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.
KRT8 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
559.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1677.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1481.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1428.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1422.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1295.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1131.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1062.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1035.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1035.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1009.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
874.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
873.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
816.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
799.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
789.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
757.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
742.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
717.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
664.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
627.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
614.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
613.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
571.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
565.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
565.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
552.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
542.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
520.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
518.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
504.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
499.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
466.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
463.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
455.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
431.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
421.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
407.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
390.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
373.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
369.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
366.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
358.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
351.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
349.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
340.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
302.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
302.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
299.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
286.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
278.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
266.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
259.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
248.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
233.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
232.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
230.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
226.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
189.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
182.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
159.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
107.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
92.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
68.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRT8 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
324.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4799.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1939.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1237.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1188.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1033.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
959.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
846.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
821.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
808.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
800.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
797.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
780.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
775.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
773.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
771.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
757.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
732.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
730.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
728.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
717.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
712.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
702.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
701.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
692.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
691.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
677.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
675.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
669.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
667.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
656.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
655.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
652.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
652.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
649.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
648.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
634.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
632.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
631.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
630.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
629.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
625.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
620.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
613.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
611.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
607.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
604.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
603.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
601.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
592.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
585.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
574.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
569.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
563.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
559.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
558.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
557.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
552.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
550.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
550.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
548.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
546.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
540.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
537.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
530.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
527.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
525.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
524.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
523.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
512.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
508.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
507.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
507.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
504.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
504.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
502.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
501.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
500.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
497.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
493.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
486.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
485.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
485.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
484.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
483.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
483.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
482.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
479.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
478.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
476.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
475.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
473.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
472.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
472.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
471.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
471.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
470.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
467.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
466.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
463.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
461.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
457.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
457.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
457.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
457.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
456.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
456.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
452.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
440.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
438.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
436.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
436.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
434.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
433.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
432.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
431.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
429.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
428.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
427.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
426.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
426.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
426.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
421.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
419.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
417.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
414.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
414.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
414.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
412.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
410.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
406.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
405.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
405.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
400.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
396.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
396.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
395.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
395.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
393.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
393.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
390.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
388.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
383.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
383.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
382.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
381.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
379.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
379.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
377.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
375.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
374.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
374.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
373.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
373.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
372.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
371.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
371.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
371.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
369.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
369.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
369.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
368.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
368.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
366.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
366.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
365.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
365.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
364.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
362.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
362.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
362.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
361.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
358.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
358.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
357.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
356.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
355.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
354.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
352.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
352.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
350.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
348.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
348.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
346.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
345.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
345.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
345.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
345.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
345.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
343.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
339.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
338.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
336.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
336.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
334.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
331.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
331.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
331.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
331.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
330.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
329.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
328.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
327.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
322.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
321.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
321.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
320.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
320.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
319.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
317.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
316.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
316.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
314.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
313.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
312.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
312.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
311.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
309.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
308.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
308.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
308.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
306.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
306.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
306.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
305.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
304.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
304.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
301.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
301.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
298.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
297.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
296.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
296.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
294.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
294.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
293.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
291.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
290.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
290.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
288.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
288.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
287.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
286.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
286.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
286.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
286.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
285.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
284.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
284.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
283.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
282.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
282.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
281.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
279.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
278.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
277.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
277.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
276.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
275.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
274.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
272.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
271.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
271.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
270.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
270.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
267.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
266.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
265.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
263.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
263.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
262.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
260.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
260.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
260.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
259.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
259.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
259.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
258.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
257.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
257.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
256.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
256.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
255.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
254.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
253.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
253.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
252.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
251.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
248.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
247.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
246.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
246.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
246.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
245.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
244.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
241.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
241.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
241.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
240.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
240.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
240.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
240.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
240.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
240.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
239.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
238.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
238.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
237.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
237.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
236.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
236.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
236.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
235.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
234.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
234.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
231.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
230.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
230.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
230.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
229.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
229.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
229.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
229.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
228.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
227.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
227.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
227.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
226.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
226.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
224.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
224.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
222.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
222.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
221.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
216.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
216.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
216.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
215.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
215.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
215.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
214.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
214.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
214.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
213.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
210.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
209.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
209.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
207.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
207.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
206.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
206.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
205.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
204.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
203.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
203.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
203.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
200.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
199.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
198.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
198.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
197.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
195.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
195.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
195.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
195.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
192.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
191.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
191.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
191.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
189.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
188.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
188.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
187.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
187.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
187.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
187.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
187.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
187.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
187.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
186.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
185.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
185.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
185.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
183.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
182.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
181.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
181.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
180.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
179.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
179.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
177.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
177.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
176.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
175.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
175.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
174.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
174.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
173.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
172.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
172.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
172.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
171.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
171.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
170.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
170.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
167.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
167.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
165.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
164.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
164.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
164.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
164.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
163.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
162.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
162.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
161.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
160.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
160.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
160.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
160.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
160.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
159.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
159.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
158.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
158.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
157.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
157.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
157.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
157.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
156.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
156.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
156.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
155.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
154.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
154.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
153.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
153.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
153.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
153.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
152.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
152.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
152.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
151.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
151.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
151.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
151.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
150.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
150.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
149.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
149.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
149.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
148.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
148.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
147.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
146.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
145.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
144.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
142.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
141.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
140.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
139.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
138.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
138.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
134.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
131.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
130.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
129.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
128.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
125.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
125.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
124.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
124.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
123.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
122.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
120.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
116.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
115.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
115.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
109.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
109.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
108.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
107.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
107.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
106.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
105.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
104.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
103.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
102.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
102.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
102.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
99.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
99.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
98.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
97.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
96.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
95.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
93.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
93.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
91.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
91.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
84.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
83.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
83.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
82.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
81.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
79.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
78.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
75.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
74.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
70.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
67.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
67.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
63.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
62.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
62.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
62.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
59.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
53.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
50.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
47.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
41.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 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.
