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.
SSR2 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
114.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
364.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
304.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
256.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
192.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
192.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
182.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
151.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
144.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
140.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
137.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
137.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
135.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
134.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
133.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
131.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
128.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
127.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
127.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
126.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
126.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
126.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
123.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
122.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
119.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
117.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
115.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
115.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
112.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
110.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
110.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
107.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
107.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
106.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
105.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
97.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
96.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
95.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
93.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
92.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
91.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
91.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
89.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
88.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
88.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
88.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
88.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
87.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
87.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
86.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
83.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
83.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
82.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
82.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
79.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
74.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
71.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
67.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
64.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
64.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
63.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
58.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
54.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
49.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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.
SSR2 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
296.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
765.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
713.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
680.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
630.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
618.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
616.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
606.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
600.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
589.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
576.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
574.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
567.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
551.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
546.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
519.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
514.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
514.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
507.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
506.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
494.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
492.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
491.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
490.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
481.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
478.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
472.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
468.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
452.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
452.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
450.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
446.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
443.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
443.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
439.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
439.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
437.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
436.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
436.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
429.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
426.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
424.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
424.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
423.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
422.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
422.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
419.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
419.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
417.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
413.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
412.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
411.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
409.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
409.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
406.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
405.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
403.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
402.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
401.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
401.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
401.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
400.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
400.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
397.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
397.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
394.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
394.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
390.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
390.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
388.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
386.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
383.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
382.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
381.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
381.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
380.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
379.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
379.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
379.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
376.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
375.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
375.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
375.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
373.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
373.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
373.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
370.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
370.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
367.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
367.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
366.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
365.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
364.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
364.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
363.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
363.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
362.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
362.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
359.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
358.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
357.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
356.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
356.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
356.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
355.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
354.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
353.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
353.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
352.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
349.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
348.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
348.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
348.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
347.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
347.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
347.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
345.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
345.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
344.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
343.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
341.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
341.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
341.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
340.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
340.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
339.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
339.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
339.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
338.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
338.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
338.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
335.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
335.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
335.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
334.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
334.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
334.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
334.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
334.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
333.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
333.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
333.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
332.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
332.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
331.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
330.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
330.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
330.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
330.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
330.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
328.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
328.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
328.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
328.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
326.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
326.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
326.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
325.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
325.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
325.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
325.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
324.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
324.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
324.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
324.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
323.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
323.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
323.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
323.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
322.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
322.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
322.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
322.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
322.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
322.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
321.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
321.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
321.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
321.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
320.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
319.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
319.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
318.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
317.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
317.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
317.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
317.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
316.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
316.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
315.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
315.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
315.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
314.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
314.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
314.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
313.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
312.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
311.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
311.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
310.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
310.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
310.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
309.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
307.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
306.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
306.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
306.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
305.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
304.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
304.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
304.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
303.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
303.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
303.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
303.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
303.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
302.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
302.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
301.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
301.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
301.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
300.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
300.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
300.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
300.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
300.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
299.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
298.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
298.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
298.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
297.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
297.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
297.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
295.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
295.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
295.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
295.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
294.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
294.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
294.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
293.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
293.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
292.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
292.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
292.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
292.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
292.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
291.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
291.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
291.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
290.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
290.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
289.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
288.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
288.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
287.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
287.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
287.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
287.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
287.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
286.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
286.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
286.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
286.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
285.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
285.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
284.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
283.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
283.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
283.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
283.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
283.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
282.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
