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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLUD1 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
76.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
294.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
180.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
164.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
158.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
127.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
127.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
120.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
120.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
116.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
113.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
112.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
106.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
105.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
100.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
100.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
99.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
99.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
94.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
87.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
86.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
85.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
85.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
84.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
79.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
78.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
75.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
71.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
71.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
69.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
69.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
68.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
66.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
65.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
64.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
63.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
59.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
58.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
58.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
57.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
57.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
57.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
56.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
55.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
54.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
53.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
51.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
49.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
48.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
48.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
46.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
45.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
43.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
40.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
35.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
31.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
29.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
GLUD1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
103.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
406.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
332.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
306.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
292.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
284.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
273.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
270.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
260.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
259.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
258.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
252.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
251.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
245.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
243.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
240.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
239.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
232.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
223.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
223.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
220.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
219.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
218.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
217.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
215.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
208.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
202.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
198.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
194.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
192.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
191.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
190.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
188.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
187.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
184.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
182.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
181.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
180.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
178.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
177.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
176.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
175.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
174.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
173.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
172.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
170.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
170.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
169.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
167.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
165.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
164.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
164.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
163.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
162.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
162.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
162.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
161.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
160.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
159.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
158.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
157.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
156.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
155.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
154.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
153.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
152.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
152.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
152.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
152.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
151.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
150.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
149.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
149.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
148.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
148.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
148.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
148.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
148.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
147.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
147.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
147.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
147.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
146.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
145.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
145.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
144.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
143.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
143.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
142.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
142.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
141.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
141.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
141.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
140.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
139.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
138.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
138.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
137.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
136.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
135.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
135.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
135.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
134.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
134.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
134.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
133.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
133.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
133.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
133.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
132.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
132.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
132.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
132.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
132.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
131.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
131.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
131.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
130.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
130.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
130.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
130.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
129.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
129.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
129.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
128.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
128.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
128.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
128.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
127.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
126.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
126.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
126.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
125.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
125.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
124.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
124.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
124.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
123.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
123.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
123.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
123.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
122.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
122.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
122.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
122.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
122.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
121.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
121.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
121.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
121.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
121.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
121.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
121.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
120.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
120.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
120.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
120.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
120.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
120.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
120.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
119.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
119.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
119.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
118.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
118.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
117.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
117.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
115.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
115.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
115.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
115.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
115.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
115.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
115.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
115.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
114.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
114.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
114.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
114.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
113.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
113.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
112.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
112.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
112.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
112.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
112.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
112.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
112.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
112.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
111.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
111.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
111.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
111.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
111.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
111.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
111.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
110.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
110.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
110.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
109.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
109.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
108.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
108.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
107.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
106.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
106.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
106.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
106.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
105.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
105.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
105.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
105.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
105.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
104.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
103.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
103.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
103.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
103.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
103.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
102.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
102.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
102.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
101.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
101.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
101.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
101.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
100.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
100.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
100.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
100.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
100.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
100.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
100.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
99.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
99.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
99.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
99.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
99.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
98.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
98.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
98.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
98.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
98.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
98.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
98.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
97.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
97.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
97.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
97.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
97.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
97.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
96.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
96.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
95.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
95.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
95.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
95.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
95.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
95.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
95.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
94.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
94.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
94.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
94.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
94.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
94.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
94.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
93.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
93.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
93.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
93.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
93.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
93.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
93.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
92.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
91.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
91.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
91.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
91.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
91.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
91.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
90.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
90.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
90.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
90.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
90.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
89.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
89.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
89.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
89.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
88.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
88.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
88.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
87.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
87.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
87.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
87.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
87.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
87.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
86.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
86.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
86.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
86.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
85.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
85.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
85.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
85.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
85.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
85.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
85.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
85.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
84.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
84.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
84.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
84.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
84.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
84.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
84.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
84.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
84.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
84.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
83.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
82.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
82.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
82.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
82.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
82.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
82.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
82.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
82.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
82.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
81.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
81.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
81.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
81.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
81.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
80.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
79.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
79.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
79.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
79.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
78.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
78.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
78.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
77.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
77.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
76.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
76.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
76.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
76.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
76.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
75.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
75.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
74.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
74.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
74.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
74.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
74.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
74.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
74.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
74.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
74.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
73.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
73.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
73.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
73.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
73.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
72.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
72.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
72.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
72.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
72.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
72.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
71.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
71.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
71.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
71.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
71.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
71.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
70.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
70.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
70.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
70.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
70.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
69.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
69.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
69.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
69.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
69.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
69.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
68.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
68.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
68.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
68.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
68.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
68.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
66.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
66.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
65.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
65.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
65.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
65.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
65.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
64.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
64.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
64.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
64.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
64.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
63.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
63.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
63.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
63.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
63.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
63.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
63.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
62.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
62.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
62.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
62.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
61.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
61.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
61.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
