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.
RCAN1 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
30.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
185.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
171.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
137.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
127.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
69.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
59.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
57.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
50.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
48.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
47.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
40.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
35.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
33.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
28.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
23.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
17.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
RCAN1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
77.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
916.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
799.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
668.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
589.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
526.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
506.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
481.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
458.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
454.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
449.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
443.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
432.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
429.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
410.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
394.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
379.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
363.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
357.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
340.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
337.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
326.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
326.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
299.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
287.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
273.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
266.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
258.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
254.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
252.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
246.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
241.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
233.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
231.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
224.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
212.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
207.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
206.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
205.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
195.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
193.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
193.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
189.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
182.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
179.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
177.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
170.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
167.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
162.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
160.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
160.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
157.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
157.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
156.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
155.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
155.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
151.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
148.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
147.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
145.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
144.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
144.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
144.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
143.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
142.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
140.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
138.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
138.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
136.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
133.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
130.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
129.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
128.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
128.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
127.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
126.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
125.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
125.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
123.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
123.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
120.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
119.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
118.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
117.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
116.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
116.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
113.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
111.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
109.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
108.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
107.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
106.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
106.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
106.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
105.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
104.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
104.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
103.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
102.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
100.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
100.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
99.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
98.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
98.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
97.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
97.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
96.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
96.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
96.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
96.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
95.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
94.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
94.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
93.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
93.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
92.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
89.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
89.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
89.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
88.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
87.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
87.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
86.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
86.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
85.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
84.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
84.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
84.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
83.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
81.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
81.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
80.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
80.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
80.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
79.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
79.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
78.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
78.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
78.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
78.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
77.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
75.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
75.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
74.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
74.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
73.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
73.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
72.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
72.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
71.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
70.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
70.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
69.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
69.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
69.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
67.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
67.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
66.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
66.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
66.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
65.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
65.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
65.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
64.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
63.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
62.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
61.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
61.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
60.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
60.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
60.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
60.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
59.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
58.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
58.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
58.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
57.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
57.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
57.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
57.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
57.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
56.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
56.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
56.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
56.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
56.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
56.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
55.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
55.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
54.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
53.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
53.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
53.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
53.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
53.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
52.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
52.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
52.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
52.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
52.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
51.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
51.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
51.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
51.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
51.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
51.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
51.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
50.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
50.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
50.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
50.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
50.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
50.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
50.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
50.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
50.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
50.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
49.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
49.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
48.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
48.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
48.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
48.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
48.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
47.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
47.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
47.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
47.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
46.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
46.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
46.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
46.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
46.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
46.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
46.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
46.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
45.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
45.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
45.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
44.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
44.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
44.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
44.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
44.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
43.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
43.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
43.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
43.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
43.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
43.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
43.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
42.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
42.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
42.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
41.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
41.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
41.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
41.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
41.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
40.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
40.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
40.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
40.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
40.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
40.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
40.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
40.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
40.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
40.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
40.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
39.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
38.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
38.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
38.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
38.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
38.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
37.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
37.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
37.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
37.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
37.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
37.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
37.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
36.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
36.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
36.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
35.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
35.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
34.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
34.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
34.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
33.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
33.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
32.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
32.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
32.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
32.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
31.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
31.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
31.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
31.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
31.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
31.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
30.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
30.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
30.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
29.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
29.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
29.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
29.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
29.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
29.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
28.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
28.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
28.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
27.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
27.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
26.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
25.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
25.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
24.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
22.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
22.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
20.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
10.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
RCAN1 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
57.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
449.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
258.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
210.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
208.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
188.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
141.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
135.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
124.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
119.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
111.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
111.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
106.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
88.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
87.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
83.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
80.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
80.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
75.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
74.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
72.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
66.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
62.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
60.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
59.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
54.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
52.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
51.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
51.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
50.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
49.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
48.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
47.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
47.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
45.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
45.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
42.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
42.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
41.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
41.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
39.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
38.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
36.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
34.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
34.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
34.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
33.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
33.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
32.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
31.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
30.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
30.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
26.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
RCAN1 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
34.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
289.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
204.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
165.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
163.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
149.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
118.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
113.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
110.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
109.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
106.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
104.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
100.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
91.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
90.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
90.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
85.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
82.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
77.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
77.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
73.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
72.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
71.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
70.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
69.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
66.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
65.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
63.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
62.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
62.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
60.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
59.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
58.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
58.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
57.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
57.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
56.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
56.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
53.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
53.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
52.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
52.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
52.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
51.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
51.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
51.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
51.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
49.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
49.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
49.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
48.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
48.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
47.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
47.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
45.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
44.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
44.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
44.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
44.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
41.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
40.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
39.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
38.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
38.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
38.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
38.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
38.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
37.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
36.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
36.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
36.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
36.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
36.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
36.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
36.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
36.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
36.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
35.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
35.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
35.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
34.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
34.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
34.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
33.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
33.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
32.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
32.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
32.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
32.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
32.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
32.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
30.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
30.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
29.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
28.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
28.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
27.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
27.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
26.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
25.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
24.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
24.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
23.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
23.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
22.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
22.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
22.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
20.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
19.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
18.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
17.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
17.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
5.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
4.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078830003
Tumor
1.4
CPT0012550003
Tumor
1.2
CPT0006630003
Tumor
1.1
CPT0023690003
Tumor
1.0
CPT0075560003
Tumor
0.9
CPT0017410003
Tumor
0.9
CPT0078930003
Tumor
0.8
CPT0064370003
Tumor
0.7
CPT0063320003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0078840001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0088550004
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0066430001
Normal
0.5
CPT0092290003
Tumor
0.5
CPT0018250001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0019990003
Tumor
0.4
CPT0086970003
Normal
0.4
CPT0092800003
Normal
0.4
CPT0013790003
Normal
0.4
CPT0066470004
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0092740003
Normal
0.2
CPT0025060001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0000780007
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0076350001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0000790001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0001260009
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0078660003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0001340003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0001550001
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0065820001
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0001180009
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0020130001
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0069190001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0012280003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0014450004
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0026410003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0012670003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0088970003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0084560003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0075130003
Tumor
-0.8
CPT0012370003
Tumor
-1.3
CPT0079180003
Tumor
-2.4
CPT0065690003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0023360001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0077310003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0077320001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0079410003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0010120001
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0087050003
Normal
N/A
CPT0088480003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0025580004
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
