We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHOC 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
137.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
423.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
403.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
365.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
350.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
248.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
239.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
219.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
214.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
211.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
211.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
208.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
204.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
201.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
189.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
189.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
186.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
181.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
179.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
170.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
165.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
164.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
160.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
159.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
157.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
148.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
135.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
126.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
123.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
121.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
118.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
118.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
115.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
114.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
106.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
100.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
96.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
96.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
95.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
94.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
94.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
82.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
79.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
79.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
78.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
78.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
77.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
77.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
77.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
73.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
72.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
70.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
69.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
60.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
59.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
58.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
58.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
58.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
57.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
55.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
54.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
53.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
51.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
44.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
RHOC is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
342.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
912.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
761.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
746.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
741.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
651.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
649.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
642.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
640.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
604.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
590.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
578.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
567.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
563.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
558.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
557.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
546.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
545.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
540.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
537.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
536.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
533.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
525.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
525.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
523.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
522.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
521.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
520.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
519.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
518.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
509.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
508.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
507.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
500.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
495.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
491.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
488.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
488.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
487.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
487.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
487.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
485.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
481.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
479.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
478.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
476.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
476.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
475.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
474.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
473.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
472.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
471.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
467.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
466.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
464.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
464.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
463.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
461.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
461.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
460.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
459.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
458.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
457.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
457.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
455.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
453.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
453.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
451.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
451.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
451.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
450.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
449.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
449.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
446.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
446.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
444.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
444.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
443.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
442.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
442.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
441.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
441.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
439.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
439.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
439.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
437.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
437.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
436.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
436.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
435.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
434.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
434.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
434.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
432.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
431.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
431.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
431.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
431.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
431.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
429.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
426.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
425.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
425.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
425.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
425.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
424.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
423.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
422.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
422.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
422.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
421.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
419.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
419.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
418.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
418.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
417.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
416.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
416.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
416.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
415.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
415.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
415.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
414.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
414.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
412.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
412.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
411.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
411.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
411.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
409.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
409.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
409.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
409.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
408.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
408.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
407.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
407.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
406.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
405.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
405.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
404.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
403.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
403.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
402.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
400.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
400.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
400.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
399.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
399.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
398.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
398.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
397.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
397.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
396.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
395.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
391.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
390.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
387.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
387.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
387.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
386.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
386.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
385.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
385.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
384.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
383.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
382.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
382.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
382.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
381.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
381.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
380.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
380.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
379.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
378.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
377.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
377.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
377.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
376.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
375.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
375.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
375.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
374.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
374.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
372.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
370.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
370.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
370.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
369.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
369.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
368.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
368.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
367.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
367.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
367.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
365.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
365.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
365.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
365.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
365.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
365.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
365.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
364.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
364.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
364.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
363.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
363.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
363.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
363.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
361.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
361.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
360.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
360.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
360.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
359.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
358.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
358.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
357.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
357.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
357.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
357.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
357.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
355.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
355.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
355.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
354.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
354.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
354.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
353.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
353.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
352.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
352.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
352.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
351.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
351.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
351.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
350.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
349.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
348.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
347.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
347.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
347.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
347.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
347.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
346.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
346.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
345.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
345.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
345.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
344.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
344.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
344.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
344.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
343.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
342.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
342.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
341.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
341.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
340.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
340.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
339.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
339.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
339.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
339.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
339.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
339.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
338.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
337.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
336.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
335.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
335.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
335.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
335.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
334.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
334.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
334.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
334.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
333.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
333.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
333.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
333.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
331.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
331.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
331.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
331.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
330.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
330.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
329.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
328.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
328.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
325.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
325.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
325.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
325.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
324.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
324.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
323.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
323.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
322.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
322.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
321.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
321.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
320.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
319.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
319.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
318.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
318.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
317.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
317.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
317.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
316.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
316.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
315.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
315.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
314.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
313.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
313.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
313.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
312.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
312.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
311.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
311.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
311.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
311.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
310.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
310.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
310.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
310.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
309.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
309.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
308.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
308.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
307.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
307.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
305.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
305.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
304.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
304.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
304.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
304.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
304.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
304.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
303.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
303.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
303.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
303.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
302.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
301.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
301.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
301.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
301.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
300.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
300.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
299.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
299.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
299.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
298.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
298.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
298.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
297.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
297.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
296.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
296.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
296.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
295.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
295.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
294.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
294.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
292.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
292.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
292.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
292.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
291.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
291.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
291.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
289.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
288.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
288.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
288.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
288.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
286.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
285.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
285.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
285.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
284.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
284.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
283.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
282.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
282.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
282.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
281.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
281.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
280.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
280.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
278.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
278.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
277.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
277.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
277.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
276.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
276.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
275.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
273.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
273.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
272.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
271.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
271.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
271.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
270.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
269.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
269.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
268.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
268.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
268.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
267.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
266.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
266.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
265.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
264.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
263.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
261.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
261.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
259.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
258.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
258.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
257.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
257.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
255.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
253.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
253.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
251.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
251.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
250.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
248.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
247.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
243.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
242.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
242.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
241.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
241.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
241.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
240.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
239.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
237.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
236.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
236.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
236.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
233.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
232.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
232.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
230.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
230.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
230.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
230.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
230.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
228.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
228.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
227.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
227.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
226.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
226.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
225.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
225.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
225.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
223.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
222.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
221.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
219.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
219.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
218.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
217.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
217.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
215.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
215.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
213.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
209.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
209.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
209.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
205.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
202.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
200.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
198.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
195.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
195.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
193.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
191.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
190.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
190.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
187.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
182.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
180.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
176.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
176.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
174.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
170.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
168.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
168.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
166.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
161.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
158.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
157.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
156.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
142.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
122.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
119.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
119.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
116.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
116.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
104.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
102.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
97.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
93.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
91.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
90.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
88.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
87.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
79.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
76.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
70.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
69.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
66.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 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.
