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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.
SULT1C4 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
4.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
38.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
26.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
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.
SULT1C4 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
36.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
377.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
283.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
267.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
219.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
201.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
198.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
169.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
160.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
157.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
146.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
145.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
145.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
139.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
124.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
120.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
120.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
116.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
115.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
115.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
114.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
113.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
112.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
109.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
108.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
105.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
102.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
99.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
96.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
96.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
94.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
92.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
92.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
91.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
89.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
89.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
88.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
87.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
86.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
84.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
83.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
83.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
81.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
79.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
78.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
78.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
77.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
76.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
76.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
74.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
74.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
74.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
74.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
74.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
73.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
73.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
73.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
72.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
72.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
72.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
72.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
72.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
71.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
69.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
68.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
66.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
66.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
65.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
65.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
65.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
64.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
64.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
63.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
63.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
62.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
62.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
62.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
62.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
62.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
62.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
61.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
60.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
60.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
60.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
59.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
59.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
59.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
58.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
58.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
57.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
57.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
57.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
57.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
57.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
56.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
56.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
56.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
56.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
56.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
56.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
55.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
55.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
55.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
55.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
55.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
54.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
54.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
54.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
54.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
53.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
52.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
52.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
52.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
52.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
52.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
52.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
51.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
51.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
51.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
51.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
50.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
50.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
50.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
50.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
49.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
49.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
49.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
49.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
48.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
48.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
48.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
48.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
47.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
47.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
47.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
46.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
46.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
46.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
46.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
46.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
45.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
45.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
45.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
44.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
44.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
44.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
44.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
43.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
42.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
42.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
42.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
42.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
42.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
42.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
42.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
41.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
41.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
40.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
40.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
40.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
40.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
39.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
39.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
39.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
38.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
38.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
38.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
38.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
38.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
38.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
38.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
37.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
37.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
37.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
37.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
37.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
37.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
37.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
37.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
37.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
37.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
37.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
37.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
36.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
36.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
36.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
35.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
35.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
35.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
35.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
35.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
34.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
34.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
34.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
34.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
33.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
32.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
32.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
32.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
32.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
31.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
30.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
30.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
29.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
29.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
29.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
29.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
29.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
29.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
29.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
29.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
28.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
28.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
27.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
26.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
26.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
25.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
24.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
24.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
21.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
18.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
15.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
6.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
6.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
5.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
4.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
4.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
4.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
3.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
3.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
3.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
3.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
3.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
3.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
3.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
3.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
3.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
2.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
2.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
2.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
2.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
2.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
0.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
0.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
0.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
0.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
0.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
SULT1C4 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
45.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
293.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
170.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
149.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
149.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
143.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
121.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
115.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
109.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
108.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
106.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
103.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
103.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
86.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
82.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
82.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
80.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
78.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
72.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
70.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
69.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
68.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
63.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
62.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
61.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
60.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
59.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
58.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
58.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
57.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
55.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
50.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
48.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
47.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
45.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
45.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
44.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
43.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
41.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
36.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
35.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
35.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
31.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
30.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
29.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
27.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
26.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
23.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
8.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