282.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
282.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
282.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
282.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
282.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
281.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
281.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
280.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
280.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
280.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
280.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
280.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
279.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
279.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
279.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
278.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
278.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
277.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
277.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
276.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
276.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
276.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
276.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
275.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
275.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
275.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
275.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
275.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
275.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
274.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
274.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
274.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
274.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
274.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
273.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
273.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
272.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
272.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
272.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
272.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
272.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
271.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
271.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
271.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
271.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
271.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
271.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
271.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
271.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
271.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
271.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
270.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
269.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
269.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
269.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
269.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
268.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
268.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
268.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
267.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
267.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
267.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
266.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
266.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
266.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
266.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
265.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
265.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
264.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
264.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
264.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
262.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
262.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
262.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
259.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
259.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
258.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
258.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
258.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
258.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
258.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
256.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
256.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
256.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
256.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
255.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
255.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
255.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
254.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
253.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
253.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
252.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
251.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
251.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
251.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
251.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
250.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
250.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
250.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
249.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
249.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
248.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
248.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
248.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
248.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
247.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
247.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
247.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
247.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
246.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
246.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
245.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
245.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
244.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
244.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
244.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
243.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
243.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
243.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
242.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
242.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
242.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
241.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
241.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
241.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
241.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
241.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
240.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
239.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
239.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
238.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
238.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
237.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
237.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
237.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
236.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
236.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
236.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
236.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
236.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
234.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
234.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
233.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
233.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
232.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
232.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
232.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
232.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
232.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
230.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
228.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
228.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
228.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
228.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
227.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
226.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
225.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
225.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
225.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
225.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
223.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
222.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
222.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
221.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
220.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
219.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
218.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
218.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
215.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
214.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
212.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
212.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
211.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
211.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
210.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
209.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
209.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
209.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
208.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
205.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
203.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
203.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
203.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
202.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
200.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
200.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
200.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
198.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
197.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
196.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
196.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
196.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
194.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
194.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
193.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
192.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
188.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
188.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
186.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
186.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
185.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
183.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
183.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
182.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
181.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
181.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
180.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
177.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
177.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
174.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
173.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
173.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
172.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
171.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
166.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
162.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
160.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
160.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
159.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
158.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
151.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
150.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
149.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
148.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
144.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
143.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
141.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
139.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
138.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
138.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
137.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
137.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
137.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
127.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
126.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
121.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
119.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
114.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
112.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
96.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
95.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
95.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
94.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
93.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
85.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
83.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
69.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
64.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 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.
SSR2 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
252.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
457.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
427.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
415.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
388.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
384.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
381.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
369.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
367.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
343.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
334.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
321.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
319.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
316.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
316.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
311.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
303.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
302.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
299.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
297.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
292.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
289.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
287.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
287.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
285.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
285.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
283.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
283.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
281.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
280.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
280.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
274.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
271.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
268.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
268.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
268.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
262.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
262.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
262.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
260.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
259.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
256.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
256.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
255.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
254.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
254.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
253.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
249.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
248.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
247.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
246.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
246.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
243.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
242.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
239.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
237.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
236.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
233.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
233.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
231.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
231.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
230.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
230.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
230.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
225.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
225.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
220.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
220.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
220.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
219.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
218.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
217.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
217.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
217.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
215.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
215.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
214.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
212.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
211.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
211.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
209.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
208.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
205.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
201.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
200.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
199.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
197.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
195.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
193.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
192.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
190.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
