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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.
GUK1 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
177.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
360.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
354.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
297.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
294.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
294.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
286.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
286.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
282.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
264.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
257.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
239.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
234.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
229.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
228.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
226.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
222.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
210.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
209.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
205.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
200.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
185.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
184.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
180.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
176.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
174.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
165.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
163.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
162.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
162.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
161.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
160.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
158.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
158.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
158.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
156.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
155.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
153.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
153.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
152.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
152.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
151.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
146.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
145.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
142.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
142.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
141.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
140.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
139.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
139.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
139.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
138.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
133.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
122.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
117.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
117.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
107.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
105.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
98.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
98.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
98.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
98.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
96.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
91.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
GUK1 is not prognostic 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
259.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
864.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
816.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
643.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
606.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
580.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
564.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
562.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
551.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
549.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
524.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
504.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
495.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
480.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
480.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
478.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
478.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
457.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
454.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
441.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
439.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
436.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
433.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
430.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
428.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
426.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
422.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
422.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
416.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
414.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
408.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
406.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
404.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
400.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
397.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
396.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
393.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
389.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
388.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
388.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
387.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
386.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
385.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
385.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
382.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
382.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
382.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
381.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
381.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
380.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
375.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
374.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
374.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
373.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
373.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
370.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
367.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
365.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
364.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
363.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
357.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
357.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
356.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
355.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
354.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
352.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
352.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
350.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
349.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
349.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
347.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
347.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
346.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
345.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
345.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
343.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
343.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
342.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
341.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
338.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
338.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
336.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
334.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
333.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
333.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
332.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
331.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
331.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
331.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
330.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
328.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
328.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
327.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
326.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
325.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
325.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
324.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
321.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
321.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
321.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
320.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
320.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
320.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
319.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
318.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
318.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
318.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
318.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
317.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
317.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
316.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
316.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
315.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
315.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
315.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
315.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
314.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
313.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
313.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
310.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
310.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
310.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
309.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
309.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
309.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
309.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
308.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
307.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
307.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
307.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
306.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
306.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
305.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
305.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
305.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
304.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
304.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
303.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
302.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
301.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
301.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
301.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
300.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
300.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
300.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
299.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
298.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
298.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
296.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
295.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
294.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
294.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
294.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
293.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
293.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
293.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
292.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
292.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
292.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
291.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
290.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
290.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
290.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
290.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
290.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
290.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
290.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
289.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
289.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
289.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
288.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
288.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
288.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
288.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
287.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
287.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
286.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
286.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
285.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
285.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
284.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
283.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
283.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
283.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
282.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
281.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
280.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
280.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
280.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
279.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
278.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
278.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
278.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
277.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
277.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
276.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
276.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
275.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
274.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
274.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
274.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
273.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
273.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
273.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
273.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
273.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
271.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
271.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
271.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
270.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
270.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
270.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
270.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
270.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
269.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
269.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
268.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
268.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
268.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
268.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
268.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
268.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
266.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
266.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
265.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
263.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
263.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
263.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
263.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
262.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
261.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
260.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
260.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
259.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
259.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
259.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
258.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
258.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
257.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
257.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
257.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
257.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
256.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
255.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
254.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
254.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
254.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
254.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
253.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
253.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
253.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
252.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
252.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
252.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
251.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
251.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
251.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
250.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
250.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
250.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
250.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
250.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
250.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
249.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
249.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
249.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
247.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
246.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
246.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
246.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
246.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
246.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
245.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
245.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
245.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
244.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
244.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
244.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
243.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
243.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
242.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
242.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
241.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
241.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
240.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
239.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
239.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
238.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
238.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
238.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
237.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
237.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
237.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
237.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
236.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
236.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
235.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
234.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
234.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
234.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
233.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
233.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
233.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
233.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
233.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
233.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
232.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
232.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
231.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
229.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
229.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
229.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
228.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
227.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
227.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
227.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
226.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
226.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
225.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
225.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
225.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
225.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
225.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
225.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
224.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
224.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
223.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
222.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
221.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
221.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
220.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
220.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
220.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
220.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
219.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
219.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
219.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
219.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
218.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
218.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
218.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
218.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
218.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
217.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
217.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
217.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
217.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
216.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
215.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
215.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
215.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
215.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
214.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
214.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
213.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
213.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
213.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
213.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
213.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
211.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
211.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
210.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
210.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
210.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
209.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
209.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
209.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
209.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
207.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
207.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
206.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
206.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
206.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
206.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
205.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
205.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
205.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
204.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
204.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
204.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
204.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
203.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
203.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
203.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
203.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
203.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
202.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
202.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
202.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
202.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
201.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
201.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
200.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
200.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
199.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
199.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
199.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
199.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
198.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
198.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
197.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
197.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
197.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
196.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
196.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
195.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
195.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
195.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
195.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
194.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
192.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
192.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
192.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
191.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
191.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
191.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
190.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
189.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
189.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
189.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
189.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
189.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
188.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
188.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
188.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
187.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
187.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
187.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
185.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
