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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.
ISCU 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
455.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
836.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
745.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
717.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
715.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
700.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
688.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
686.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
653.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
646.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
645.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
621.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
610.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
606.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
605.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
601.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
600.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
599.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
598.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
556.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
553.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
536.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
535.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
524.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
518.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
484.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
480.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
477.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
472.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
465.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
462.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
456.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
452.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
450.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
436.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
434.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
410.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
398.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
392.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
390.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
381.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
379.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
378.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
375.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
374.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
368.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
346.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
346.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
337.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
336.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
334.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
329.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
326.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
320.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
294.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
287.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
282.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
278.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
276.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
267.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
244.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
190.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
155.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
78.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
ISCU is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
136.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
729.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
558.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
485.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
480.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
468.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
462.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
460.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
435.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
405.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
397.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
373.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
373.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
372.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
331.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
305.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
303.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
296.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
290.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
290.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
287.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
287.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
283.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
266.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
260.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
246.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
236.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
228.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
226.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
226.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
225.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
217.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
215.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
214.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
214.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
213.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
211.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
211.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
209.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
209.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
209.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
207.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
205.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
205.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
202.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
194.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
192.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
192.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
189.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
188.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
188.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
186.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
185.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
183.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
183.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
182.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
182.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
182.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
181.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
181.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
180.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
180.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
180.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
179.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
179.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
177.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
177.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
176.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
175.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
175.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
174.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
174.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
172.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
172.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
172.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
172.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
171.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
170.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
169.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
168.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
167.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
166.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
165.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
165.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
165.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
164.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
164.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
164.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
163.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
163.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
163.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
163.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
162.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
161.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
161.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
160.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
160.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
160.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
160.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
160.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
159.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
159.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
159.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
158.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
157.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
157.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
157.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
157.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
156.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
155.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
153.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
153.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
153.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
153.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
151.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
151.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
150.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
150.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
150.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
150.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
150.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
149.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
149.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
149.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
149.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
148.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
148.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
148.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
148.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
148.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
148.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
148.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
147.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
147.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
147.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
147.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
147.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
146.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
146.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
146.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
146.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
146.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
146.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
145.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
145.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
145.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
144.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
144.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
144.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
144.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
144.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
144.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
143.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
143.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
143.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
143.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
142.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
141.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
141.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
141.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
141.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
141.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
140.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
140.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
140.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
140.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
140.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
140.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
139.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
139.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
138.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
138.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
138.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
138.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
138.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
138.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
138.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
138.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
137.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
137.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
136.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
136.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
136.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
134.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
134.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
134.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
134.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
134.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
133.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
133.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
133.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
133.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
133.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
133.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
133.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
132.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
132.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
132.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
132.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
132.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
132.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
131.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
131.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
131.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
131.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
131.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
131.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
131.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
131.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
131.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
131.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
131.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
131.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
130.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
130.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
130.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
130.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
130.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
129.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
129.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
129.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
129.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
129.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
129.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
129.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
128.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
128.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
128.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
128.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
128.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
127.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
127.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
127.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
127.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
127.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
127.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
127.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
127.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
127.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
127.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
127.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
126.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
126.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
126.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
126.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
125.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
125.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
125.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
125.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
125.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
125.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
125.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
125.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
125.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
124.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
124.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
124.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
124.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
124.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
124.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
124.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
124.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
124.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
123.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
123.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
123.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
123.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
123.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
123.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
123.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
123.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
122.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
122.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
122.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
122.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
122.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
122.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
122.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
122.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
122.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
122.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
122.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
121.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
121.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
121.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
121.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
121.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
120.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
120.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
120.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
120.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
120.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
119.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
119.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
119.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
119.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
119.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
119.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
119.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
119.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
119.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
119.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
118.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
118.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
118.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
117.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
117.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
117.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
116.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
116.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
116.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
116.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
116.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
115.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
115.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
115.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
115.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
115.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
115.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
115.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
115.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
115.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
114.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
114.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
114.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
114.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
114.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
114.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
114.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
114.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
114.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
113.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
113.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
113.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
113.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
113.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
113.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
113.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
113.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
113.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
113.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
113.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
113.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
112.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
112.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
112.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
111.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
111.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
111.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
111.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
111.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
111.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
111.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
111.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
111.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
111.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
111.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
110.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
110.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
110.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
110.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
110.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
110.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
110.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
110.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
109.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
109.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
109.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
109.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
109.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
108.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
108.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
108.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
108.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
108.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
108.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
107.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
107.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
107.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
107.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
105.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
105.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
105.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
105.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
105.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
104.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
104.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
104.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
104.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
104.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
103.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
103.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
103.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
103.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
103.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
103.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
103.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
103.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
103.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
103.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
102.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
102.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
102.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
102.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
101.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
100.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
100.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
99.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
99.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
99.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
99.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
98.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
98.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
98.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
97.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
97.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
97.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
97.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
96.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
96.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
96.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
96.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
96.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
96.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
95.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
95.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
95.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
94.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
94.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
94.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
93.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
93.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
93.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
93.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