60.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
60.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
60.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
60.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
60.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
60.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
60.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
60.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
59.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
59.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
58.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
58.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
58.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
57.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
57.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
57.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
56.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
56.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
56.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
55.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
55.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
55.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
55.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
54.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
54.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
53.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
53.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
52.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
52.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
52.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
51.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
51.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
51.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
51.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
51.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
50.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
50.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
49.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
49.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
49.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
48.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
48.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
48.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
48.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
48.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
48.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
47.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
47.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
47.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
47.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
46.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
46.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
46.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
46.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
45.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
45.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
44.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
43.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
43.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
43.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
42.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
41.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
40.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
38.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
38.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
35.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
34.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
33.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
33.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
30.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
GLUD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
117.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
367.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
263.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
223.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
221.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
206.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
201.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
192.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
181.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
181.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
179.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
174.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
172.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
161.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
161.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
161.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
159.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
156.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
155.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
146.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
145.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
142.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
141.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
138.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
138.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
138.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
137.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
137.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
132.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
128.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
127.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
126.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
125.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
123.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
123.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
122.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
121.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
120.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
120.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
120.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
118.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
118.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
118.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
117.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
116.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
114.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
114.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
114.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
113.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
113.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
111.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
111.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
111.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
110.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
110.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
109.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
107.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
107.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
106.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
106.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
105.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
105.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
103.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
101.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
99.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
97.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
96.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
94.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
93.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
92.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
91.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
90.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
87.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
85.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
84.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
83.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
83.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
82.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
82.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
80.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
80.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
80.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
78.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
78.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
77.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
75.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
73.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
68.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
68.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
68.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
64.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
62.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
62.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
54.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
45.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
43.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
GLUD1 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
109.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
371.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
345.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
343.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
337.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
319.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
313.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
311.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
297.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
296.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
292.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
289.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
286.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
285.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
284.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
275.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
264.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
261.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
255.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
253.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
253.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
248.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
236.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
232.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
229.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
226.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
226.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
215.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
215.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
213.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
212.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
211.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
211.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
208.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
203.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
201.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
198.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
196.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
196.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
194.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
186.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
183.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
180.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
178.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
177.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
176.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
175.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
173.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
173.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
169.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
168.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
168.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
167.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
167.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
167.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
165.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
165.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
160.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
157.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
157.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
156.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
155.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
155.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
154.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
153.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
153.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
151.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
150.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
149.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
146.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
146.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
146.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
145.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
144.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
143.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
142.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
141.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
139.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
137.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
136.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
135.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
134.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
134.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
134.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
132.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
131.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
131.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
130.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
130.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
130.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
129.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
129.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
127.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
126.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
126.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
125.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
124.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
122.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
120.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
120.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
119.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
119.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
118.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
116.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
115.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
114.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
112.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
110.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
109.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
108.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
107.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
107.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
107.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
106.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
105.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
104.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
102.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
102.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
102.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
100.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
100.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
98.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
96.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
96.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
95.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
95.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
94.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
94.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
91.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
91.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
90.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
90.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
90.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
89.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
89.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
89.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
88.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
88.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
87.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
87.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
87.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
86.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
86.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
86.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
85.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
83.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
83.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
83.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
83.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
83.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
82.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
81.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
81.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
78.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
78.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
78.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
78.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
78.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
76.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
76.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
76.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
76.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
76.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
76.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
75.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
75.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
74.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
74.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
74.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
73.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
73.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
73.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
72.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
72.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
72.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
71.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
71.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
70.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
69.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
68.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
68.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
68.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
68.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
67.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
67.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
67.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
66.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
66.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
66.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
65.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
65.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
65.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
65.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
64.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
63.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
63.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
63.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
63.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
63.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
62.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
62.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
61.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
60.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
59.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
58.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
58.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
58.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
57.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
57.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
57.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
56.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
55.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
55.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
54.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
52.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
52.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
51.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
51.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
51.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
50.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
49.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
49.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
48.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
47.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
46.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
46.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
46.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
45.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
45.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
45.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
45.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
44.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
44.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
44.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
43.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
43.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
43.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
43.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
41.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
41.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
41.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
41.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
38.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
38.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
36.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
35.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
34.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
33.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
32.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
32.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
31.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
30.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
30.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
29.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
28.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
28.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
26.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
20.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065450001
Normal
1.0
CPT0092800003
Normal
1.0
CPT0006950001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0066430001
Normal
0.8
CPT0078670001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0012770003
Normal
0.8
CPT0009060003
Tumor
0.7
CPT0010170001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0009080003
Normal
0.7
CPT0088780001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0025610001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0087050003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0092740003
Normal
0.6
CPT0023360001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0012570003
Normal
0.6
CPT0001350001
Normal
0.6
CPT0078940001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0001500009
Tumor
0.5
CPT0012290003
Normal
0.5
CPT0025060001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0086370003
Normal
0.5
CPT0012090003
Normal
0.4
CPT0088640003
Normal
0.4
CPT0024680001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0089040001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0078530001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0019160001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0020130001
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0066520001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0009020003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0025920001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0065820001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0001190001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0012280003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0078660003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0012640003
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0012900004
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0076330003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0079480003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0009000003
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0006440003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0010120001
Normal
-0.5
CPT0077490003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0079300001
Normal
-0.5
CPT0081600003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0025230003
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0075170001
Normal
-0.6
CPT0065930003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0015810003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0089020003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0069000003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0078830003
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0086870003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0017410003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0088480003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0065430003
Tumor
-0.9
CPT0025290003
Tumor
-0.9
CPT0014450004
Tumor
-1.0
CPT0084590001
Normal
-1.0
CPT0079230003
Tumor
-1.0
CPT0002350011
Tumor
-1.0
CPT0001340003
Tumor
-1.1
CPT0088550004
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0079380003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0075130003
Tumor
-1.2
CPT0077110003
Tumor
-1.2
CPT0017850003
Tumor
-1.2
CPT0084560003
Tumor
-1.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
