132.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
132.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
131.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
130.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
130.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
130.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
129.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
128.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
128.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
128.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
128.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
128.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
128.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
128.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
127.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
125.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
124.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
124.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
124.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
122.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
122.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
122.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
122.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
122.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
122.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
122.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
122.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
121.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
121.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
121.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
120.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
120.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
120.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
120.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
120.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
118.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
117.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
115.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
115.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
115.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
114.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
114.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
114.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
114.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
113.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
113.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
112.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
112.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
111.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
110.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
110.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
110.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
110.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
110.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
110.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
109.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
109.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
108.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
107.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
106.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
105.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
105.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
104.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
104.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
104.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
103.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
102.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
102.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
102.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
101.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
100.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
100.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
99.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
98.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
97.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
96.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
96.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
96.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
94.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
94.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
94.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
93.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
93.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
93.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
92.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
92.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
90.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
90.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
90.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
90.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
89.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
88.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
88.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
87.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
87.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
85.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
85.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
82.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
82.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
81.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
80.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
80.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
80.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
78.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
77.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
75.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
75.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
73.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
70.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
70.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
67.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
64.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
62.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
59.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
58.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
57.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
48.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
48.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
47.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
44.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
43.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
40.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
35.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
26.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0012900004
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0002350011
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0012280003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0015810003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0077110003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0076350001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0079430001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0088640003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0079510001
Normal
-0.2
CPT0025580004
Tumor
-0.2
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