93.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
93.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
93.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
92.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
92.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
92.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
91.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
91.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
91.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
91.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
90.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
90.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
90.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
90.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
90.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
89.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
89.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
89.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
88.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
88.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
87.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
86.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
86.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
86.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
86.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
86.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
85.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
85.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
84.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
84.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
83.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
83.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
83.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
82.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
82.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
81.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
81.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
81.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
80.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
79.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
79.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
79.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
79.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
78.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
78.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
77.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
77.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
76.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
76.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
76.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
76.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
75.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
74.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
74.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
74.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
74.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
74.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
74.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
73.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
72.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
71.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
71.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
69.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
69.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
66.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
66.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
66.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
64.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
64.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
64.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
63.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
60.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
60.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
59.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
57.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
54.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
54.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
53.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
51.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
46.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
43.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
42.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
42.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
40.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
ISCU 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
157.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
387.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
299.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
265.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
240.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
228.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
218.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
217.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
212.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
211.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
209.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
207.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
198.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
198.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
197.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
197.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
197.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
197.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
195.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
195.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
192.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
190.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
183.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
180.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
179.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
178.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
177.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
176.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
175.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
171.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
168.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
168.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
167.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
165.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
163.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
163.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
162.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
162.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
160.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
160.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
159.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
158.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
157.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
157.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
155.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
155.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
153.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
152.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
151.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
151.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
151.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
150.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
150.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
149.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
149.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
146.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
146.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
146.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
144.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
144.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
143.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
142.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
140.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
140.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
138.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
137.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
136.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
134.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
133.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
133.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
133.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
133.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
132.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
131.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
131.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
130.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
129.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
129.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
127.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
126.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
125.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
125.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
124.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
124.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
122.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
121.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
121.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
120.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
118.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
115.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
111.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
108.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
106.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
105.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
96.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
95.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ISCU 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
229.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1328.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
683.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
679.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
639.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
635.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
556.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
453.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
424.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
416.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
413.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
413.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
405.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
405.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
402.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
392.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
389.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
381.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
376.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
376.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
373.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
366.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
362.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
362.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
360.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
355.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
355.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
354.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
353.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
349.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
349.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
346.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
346.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
344.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
342.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
342.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
336.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
336.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
335.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
334.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
332.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
331.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
328.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
324.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
324.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
323.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
320.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
320.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
319.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
316.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
316.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
309.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
307.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
306.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
298.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
298.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
298.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
298.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
294.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
294.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
293.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
293.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
292.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
292.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
291.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
286.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
286.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
285.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
285.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
284.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
284.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
282.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
281.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
279.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
278.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
277.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
277.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
273.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
272.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
270.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
270.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
270.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
269.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
266.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
266.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
266.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
266.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
264.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
264.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
262.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
262.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
261.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
258.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
257.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
255.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
255.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
253.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
252.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
250.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
249.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
249.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
249.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
248.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
246.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
246.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
245.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
245.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
244.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
244.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
244.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
243.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
243.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
243.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
242.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
242.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
242.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
240.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
240.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
239.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
237.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
237.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
237.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
235.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
231.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
229.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
228.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
228.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
227.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
226.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
226.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
226.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
224.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
224.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
223.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
223.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
223.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
222.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
219.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
218.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
217.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
212.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
210.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
210.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
209.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
209.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
207.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
207.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
207.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
207.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
206.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
203.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
202.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
202.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
202.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
201.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
201.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
200.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
196.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
196.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
195.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
194.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
194.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
193.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
192.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
192.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
191.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
190.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
189.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
189.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
189.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
188.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
188.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
186.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
186.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
186.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
186.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
185.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
185.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
184.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
183.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
183.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
183.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
181.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
181.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
181.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
179.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
179.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
179.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
178.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
177.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
176.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
175.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
175.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
174.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
172.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
170.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
168.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
168.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
166.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
162.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
162.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
162.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
161.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
160.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
158.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
157.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
157.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
157.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
157.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
157.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
155.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
154.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
153.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
153.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
152.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
148.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
147.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
147.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
147.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
145.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
145.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
144.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
144.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
142.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
141.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
140.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
138.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
137.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
136.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
136.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
136.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
133.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
130.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
129.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
128.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
125.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
125.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
125.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
125.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
124.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
124.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
123.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
122.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
121.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
121.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
120.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
120.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
119.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
119.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
119.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
115.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
115.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
114.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
114.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
113.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
112.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
111.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
110.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
109.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
108.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
106.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
106.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
105.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
104.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
102.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
101.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
98.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
94.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
94.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
93.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
87.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
85.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
83.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
83.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
79.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
77.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
74.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
72.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
72.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
70.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
62.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
54.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.9
CPT0078800003
Tumor
0.8
CPT0088780001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0002270011
Tumor
0.7
CPT0026420001
Normal
0.7
CPT0078530001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0079180003
Tumor
0.6
CPT0014350001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0010170001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0066430001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0012770003
Normal
0.5
CPT0092740003
Normal
0.5
CPT0006950001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0006730001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0018250001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0007870001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0023710001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0088500001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0017450001
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0089040001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0010120001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0088640003
Normal
0.3
CPT0086890003
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0076330003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0025050003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0079510001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0014450004
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0001500009
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0066480003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0000870016
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0088570001
Normal
-0.5
CPT0001180009
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0084560003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0063320003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0015810003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0025350003
Tumor
-0.7
CPT0065810003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0079230003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0088630003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0025290003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0006630003
Tumor
-1.0
CPT0088760003
Tumor
-1.0
CPT0025580004
Tumor
-1.0
CPT0079380003
Tumor
-1.0
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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.