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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCAIM 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
10.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
20.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
19.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
15.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
13.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
13.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.2
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.
TCAIM is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
38.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
28.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
25.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
23.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
17.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
11.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
11.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
11.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
10.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
10.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
10.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
10.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
9.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
9.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
9.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
9.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
9.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
9.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
9.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
9.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
8.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
8.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
8.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
8.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
8.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
8.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
8.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
7.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
7.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
7.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
7.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
7.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
7.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
7.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
7.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
7.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
7.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
7.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
7.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
7.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
7.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
6.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
6.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
6.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
6.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
6.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
6.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
6.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
6.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
6.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
6.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
6.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
6.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
6.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
5.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
5.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
5.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
5.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
5.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
5.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
5.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
5.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
5.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
5.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
5.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
5.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
5.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
5.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
5.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
5.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
5.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
4.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
4.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
4.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
4.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
TCAIM 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
10.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
16.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
14.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
12.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
11.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
11.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
10.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
10.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
10.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
9.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
9.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
9.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
8.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
8.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
8.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
7.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
7.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
7.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
7.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
7.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
6.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
6.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
4.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
TCAIM is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
64.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
42.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
36.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
34.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
29.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
26.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
24.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
24.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
22.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
21.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
21.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
20.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
20.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
20.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
19.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
18.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
17.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
17.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
17.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
15.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
14.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
13.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
12.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
12.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
11.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
10.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
9.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
9.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
9.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
6.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
6.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
3.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
2.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009080003
Normal
1.1
CPT0078840001
Normal
1.1
CPT0069010001
Normal
1.0
CPT0023710001
Normal
0.9
CPT0002270011
Tumor
0.9
CPT0026420001
Normal
0.9
CPT0077500001
Normal
0.9
CPT0092740003
Normal
0.9
CPT0066430001
Normal
0.9
CPT0010170001
Normal
0.9
CPT0077140001
Normal
0.9
CPT0092800003
Normal
0.8
CPT0012770003
Normal
0.8
CPT0078940001
Normal
0.8
CPT0075570001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0088780001
Normal
0.8
CPT0007870001
Normal
0.7
CPT0087050003
Normal
0.7
CPT0086970003
Normal
0.7
CPT0088920001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0012570003
Normal
0.7
CPT0065450001
Normal
0.7
CPT0088640003
Normal
0.6
CPT0025060001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0064400001
Normal
0.6
CPT0009020003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0006730001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0014470001
Normal
0.5
CPT0086830003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0017450001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0025610001
Normal
0.4
CPT0012280003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0020130001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0078670001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0066520001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0006530001
Normal
0.2
CPT0006900003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0079300001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0089020003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0012290003
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0010120001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0065820001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0015910003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0077320001
Normal
-0.5
CPT0000870016
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0000780007
Tumor
-0.5
CPT0007860003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0088760003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0014450004
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0069160003
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0086360003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0088970003
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0065430003
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0010160003
Tumor
-0.8
CPT0079180003
Tumor
-0.8
CPT0081600003
Tumor
-0.8
CPT0084590001
Normal
-0.8
CPT0024670003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0006440003
Tumor
-0.8
CPT0009000003
Tumor
-0.8
CPT0012180003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0078930003
Tumor
-0.9
CPT0007320003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0086870003
Tumor
-0.9
CPT0025880003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0026410003
Tumor
-0.9
CPT0001260009
Tumor
-0.9
CPT0002350011
Tumor
-0.9
CPT0078990003
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0012370003
Tumor
-1.0
CPT0088550004
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0014370004
Tumor
-1.0
CPT0017410003
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0017850003
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0001540009
Tumor
-1.1
CPT0088630003
Tumor
-1.1
CPT0086820003
Tumor
-1.2
CPT0065750003
Tumor
-1.2
CPT0079230003
Tumor
-1.2
CPT0077110003
Tumor
-1.2
CPT0086030003
Tumor
-1.2
CPT0085670003
Tumor
-1.2
CPT0001180009
Tumor
-1.2
CPT0015730003
Tumor
-1.3
CPT0025230003
Tumor
-1.3
CPT0077490003
Tumor
-1.3
CPT0015810003
Tumor
-1.4
CPT0079380003
Tumor
-1.4
CPT0078830003
Tumor
-1.5
CPT0065870003
Tumor
-1.5
CPT0075560003
Tumor
-1.5
CPT0084560003
Tumor
-1.8
CPT0023690003
Tumor
-1.9
CPT0065690003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0081880003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