190.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
186.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
177.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
175.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
172.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
172.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
170.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
156.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
96.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SSR2 is potential prognostic, high expression is unfavorable 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
212.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
555.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
494.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
420.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
393.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
371.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
371.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
370.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
361.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
357.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
354.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
354.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
350.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
349.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
348.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
344.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
342.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
333.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
330.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
325.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
324.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
320.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
316.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
316.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
314.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
312.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
309.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
307.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
307.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
304.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
300.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
300.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
298.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
298.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
297.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
295.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
294.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
292.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
289.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
288.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
287.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
283.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
282.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
282.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
272.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
271.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
269.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
269.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
268.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
266.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
266.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
264.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
263.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
261.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
260.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
260.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
260.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
260.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
258.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
257.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
256.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
256.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
256.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
255.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
254.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
253.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
253.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
252.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
252.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
250.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
249.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
249.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
248.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
247.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
247.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
246.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
245.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
244.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
242.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
242.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
242.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
241.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
241.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
240.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
239.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
239.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
239.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
238.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
235.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
235.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
235.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
234.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
234.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
233.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
233.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
233.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
233.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
230.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
229.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
228.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
225.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
224.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
224.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
224.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
221.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
221.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
220.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
219.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
219.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
219.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
218.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
217.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
217.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
217.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
216.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
216.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
215.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
214.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
213.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
213.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
213.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
212.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
212.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
212.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
211.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
211.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
211.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
210.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
210.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
208.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
208.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
207.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
207.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
206.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
206.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
205.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
205.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
204.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
204.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
203.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
202.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
202.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
202.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
201.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
201.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
201.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
199.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
199.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
198.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
197.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
196.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
196.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
195.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
195.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
195.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
193.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
193.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
192.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
192.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
192.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
192.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
192.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
191.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
191.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
190.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
190.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
189.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
188.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
188.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
188.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
188.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
187.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
186.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
185.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
185.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
185.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
185.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
184.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
184.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
184.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
183.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
182.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
182.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
182.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
182.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
181.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
181.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
180.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
180.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
179.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
179.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
179.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
179.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
178.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
178.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
177.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
177.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
176.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
175.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
174.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
174.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
174.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
174.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
174.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
173.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
173.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
172.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
172.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
172.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
171.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
171.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
171.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
170.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
168.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
168.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
168.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
166.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
165.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
165.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
165.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
164.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
164.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
164.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
163.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
163.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
162.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
162.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
161.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
160.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
160.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
158.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
158.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
157.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
156.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
155.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
154.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
154.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
152.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
149.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
149.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
148.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
148.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
147.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
146.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
146.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
145.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
143.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
143.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
143.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
142.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
142.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
141.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
140.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
140.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
136.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
136.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
134.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
132.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
130.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
128.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
127.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
126.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
124.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
123.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
122.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
122.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
122.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
120.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
118.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
111.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
109.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
108.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
107.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
103.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
98.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
97.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
96.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
90.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
84.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
39.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
39.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
2.3
CPT0001180009
Tumor
1.5
CPT0002350011
Tumor
1.4
CPT0081880003
Tumor
1.3
CPT0076330003
Tumor
1.3
CPT0075130003
Tumor
1.3
CPT0007860003
Tumor
1.2
CPT0092190003
Normal
1.1
CPT0075170001
Normal
1.0
CPT0088690003
Tumor
1.0
CPT0084560003
Tumor
0.9
CPT0023350003
Tumor
0.9
CPT0000640003
Tumor
0.9
CPT0025290003
Tumor
0.9
CPT0065870003
Tumor
0.9
CPT0079410003
Tumor
0.9
CPT0084590001
Normal
0.8
CPT0025880003
Tumor
0.8
CPT0012900004
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0021240003
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0014470001
Normal
0.7
CPT0007320003
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0086870003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0081600003
Tumor
0.7
CPT0092790003
Tumor
0.7
CPT0065930003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0025170003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0014450004
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0014130001
Normal
0.5
CPT0015730003
Tumor
0.5
CPT0092740003
Normal
0.4
CPT0089040001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0025580004
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0088630003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0086830003
Normal
0.4
CPT0086030003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0023690003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0063330001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0025050003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0088480003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0001190001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0088780001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0023360001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0088900003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0088500001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0078940001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0076350001
Normal
-0.5
CPT0001260009
Tumor
-0.5
CPT0078800003
Tumor
-0.5
CPT0075570001
Normal
-0.5
CPT0017450001
Normal
-0.6
CPT0010160003
Tumor
-0.6
CPT0010170001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0007870001
Normal
-0.7
CPT0025610001
Normal
-0.7
CPT0077110003
Tumor
-0.7
CPT0001270001
Normal
-0.8
CPT0006630003
Tumor
-0.8
CPT0077500001
Normal
-0.8
CPT0002370001
Normal
-0.8
CPT0078670001
Normal
-0.9
CPT0006440003
Tumor
-1.0
CPT0006900003
Tumor
-1.1
CPT0011410003
Tumor
-1.2
CPT0078530001
Normal
-1.5
CPT0078660003
Tumor
-1.5
CPT0081990003
Tumor
-1.7
CPT0069010001
Normal
-2.0
CPT0082010001
Normal
-2.0
CPT0069000003
Tumor
-2.1
CPT0069160003
Tumor
-2.2
CPT0078510003
Tumor
-2.8
CPT0069190001
Normal
-3.2
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0000890001
Normal
N/A
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.
The Human Protein Atlas project is funded
