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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.
UGT8 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
59.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
198.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
142.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
140.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
126.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
110.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
110.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
109.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
107.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
104.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
95.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
94.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
91.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
87.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
85.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
84.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
81.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
80.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
78.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
76.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
75.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
73.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
71.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
69.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
69.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
68.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
68.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
65.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
63.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
55.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
55.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
54.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
53.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
53.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
51.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
50.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
50.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
47.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
46.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
42.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
40.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
38.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
36.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
35.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
35.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
34.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
33.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
26.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
25.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
UGT8 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
111.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
108.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
78.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
72.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
66.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
61.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
53.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
51.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
51.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
51.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
47.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
45.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
45.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
43.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
42.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
42.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
36.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
35.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
35.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
33.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
33.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
33.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
31.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
31.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
31.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
30.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
30.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
29.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
27.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
27.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
27.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
26.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
25.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
23.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
21.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
21.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
21.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
15.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
12.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
11.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
11.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
10.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
9.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
9.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
9.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
9.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
8.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
8.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
8.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
8.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
8.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
7.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
7.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
7.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
7.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
7.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
7.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
7.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
6.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
6.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
6.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
6.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
6.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
6.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
6.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
6.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
6.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
5.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
5.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
5.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
5.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
5.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
5.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
5.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
5.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
5.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
5.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
5.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
4.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
4.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
4.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
4.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
4.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
4.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
4.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
4.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
4.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
4.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
3.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
3.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
3.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
3.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
3.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
3.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
3.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
3.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
3.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
3.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
3.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
2.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
2.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
0.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
0.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 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.
UGT8 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
16.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
63.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
42.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
33.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
33.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
32.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
31.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
30.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
17.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
11.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
10.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
9.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
9.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
8.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
7.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
7.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
7.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
6.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
5.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
4.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
4.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
4.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
UGT8 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
10.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
88.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
70.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
58.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
42.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
40.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
38.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
36.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
33.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
31.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
28.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
27.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
25.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
24.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
23.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
22.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
22.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
20.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
20.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
17.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
17.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
17.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
16.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
10.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
9.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
8.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
8.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
7.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
7.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
6.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
6.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
6.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
5.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
5.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
5.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
5.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
4.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
4.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
4.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
4.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
3.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
3.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
3.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
3.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
3.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
2.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0020120003
Tumor
2.1
CPT0014160003
Tumor
1.3
CPT0011410003
Tumor
1.2
CPT0081880003
Tumor
1.2
CPT0012900004
Tumor
1.1
CPT0065690003
Tumor
1.0
CPT0078510003
Tumor
0.9
CPT0009000003
Tumor
0.8
CPT0025050003
Tumor
0.8
CPT0021240003
Tumor
0.8
CPT0081990003
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0065750003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0079300001
Normal
0.7
CPT0092290003
Tumor
0.7
CPT0009020003
Normal
0.7
CPT0063320003
Tumor
0.7
CPT0078930003
Tumor
0.6
CPT0012920003
Normal
0.6
CPT0001550001
Normal
0.6
CPT0086950003
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0079230003
Tumor
0.6
CPT0065930003
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0064370003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0001230001
Normal
0.5
CPT0086360003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0000870016
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0002370001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0082010001
Normal
0.3
CPT0087040003
Tumor
0.3
CPT0069190001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0086030003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0025110003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0092190003
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0088900003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0089040001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0078530001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0001350001
Normal
-0.3
CPT0092730003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0081600003
Tumor
-0.3
CPT0065430003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0006440003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0087050003
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0069000003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0089480003
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0011240003
Tumor
-0.4
CPT0007470001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0071150004
Tumor
-0.5
CPT0078840001
Normal
-0.5
CPT0001540009
Tumor
-0.5
CPT0012090003
Normal
-0.5
CPT0078800003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0024680001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0007320003
Tumor
-0.5
CPT0025060001
Normal
-0.6
CPT0086820003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0006950001
Normal
-0.6
CPT0012180003
Tumor
-0.6
CPT0017450001
Normal
-0.6
CPT0010160003
Tumor
-0.6
CPT0025350003
Tumor
-0.7
CPT0088710001
Normal
-0.7
CPT0086870003
Tumor
-0.7
CPT0026420001
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0088630003
Tumor
-0.8
CPT0025610001
Normal
-0.8
CPT0009060003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0092740003
Normal
-0.8
CPT0077490003
Tumor
-0.8
CPT0013790003
Normal
-0.8
CPT0077110003
Tumor
-0.9
CPT0000660001
Normal
-0.9
CPT0009080003
Normal
-0.9
CPT0000780007
Tumor
-1.0
CPT0012370003
Tumor
-1.1
CPT0026410003
Tumor
-1.2
CPT0001180009
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
