We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SPTBN1 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
60.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
253.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
159.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
153.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
142.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
132.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
122.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
104.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
95.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
93.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
91.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
91.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
85.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
85.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
84.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
83.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
81.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
80.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
77.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
76.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
76.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
75.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
67.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
67.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
65.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
64.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
64.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
58.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
58.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
58.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
57.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
56.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
53.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
51.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
48.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
47.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
46.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
45.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
42.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
41.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
38.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
33.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
28.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
28.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
28.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
27.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPTBN1 is validated 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
71.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
301.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
268.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
235.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
219.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
210.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
205.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
203.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
201.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
201.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
200.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
192.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
190.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
186.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
181.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
181.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
180.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
179.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
178.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
178.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
178.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
177.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
177.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
175.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
174.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
174.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
173.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
173.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
167.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
162.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
162.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
161.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
160.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
159.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
158.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
158.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
157.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
157.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
157.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
154.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
153.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
153.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
152.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
151.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
150.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
148.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
148.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
147.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
146.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
143.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
141.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
140.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
140.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
139.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
139.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
139.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
139.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
139.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
135.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
135.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
135.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
134.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
134.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
134.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
133.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
132.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
132.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
130.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
130.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
129.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
129.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
128.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
128.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
127.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
127.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
126.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
123.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
122.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
122.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
122.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
121.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
121.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
121.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
121.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
120.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
119.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
119.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
118.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
118.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
118.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
118.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
115.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
115.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
115.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
114.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
114.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
114.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
113.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
113.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
113.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
113.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
113.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
111.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
111.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
110.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
110.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
110.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
110.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
110.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
109.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
108.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
108.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
107.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
107.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
107.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
107.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
107.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
106.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
106.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
106.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
105.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
105.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
104.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
104.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
103.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
103.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
103.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
103.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
103.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
102.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
102.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
101.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
101.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
101.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
100.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
100.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
99.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
99.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
99.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
98.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
97.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
97.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
96.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
95.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
95.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
95.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
95.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
95.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
94.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
94.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
94.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
94.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
93.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
92.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
92.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
91.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
90.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
89.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
89.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
88.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
87.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
87.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
87.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
87.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
87.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
86.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
86.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
86.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
86.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
85.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
85.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
84.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
84.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
84.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
83.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
83.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
83.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
83.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
83.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
83.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
83.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
82.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
82.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
82.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
81.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
81.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
81.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
81.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
81.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
81.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
80.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
80.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
79.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
79.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
79.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
79.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
79.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
78.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
78.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
78.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
77.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
77.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
77.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
77.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
76.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
76.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
76.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
75.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
75.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
75.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
75.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
75.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
74.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
74.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
73.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
73.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
73.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
73.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
73.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
72.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
72.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
72.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
72.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
71.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
70.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
70.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
70.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
70.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
69.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
69.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
69.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
69.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
68.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
68.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
68.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
67.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
67.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
67.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
67.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
67.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
67.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
67.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
67.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
66.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
66.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
66.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
65.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
65.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
65.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
64.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
64.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
64.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
64.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
64.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
64.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
63.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
63.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
63.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
63.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
62.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
62.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
61.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
61.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
61.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
60.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
60.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
60.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
60.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
60.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
59.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
59.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
58.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
58.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
58.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
58.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
58.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
56.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
56.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
56.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
56.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
55.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
54.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
54.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
54.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
54.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
54.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
54.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
54.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
54.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
53.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
52.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
51.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
51.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
51.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
51.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
50.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
50.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
50.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
50.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
49.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
49.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
49.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
49.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
48.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
48.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
48.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
48.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
48.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
47.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
46.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
45.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
45.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
45.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
45.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
44.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
44.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
44.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
43.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
43.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
43.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
43.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
43.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
42.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
42.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
42.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
41.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
41.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
40.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
40.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
40.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
39.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
39.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
39.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
39.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
39.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
39.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
39.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
38.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
38.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
38.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
38.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
38.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
36.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
36.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
36.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
36.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
35.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
35.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
35.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
35.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
35.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
34.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
34.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
33.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
32.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
32.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
32.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
32.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
31.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
31.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
30.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
30.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
30.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
30.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
29.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
25.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
23.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
23.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
23.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
22.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
SPTBN1 is validated prognostic, high expression is favorable 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
82.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
225.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
177.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
170.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
169.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
165.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
165.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
161.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
158.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
151.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
148.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
140.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
136.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
132.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
131.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
131.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
128.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
125.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
120.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
119.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
118.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
115.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
114.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
112.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
111.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
111.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
110.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
110.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
108.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
106.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
105.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
104.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
99.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
96.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
94.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
94.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
92.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
91.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
90.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
88.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
85.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
85.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
81.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
81.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
80.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
79.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
79.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
77.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
77.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
77.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
76.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
75.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
74.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
73.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
72.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
71.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
67.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
66.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
66.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
66.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
66.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
64.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
64.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
62.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
61.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
61.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
59.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
56.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
54.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
54.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
52.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
51.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
50.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
49.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
47.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
46.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
42.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
41.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
40.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
35.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
34.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
31.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
28.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
17.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
SPTBN1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
56.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
362.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
264.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
235.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
216.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
211.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
190.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
189.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
173.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
164.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
162.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
161.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
159.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
154.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
152.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
152.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
150.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
148.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
146.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
142.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
141.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
141.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
139.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
137.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
136.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
135.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
132.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
132.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
131.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
129.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
129.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
124.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
123.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
123.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
120.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
119.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
119.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
115.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
114.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
113.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
112.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
111.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
111.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
111.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
110.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
109.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
106.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
106.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
101.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
101.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
100.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
100.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
98.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
98.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
96.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
95.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
93.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
93.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
92.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
90.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
90.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
90.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
88.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
88.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
86.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
85.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
84.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
84.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
83.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
81.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
81.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
81.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
79.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
77.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
76.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
76.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
76.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
75.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
75.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
75.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
73.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
73.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
72.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
70.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
70.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
68.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
68.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
67.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
66.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
65.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
64.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
64.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
63.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
63.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
61.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
61.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
61.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
60.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
60.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
59.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
59.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
59.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
58.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
58.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
57.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
57.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
57.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
56.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
56.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
54.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
53.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
51.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
51.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
51.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
50.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
50.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
50.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
49.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
49.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
49.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
47.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
46.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
46.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
45.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
45.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
45.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
44.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
44.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
43.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
43.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
43.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
42.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
42.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
42.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
42.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
42.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
41.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
41.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
40.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
40.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
39.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
39.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
38.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
37.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
37.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
37.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
37.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
35.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
34.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
31.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
30.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
30.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
30.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
28.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
26.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
25.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
22.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
20.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
11.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025060001
Normal
0.6
CPT0066430001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0009080003
Normal
0.5
CPT0092310003
Normal
0.4
CPT0092740003
Normal
0.4
CPT0006950001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0025920001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0064400001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0001510001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0020020001
Normal
0.4
CPT0089480003
Normal
0.3
CPT0012570003
Normal
0.3
CPT0063640001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0078670001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0069010001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0006730001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0079430001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0007870001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0002370001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0018250001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0088570001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0011410003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0006630003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0079230003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0081990003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0077110003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0075130003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0092160003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0001260009
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0002350011
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0023350003
Tumor
-0.8
CPT0088550004
Tumor
-1.1
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.