7.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
5.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
3.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
3.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
3.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
2.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
2.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
0.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
0.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
0.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
0.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
0.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
0.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
0.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SULT1C4 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
117.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
641.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
456.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
453.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
432.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
424.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
412.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
404.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
390.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
376.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
363.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
361.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
359.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
356.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
346.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
319.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
307.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
296.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
295.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
282.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
274.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
273.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
272.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
270.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
265.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
264.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
263.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
263.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
260.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
258.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
257.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
255.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
249.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
239.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
238.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
227.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
217.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
214.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
212.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
211.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
210.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
204.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
194.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
193.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
192.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
191.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
188.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
186.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
184.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
184.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
184.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
184.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
181.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
181.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
180.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
179.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
178.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
177.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
175.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
170.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
169.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
169.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
168.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
168.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
166.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
164.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
164.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
164.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
163.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
163.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
162.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
161.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
161.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
161.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
158.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
152.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
152.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
150.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
150.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
149.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
148.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
148.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
146.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
143.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
142.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
139.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
137.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
137.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
136.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
134.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
133.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
132.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
128.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
128.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
126.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
125.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
124.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
124.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
123.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
123.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
121.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
121.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
120.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
119.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
119.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
118.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
118.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
117.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
117.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
116.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
115.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
115.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
114.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
114.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
114.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
113.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
113.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
112.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
109.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
109.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
108.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
108.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
107.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
106.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
102.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
102.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
102.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
101.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
101.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
100.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
100.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
99.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
99.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
97.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
96.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
96.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
96.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
96.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
95.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
94.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
93.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
93.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
93.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
93.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
92.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
92.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
90.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
90.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
90.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
90.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
89.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
88.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
87.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
87.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
87.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
86.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
86.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
86.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
86.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
83.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
83.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
83.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
83.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
82.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
81.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
81.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
80.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
79.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
78.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
77.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
77.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
76.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
76.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
74.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
74.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
74.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
73.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
73.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
73.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
72.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
71.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
71.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
70.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
70.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
69.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
68.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
68.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
67.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
67.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
67.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
66.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
66.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
66.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
65.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
63.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
62.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
61.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
60.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
60.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
60.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
58.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
58.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
57.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
56.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
54.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
54.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
52.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
52.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
49.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
48.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
47.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
46.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
45.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
44.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
43.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
43.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
43.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
41.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
41.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
38.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
33.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
31.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
26.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
19.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
17.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
6.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
3.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
2.6
CPT0025880003
Tumor
2.2
CPT0001500009
Tumor
1.9
CPT0078800003
Tumor
1.8
CPT0019130003
Tumor
1.5
CPT0001270001
Normal
1.5
CPT0064370003
Tumor
1.3
CPT0014160003
Tumor
1.1
CPT0078670001
Normal
1.0
CPT0020130001
Normal
1.0
CPT0065930003
Tumor
0.9
CPT0002350011
Tumor
0.9
CPT0077490003
Tumor
0.9
CPT0078930003
Tumor
0.8
CPT0009060003
Tumor
0.8
CPT0079230003
Tumor
0.8
CPT0088760003
Tumor
0.8
CPT0001540009
Tumor
0.8
CPT0065870003
Tumor
0.8
CPT0001350001
Normal
0.7
CPT0002270011
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0079410003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0001190001
Normal
0.6
CPT0006630003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0009080003
Normal
0.5
CPT0077320001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0065810003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0025290003
Tumor
0.4
CPT0012290003
Normal
0.4
CPT0077500001
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0069000003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0026410003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0023360001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0012920003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0064400001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0079430001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0078940001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0089020003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0078830003
Tumor
-0.3
CPT0010170001
Normal
-0.3
CPT0086890003
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0001220008
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0001510001
Normal
-0.5
CPT0088690003
Tumor
-0.5
CPT0088780001
Normal
-0.5
CPT0011410003
Tumor
-0.5
CPT0079000001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0000870016
Tumor
-0.5
CPT0063640001
Normal
-0.5
CPT0017410003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0092800003
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0006730001
Normal
-0.6
CPT0012670003
Tumor
-0.6
CPT0014350001
Normal
-0.6
CPT0088630003
Tumor
-0.6
CPT0006530001
Normal
-0.7
CPT0081600003
Tumor
-0.7
CPT0019160001
Normal
-0.7
CPT0092740003
Normal
-0.7
CPT0001550001
Normal
-0.8
CPT0006900003
Tumor
-0.8
CPT0025920001
Normal
-0.8
CPT0021240003
Tumor
-0.8
CPT0023710001
Normal
-0.8
CPT0007870001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0088900003
Tumor
-0.8
CPT0001230001
Normal
-0.8
CPT0079300001
Normal
-0.9
CPT0014370004
Tumor
-0.9
CPT0025110003
Tumor
-0.9
CPT0020020001
Normal
-0.9
CPT0085670003
Tumor
-0.9
CPT0081620001
Normal
-0.9
CPT0088500001
Normal
-0.9
CPT0012640003
Normal
-1.0
CPT0025350003
Tumor
-1.0
CPT0077110003
Tumor
-1.1
CPT0078530001
Normal
-1.1
CPT0081990003
Tumor
-1.1
CPT0076350001
Normal
-1.1
CPT0075130003
Tumor
-1.1
CPT0002370001
Normal
-1.1
CPT0007320003
Tumor
-1.2
CPT0066430001
Normal
-1.2
CPT0086830003
Normal
-1.2
CPT0006950001
Normal
-1.2
CPT0025610001
Normal
-1.3
CPT0012180003
Tumor
-1.3
CPT0086870003
Tumor
-1.3
CPT0006440003
Tumor
-1.3
CPT0012280003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0084560003
Tumor
-1.4
CPT0010110003
Tumor
-1.5
CPT0069160003
Tumor
-1.5
CPT0088550004
Tumor
-1.6
CPT0001260009
Tumor
-1.6
CPT0001340003
Tumor
-1.6
CPT0078660003
Tumor
-1.6
CPT0001180009
Tumor
-1.9
CPT0065430003
Tumor
-1.9
CPT0086820003
Tumor
-2.1
CPT0076330003
Tumor
-2.3
CPT0011240003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012770003
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0013790003
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
