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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.
UNC93B1 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
7.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
39.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
UNC93B1 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
18.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
52.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
48.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
40.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
39.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
38.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
37.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
37.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
36.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
32.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
32.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
32.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
32.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
31.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
31.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
31.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
30.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
30.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
30.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
30.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
30.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
30.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
29.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
29.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
29.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
28.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
28.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
27.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
27.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
27.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
27.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
26.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
26.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
26.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
25.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
25.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
25.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
25.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
25.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
24.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
24.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
24.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
24.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
24.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
23.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
22.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
22.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
22.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
20.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
20.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
19.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
19.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
18.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
18.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
17.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
14.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
14.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
13.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
13.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
12.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
UNC93B1 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
26.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
57.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
54.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
51.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
46.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
46.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
38.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
37.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
34.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
34.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
33.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
33.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
30.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
30.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
29.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
28.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
27.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
27.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
24.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
21.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
21.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, 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.
UNC93B1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
593.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
72.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
72.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
67.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
66.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
60.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
60.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
58.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
56.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
54.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
53.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
52.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
51.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
50.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
49.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
49.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
48.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
47.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
46.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
46.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
45.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
45.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
45.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
44.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
43.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
42.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
42.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
41.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
41.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
40.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
40.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
40.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
40.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
39.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
39.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
38.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
38.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
37.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
37.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
37.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
36.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
36.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
36.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
36.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
36.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
35.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
35.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
35.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
34.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
34.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
34.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
33.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
33.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
33.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
32.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
32.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
31.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
31.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
31.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
31.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
30.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
30.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
30.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
29.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
29.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
29.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
29.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
29.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
28.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
28.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
28.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
28.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
27.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
26.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
25.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
25.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
25.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
24.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
24.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
24.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
24.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
24.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
24.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
23.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
23.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
23.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
22.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
21.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
21.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
20.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
20.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
18.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
10.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
5.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
4.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
4.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
2.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065430003
Tumor
1.5
CPT0086950003
Tumor
1.4
CPT0092160003
Tumor
1.2
CPT0078800003
Tumor
1.1
CPT0007320003
Tumor
1.0
CPT0000640003
Tumor
1.0
CPT0023350003
Tumor
0.9
CPT0012550003
Tumor
0.9
CPT0025050003
Tumor
0.9
CPT0012280003
Tumor
0.9
CPT0086820003
Tumor
0.9
CPT0064370003
Tumor
0.8
CPT0014450004
Tumor
0.8
CPT0010110003
Tumor
0.8
CPT0088690003
Tumor
0.8
CPT0088550004
Tumor
0.7
CPT0088900003
Tumor
0.7
CPT0012180003
Tumor
0.7
CPT0019130003
Tumor
0.7
CPT0079380003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0001500009
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0078830003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0079230003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0079480003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0012670003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0092290003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0006440003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0088970003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0015910003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0078840001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0088570001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0006730001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0007860003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0081620001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0000660001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0066520001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0078670001
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0086370003
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0013790003
Normal
-0.6
CPT0081990003
Tumor
-0.6
CPT0014350001
Normal
-0.6
CPT0012900004
Tumor
-0.6
CPT0065450001
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0020130001
Normal
-0.6
CPT0086890003
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0086970003
Normal
-0.6
CPT0014130001
Normal
-0.7
CPT0092310003
Normal
-0.7
CPT0014470001
Normal
-0.7
CPT0002270011
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0012770003
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0017450001
Normal
-0.7
CPT0064400001
Normal
-0.8
CPT0079430001
Normal
-0.8
CPT0012090003
Normal
-0.8
CPT0019160001
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0076350001
Normal
-0.8
CPT0077140001
Normal
-0.9
CPT0012920003
Normal
-0.9
CPT0001270001
Normal
-0.9
CPT0069010001
Normal
-0.9
CPT0007870001
Normal
-0.9
CPT0025060001
Normal
-0.9
CPT0009020003
Normal
-0.9
CPT0079180003
Tumor
-1.0
CPT0087050003
Normal
-1.0
CPT0009080003
Normal
-1.2
CPT0017410003
Tumor
-1.4
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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
