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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DALRD3 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
12.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
26.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
26.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
26.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
24.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
24.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
18.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DALRD3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
58.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
41.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
35.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
33.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
32.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
28.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
26.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
25.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
25.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
24.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
24.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
23.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
23.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
21.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
20.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
20.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
19.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
19.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
19.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
18.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
17.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
15.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
14.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
14.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
14.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
14.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
14.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
14.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
13.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
13.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
11.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
10.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
10.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
9.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
9.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
9.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
7.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DALRD3 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
14.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
30.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
27.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
24.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
19.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
16.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
16.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
16.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
13.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
12.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
11.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
9.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
8.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
8.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DALRD3 is potential prognostic, high expression is favorable 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
33.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
128.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
96.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
91.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
75.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
71.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
71.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
69.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
68.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
66.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
65.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
65.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
64.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
63.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
62.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
62.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
59.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
58.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
57.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
55.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
55.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
53.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
53.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
52.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
51.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
51.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
51.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
51.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
50.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
49.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
49.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
49.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
49.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
49.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
49.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
48.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
48.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
48.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
47.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
47.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
47.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
46.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
45.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
45.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
45.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
45.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
45.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
44.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
44.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
43.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
43.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
42.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
42.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
42.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
42.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
41.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
41.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
41.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
41.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
40.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
40.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
40.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
40.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
40.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
40.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
39.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
39.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
39.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
38.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
38.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
38.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
38.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
37.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
37.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
37.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
37.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
37.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
37.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
37.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
37.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
35.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
35.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
35.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
35.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
34.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
34.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
34.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
34.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
34.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
34.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
34.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
33.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
33.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
33.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
33.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
33.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
33.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
33.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
33.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
33.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
33.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
32.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
32.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
32.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
32.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
32.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
32.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
31.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
31.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
31.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
31.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
31.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
30.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
30.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
30.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
29.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
29.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
29.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
28.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
28.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
28.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
28.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
27.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
27.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
27.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
26.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
26.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
25.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
25.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
24.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
23.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
23.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
21.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
20.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
20.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
17.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
17.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
16.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
15.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
14.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
13.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
8.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023690003
Tumor
1.4
CPT0088970003
Tumor
1.4
CPT0089460004
Tumor
1.3
CPT0075560003
Tumor
1.1
CPT0020120003
Tumor
1.0
CPT0078800003
Tumor
1.0
CPT0014450004
Tumor
1.0
CPT0001500009
Tumor
0.9
CPT0065810003
Tumor
0.8
CPT0079230003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0078930003
Tumor
0.5
CPT0088780001
Normal
0.5
CPT0088760003
Tumor
0.4
CPT0020020001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0015810003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0025230003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0077490003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0089040001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0089020003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0020130001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0078830003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0019990003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0077110003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0075170001
Normal
-0.6
CPT0075570001
Normal
-0.6
CPT0025170003
Tumor
-0.7
CPT0088630003
Tumor
-1.1
CPT0089480003
Normal
-1.4
CPT0078940001
Normal
-1.5
CPT0088640003
Normal
-1.7
CPT0000640003
Tumor
-1.8
CPT0000660001
Normal
-2.0
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0025880003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0069190001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0092740003
Normal
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