184.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
182.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
182.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
181.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
181.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
181.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
181.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
180.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
179.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
179.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
178.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
176.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
175.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
175.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
175.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
175.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
174.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
173.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
172.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
171.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
171.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
170.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
168.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
168.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
167.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
167.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
166.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
166.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
165.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
164.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
163.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
163.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
162.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
160.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
160.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
160.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
159.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
158.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
158.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
157.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
156.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
156.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
155.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
155.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
155.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
154.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
153.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
153.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
152.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
152.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
152.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
151.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
151.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
150.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
150.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
149.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
149.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
149.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
149.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
148.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
146.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
143.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
143.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
141.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
138.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
134.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
132.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
129.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
125.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
124.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
123.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
120.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
120.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
120.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
117.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
115.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
115.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
112.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
109.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
107.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
103.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
95.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
93.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
87.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
85.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
81.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
75.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
68.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
63.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
53.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
45.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
GUK1 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
258.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
552.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
529.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
453.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
438.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
403.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
391.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
374.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
368.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
366.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
362.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
362.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
361.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
355.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
340.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
339.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
335.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
326.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
324.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
320.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
319.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
319.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
319.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
315.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
312.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
304.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
303.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
300.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
299.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
299.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
295.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
291.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
290.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
287.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
282.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
282.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
277.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
277.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
277.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
276.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
268.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
267.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
266.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
261.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
260.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
259.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
258.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
257.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
256.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
254.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
253.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
252.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
252.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
252.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
252.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
250.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
250.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
249.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
243.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
239.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
239.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
235.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
235.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
233.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
232.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
230.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
228.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
227.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
226.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
225.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
225.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
224.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
222.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
216.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
206.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
205.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
205.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
204.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
203.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
203.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
199.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
197.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
195.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
191.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
187.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
187.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
172.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
167.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
160.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
157.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
150.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
145.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
144.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
124.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
120.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
120.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
113.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
103.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
95.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
85.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
GUK1 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
207.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
438.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
414.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
411.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
409.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
404.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
392.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
367.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
366.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
365.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
362.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
359.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
350.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
345.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
344.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
344.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
343.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
339.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
332.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
329.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
325.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
324.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
321.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
321.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
320.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
317.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
314.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
307.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
306.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
304.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
301.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
299.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
299.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
293.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
293.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
292.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
291.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
289.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
287.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
285.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
281.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
281.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
280.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
276.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
276.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
276.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
275.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
275.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
274.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
272.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
271.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
270.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
269.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
268.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
267.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
265.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
264.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
263.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
261.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
260.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
259.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
259.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
259.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
258.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
258.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
258.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
258.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
255.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
253.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
252.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
251.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
249.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
248.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
248.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
248.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
248.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
248.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
247.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
247.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
246.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
246.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
246.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
245.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
245.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
243.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
242.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
242.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
242.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
239.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
238.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
237.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
237.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
237.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
236.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
236.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
232.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
232.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
230.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
230.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
230.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
229.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
227.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
227.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
227.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
226.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
226.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
226.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
225.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
225.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
225.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
224.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
224.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
224.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
222.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
222.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
222.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
221.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
220.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
220.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
218.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
218.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
217.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
216.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
216.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
215.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
213.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
213.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
212.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
212.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
212.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
211.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
211.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
210.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
210.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
210.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
209.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
208.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
208.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
208.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
207.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
207.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
206.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
206.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
206.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
205.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
204.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
204.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
204.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
203.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
203.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
202.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
202.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
200.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
200.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
198.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
198.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
197.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
196.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
196.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
195.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
194.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
194.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
194.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
193.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
193.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
193.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
192.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
191.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
189.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
189.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
188.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
188.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
187.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
187.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
187.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
186.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
184.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
183.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
183.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
182.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
180.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
180.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
179.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
179.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
179.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
177.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
176.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
176.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
176.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
176.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
175.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
174.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
174.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
173.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
173.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
171.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
170.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
168.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
167.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
167.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
166.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
164.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
163.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
163.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
162.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
160.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
157.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
157.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
157.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
156.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
155.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
155.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
153.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
152.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
151.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
151.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
149.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
149.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
147.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
147.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
147.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
146.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
146.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
146.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
145.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
145.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
145.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
144.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
144.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
143.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
140.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
140.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
140.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
139.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
139.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
138.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
138.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
138.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
138.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
137.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
137.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
135.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
134.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
133.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
132.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
132.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
130.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
130.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
129.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
125.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
124.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
121.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
120.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
120.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
119.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
119.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
118.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
116.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
107.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
107.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
102.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
101.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
100.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
98.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
97.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
94.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
90.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
88.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
87.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
87.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
86.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
85.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
83.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
82.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
77.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
76.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
54.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
48.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
43.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
23.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
15.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025880003
Tumor
0.9
CPT0000640003
Tumor
0.9
CPT0020120003
Tumor
0.8
CPT0078510003
Tumor
0.8
CPT0086820003
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0015810003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0079180003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0076330003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0078660003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0001500009
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0006630003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0001540009
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0075720003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0086870003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0088690003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0092740003
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0075570001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0014470001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0078670001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0088920001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0089040001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0088570001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0001270001
Normal
-0.7
CPT0006950001
Normal
-0.7
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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