KRT8 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
295.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1322.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
784.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
744.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
695.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
657.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
626.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
600.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
598.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
585.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
563.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
532.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
531.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
525.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
480.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
480.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
459.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
437.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
433.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
430.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
420.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
405.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
389.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
387.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
386.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
374.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
360.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
357.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
355.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
354.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
337.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
333.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
329.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
321.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
320.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
320.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
314.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
313.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
312.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
307.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
291.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
289.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
286.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
277.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
274.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
267.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
257.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
247.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
241.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
235.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
235.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
231.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
228.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
226.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
222.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
220.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
217.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
216.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
216.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
214.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
214.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
210.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
206.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
205.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
201.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
200.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
199.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
197.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
196.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
194.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
191.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
181.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
176.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
175.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
174.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
169.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
167.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
166.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
163.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
155.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
154.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
153.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
148.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
148.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
147.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
137.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
136.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
133.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
133.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
133.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
129.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
126.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
101.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
101.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
90.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
89.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
89.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
88.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
88.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
KRT8 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
777.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3182.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2754.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2203.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2151.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2134.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
2020.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2016.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2001.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1992.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1991.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1982.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1951.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1906.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1894.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1889.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1794.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1746.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1684.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1649.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1633.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1613.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1555.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1554.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1545.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1541.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1507.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1403.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1402.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1389.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1377.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1369.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1358.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1336.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1330.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1310.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1309.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1307.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1296.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1290.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1285.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1259.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1244.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1232.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1231.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1228.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1214.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1211.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1210.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1196.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1192.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1178.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1159.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1153.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1134.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1119.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1114.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1109.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1109.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1102.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1102.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1066.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1064.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1061.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1059.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1058.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1056.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1053.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1033.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1032.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1030.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1029.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1017.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1012.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1009.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1002.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1001.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1000.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
988.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
981.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
971.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
967.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
964.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
963.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
961.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
951.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
949.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
943.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
942.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
937.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
936.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
933.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
916.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
915.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
912.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
911.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
909.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
897.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
893.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
884.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
882.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
880.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
878.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
878.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
862.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
858.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
856.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
855.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
854.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
854.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
851.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
844.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
841.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
840.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
837.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
835.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
831.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
826.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
817.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
814.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
810.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
805.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
802.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
797.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
771.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
770.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
765.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
764.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
758.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
758.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
748.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
746.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
740.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
737.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
720.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
715.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
708.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
706.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
706.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
702.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
700.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
699.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
699.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
680.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
677.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
675.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
673.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
669.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
668.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
663.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
662.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
643.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
641.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
627.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
624.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
623.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
622.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
619.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
611.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
601.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
601.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
600.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
596.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
596.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
589.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
588.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
582.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
574.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
567.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
565.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
565.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
560.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
548.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
547.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
542.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
538.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
534.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
528.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
527.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
522.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
517.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
516.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
507.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
506.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
499.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
490.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
484.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
481.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
481.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
480.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
479.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
474.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
466.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
465.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
461.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
458.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
454.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
452.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
439.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
439.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
435.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
429.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
427.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
423.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
421.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
419.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
415.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
414.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
408.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
408.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
392.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
390.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
389.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
388.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
387.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
387.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
373.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
372.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
367.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
365.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
362.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
357.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
354.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
352.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
350.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
348.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
340.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
332.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
331.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
317.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
315.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
314.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
313.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
312.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
311.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
304.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
301.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
301.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
300.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
298.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
280.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
278.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
273.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
272.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
270.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
270.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
266.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
258.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
257.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
250.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
247.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
246.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
245.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
242.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
230.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
229.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
223.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
221.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
214.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
208.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
207.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
198.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
191.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
190.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
190.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
181.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
179.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
168.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
168.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
161.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
160.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
158.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
151.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
134.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
132.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
131.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
130.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
121.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
119.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
114.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
101.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
43.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
22.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
2.0
CPT0078660003
Tumor
1.6
CPT0001180009
Tumor
1.0
CPT0012550003
Tumor
1.0
CPT0077110003
Tumor
0.9
CPT0011410003
Tumor
0.8
CPT0007860003
Tumor
0.8
CPT0069160003
Tumor
0.8
CPT0088900003
Tumor
0.8
CPT0063630003
Tumor
0.7
CPT0079510001
Normal
0.7
CPT0078830003
Tumor
0.7
CPT0019130003
Tumor
0.6
CPT0077320001
Normal
0.6
CPT0084590001
Normal
0.6
CPT0064370003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0079380003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0087040003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0006530001
Normal
0.3
CPT0092790003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0010160003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0001270001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0076350001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0012640003
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0088710001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0086890003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0064400001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0006440003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0066480003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0020130001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0001260009
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0025230003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0002270011
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0092740003
Normal
-0.6
CPT0077490003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0075720003
Tumor
-0.7
CPT0012670003
Tumor
-0.7
CPT0075130003
Tumor
-0.7
CPT0081600003
Tumor
-0.8
CPT0025050003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0017410003
Tumor
-0.9
CPT0012080003
Tumor
-1.1
CPT0001340003
Tumor
-1.3
CPT0088550004
Tumor
-1.4
CPT0088970003
Tumor
-2.2
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