RHOC 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
289.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
603.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
511.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
409.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
404.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
394.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
390.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
385.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
381.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
378.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
375.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
375.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
374.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
363.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
361.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
361.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
361.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
354.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
354.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
352.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
341.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
340.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
338.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
334.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
331.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
327.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
326.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
322.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
321.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
317.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
317.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
314.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
312.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
310.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
310.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
310.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
304.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
303.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
302.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
300.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
297.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
297.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
295.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
294.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
293.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
292.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
288.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
288.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
288.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
285.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
280.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
278.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
274.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
273.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
272.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
268.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
268.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
268.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
266.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
265.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
264.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
260.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
259.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
258.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
255.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
255.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
254.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
254.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
254.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
253.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
253.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
250.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
248.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
248.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
248.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
247.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
246.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
245.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
244.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
243.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
243.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
239.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
239.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
238.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
237.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
235.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
234.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
231.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
229.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
225.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
216.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
216.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
215.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
210.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
201.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
193.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
191.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
178.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
165.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RHOC 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
361.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
899.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
879.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
876.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
868.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
849.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
843.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
811.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
756.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
735.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
729.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
699.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
696.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
686.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
664.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
649.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
641.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
640.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
640.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
639.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
634.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
624.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
619.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
615.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
615.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
595.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
581.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
573.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
567.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
565.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
562.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
558.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
550.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
544.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
527.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
524.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
523.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
522.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
517.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
515.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
514.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
510.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
504.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
503.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
500.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
496.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
493.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
484.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
482.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
482.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
479.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
476.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
474.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
465.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
462.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
462.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
456.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
455.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
455.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
453.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
452.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
452.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
450.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
449.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
446.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
446.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
442.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
440.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
436.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
435.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
432.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
429.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
429.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
424.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
418.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
417.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
416.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
414.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
410.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
409.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
407.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
407.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
406.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
404.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
404.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
400.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
395.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
394.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
393.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
393.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
392.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
389.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
388.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
388.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
387.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
387.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
386.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
382.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
380.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
378.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
378.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
375.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
373.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
372.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
371.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
370.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
367.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
367.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
365.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
364.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
362.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
361.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
360.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
359.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
359.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
357.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
356.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
356.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
356.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
352.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
350.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
348.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
348.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
347.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
344.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
343.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
343.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
343.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
343.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
340.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
340.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
339.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
339.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
337.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
336.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
336.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
336.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
333.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
333.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
333.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
333.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
330.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
328.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
325.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
324.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
324.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
323.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
322.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
322.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
322.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
320.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
320.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
318.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
318.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
316.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
316.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
316.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
316.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
315.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
310.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
310.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
309.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
306.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
305.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
305.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
304.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
304.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
304.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
304.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
303.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
303.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
303.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
303.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
302.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
297.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
297.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
297.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
296.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
296.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
293.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
292.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
291.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
291.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
290.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
289.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
289.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
289.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
288.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
288.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
288.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
287.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
287.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
286.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
284.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
283.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
283.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
282.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
281.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
281.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
279.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
279.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
278.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
277.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
276.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
276.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
276.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
275.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
274.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
273.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
270.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
268.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
268.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
267.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
267.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
266.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
264.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
264.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
263.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
263.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
263.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
262.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
262.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
261.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
261.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
261.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
260.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
256.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
255.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
255.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
254.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
247.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
247.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
247.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
243.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
243.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
241.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
239.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
236.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
235.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
234.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
233.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
231.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
231.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
231.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
227.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
225.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
224.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
221.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
221.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
214.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
214.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
209.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
209.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
204.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
204.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
203.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
200.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
197.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
195.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
194.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
194.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
193.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
189.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
184.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
181.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
180.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
178.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
168.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
164.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
155.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
155.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
153.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
149.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
145.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
141.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
141.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
118.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
110.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
95.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
91.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
88.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
74.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
50.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
0.7
CPT0023350003
Tumor
0.6
CPT0088480003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0024670003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0076330003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0088630003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0013790003
Normal
0.3
CPT0063630003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0089480003
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0092740003
Normal
0.2
CPT0077500001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0077320001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0076350001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0026420001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0011410003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0078530001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0014470001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0012770003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0012090003
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0065810003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0078930003
Tumor
-0.5
CPT0009080003
Normal
-0.6
CPT0012640003
Normal
-0.6
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
