We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TFDP2 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
15.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
41.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
31.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
30.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
23.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 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.
TFDP2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
59.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
48.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
43.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
41.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
37.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
36.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
35.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
35.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
34.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
33.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
32.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
32.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
31.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
29.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
29.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
27.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
26.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
25.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
24.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
24.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
23.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
23.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
22.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
22.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
20.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
20.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
19.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
19.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
19.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
15.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
15.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
15.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
15.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
14.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
13.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
12.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
12.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
6.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
5.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
4.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
TFDP2 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
17.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
32.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
29.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
27.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
20.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
13.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
11.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
7.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
7.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
6.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 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.
TFDP2 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
22.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
79.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
77.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
74.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
74.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
73.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
70.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
67.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
65.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
54.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
54.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
53.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
50.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
48.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
46.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
42.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
42.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
41.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
40.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
40.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
40.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
38.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
38.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
37.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
37.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
37.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
37.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
37.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
36.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
36.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
36.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
35.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
35.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
35.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
34.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
34.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
31.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
30.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
29.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
29.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
29.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
27.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
27.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
27.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
26.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
26.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
26.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
26.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
25.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
25.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
24.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
24.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
23.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
22.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
22.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
21.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
21.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
20.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
20.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
18.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
17.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
17.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
13.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023690003
Tumor
1.4
CPT0078510003
Tumor
1.2
CPT0020120003
Tumor
1.0
CPT0023710001
Normal
0.8
CPT0019990003
Tumor
0.7
CPT0092290003
Tumor
0.7
CPT0014160003
Tumor
0.6
CPT0088920001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0025580004
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0079000001
Normal
0.5
CPT0025170003
Tumor
0.5
CPT0014350001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0089460004
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0078840001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0087050003
Normal
0.4
CPT0079430001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0017450001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0079480003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0006730001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0025920001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0088570001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0025290003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0066430001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0071150004
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0063640001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0078660003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0063320003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0002350011
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0077110003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0089040001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0006630003
Tumor
-0.4
CPT0081620001
Normal
-0.4
CPT0078830003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0012090003
Normal
-0.4
CPT0025110003
Tumor
-0.4
CPT0088500001
Normal
-0.5
CPT0086870003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0020130001
Normal
-0.6
CPT0088690003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0077490003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0088630003
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0019130003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0069160003
Tumor
-0.9
CPT0088900003
Tumor
-0.9
CPT0079380003
Tumor
-0.9
CPT0065750003
Tumor
-0.9
CPT0012080003
Tumor
-0.9
CPT0012280003
Tumor
-1.0
CPT0015730003
Tumor
-1.0
CPT0086030003
Tumor
-1.2
CPT0018250001
Normal
-1.7
CPT0012640003
Normal
-1.9
CPT0000790001
Normal
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0086830003
Normal
N/A
CPT0012570003
Normal
N/A
CPT0000780007
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0065450001
Normal
N/A
CPT0007470001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0001540009
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
