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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.
B3GALNT1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
36.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
19.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
17.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
13.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
7.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
5.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
2.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
B3GALNT1 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
15.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
84.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
74.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
68.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
55.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
52.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
47.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
43.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
40.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
40.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
39.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
39.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
39.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
37.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
35.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
35.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
34.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
33.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
33.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
31.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
31.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
30.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
29.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
28.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
28.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
27.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
27.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
26.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
26.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
26.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
26.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
25.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
25.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
24.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
24.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
22.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
21.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
20.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
20.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
20.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
18.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
15.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
15.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
15.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
15.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
13.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
9.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
8.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
7.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
5.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
5.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
4.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
4.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
3.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
3.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
3.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 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.
B3GALNT1 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
19.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
85.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
35.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
32.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
32.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
31.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
30.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
27.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
27.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
26.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
26.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
23.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
18.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
7.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
4.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
B3GALNT1 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
12.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
79.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
78.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
73.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
47.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
46.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
42.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
40.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
37.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
37.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
36.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
34.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
33.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
33.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
32.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
30.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
28.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
27.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
27.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
22.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
21.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
19.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
18.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
18.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
12.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
10.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
10.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
9.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
9.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
8.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
7.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
7.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
6.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
5.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
4.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
4.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
3.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
3.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
2.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
2.1
CPT0066470004
Tumor
1.4
CPT0025050003
Tumor
1.2
CPT0010160003
Tumor
1.2
CPT0076330003
Tumor
1.1
CPT0006440003
Tumor
1.1
CPT0064370003
Tumor
1.1
CPT0019990003
Tumor
1.0
CPT0000870016
Tumor
0.9
CPT0066480003
Tumor
0.9
CPT0078800003
Tumor
0.8
CPT0000780007
Tumor
0.8
CPT0092160003
Tumor
0.8
CPT0092310003
Normal
0.8
CPT0014130001
Normal
0.8
CPT0078990003
Tumor
0.7
CPT0025060001
Normal
0.6
CPT0071150004
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0012670003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0065750003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0012180003
Tumor
0.3
CPT0001260009
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0014370004
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0015810003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0065870003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0001270001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0086820003
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0079380003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0076350001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0014160003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0019160001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0001550001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0012090003
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0014350001
Normal
-0.7
CPT0001220008
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0066520001
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0079430001
Normal
-0.9
CPT0086970003
Normal
-0.9
CPT0020020001
Normal
-0.9
CPT0001230001
Normal
-1.0
CPT0026420001
Normal
-1.1
CPT0002270011
Tumor
-1.2
CPT0023360001
Normal
-1.2
CPT0088970003
Tumor
-1.4
CPT0010170001
Normal
-1.6
CPT0087050003
Normal
-1.7
CPT0064400001
Normal
-2.0
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077490003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0075560003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
