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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SDF2 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
9.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
32.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
30.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
24.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
SDF2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
50.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
49.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
37.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
34.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
34.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
34.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
32.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
32.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
30.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
29.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
27.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
27.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
27.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
26.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
26.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
25.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
24.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
24.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
24.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
24.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
23.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
23.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
22.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
22.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
21.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
21.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
21.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
21.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
21.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
20.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
19.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
19.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
15.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
15.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
SDF2 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
18.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
37.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
24.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
24.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
20.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
19.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
17.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
17.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
16.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
15.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
SDF2 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
30.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
112.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
94.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
88.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
84.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
79.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
73.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
68.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
67.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
66.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
65.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
63.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
63.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
62.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
61.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
59.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
58.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
57.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
57.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
56.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
55.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
55.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
54.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
54.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
53.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
50.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
50.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
50.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
49.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
48.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
47.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
47.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
47.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
47.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
46.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
46.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
46.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
44.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
44.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
43.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
42.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
42.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
42.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
41.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
41.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
41.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
41.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
41.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
41.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
41.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
40.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
40.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
39.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
39.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
39.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
39.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
39.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
39.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
39.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
39.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
38.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
38.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
38.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
38.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
38.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
37.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
37.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
37.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
36.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
36.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
36.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
36.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
35.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
35.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
35.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
35.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
34.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
34.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
33.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
33.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
33.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
33.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
33.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
32.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
32.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
32.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
32.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
32.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
32.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
32.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
32.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
32.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
31.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
31.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
31.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
31.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
30.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
30.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
30.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
29.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
28.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
28.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
28.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
27.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
27.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
26.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
26.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
25.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
25.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
25.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
24.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
22.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
20.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
18.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
18.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
12.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
6.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
3.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.1
CPT0001340003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0023350003
Tumor
0.7
CPT0001270001
Normal
0.6
CPT0084560003
Tumor
0.6
CPT0001190001
Normal
0.6
CPT0025110003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0075170001
Normal
0.6
CPT0075720003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0065820001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0015730003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0065430003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0014130001
Normal
0.4
CPT0001540009
Tumor
0.4
CPT0078530001
Normal
0.4
CPT0088480003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0081880003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0025350003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0077310003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0025610001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0006440003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0086830003
Normal
0.0
CPT0084590001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0077140001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0000640003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0000870016
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0063320003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0007860003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0078800003
Tumor
-0.3
CPT0063330001
Normal
-0.4
CPT0019990003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0088970003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0009080003
Normal
-0.5
CPT0089460004
Tumor
-0.6
CPT0014470001
Normal
-0.6
CPT0078930003
Tumor
-0.6
CPT0064370003
Tumor
-0.6
CPT0012900004
Tumor
-0.7
CPT0079380003
Tumor
-0.9
CPT0023690003
Tumor
-1.0
CPT0079180003
Tumor
-1.0
CPT0014450004
Tumor
-1.0
CPT0012570003
Normal
-1.1
CPT0012550003
Tumor
-1.1
CPT0024680001
Normal
-1.1
CPT0013790003
Normal
-1.1
CPT0011240003
Tumor
-1.1
CPT0012770003
Normal
-1.1
CPT0012370003
Tumor
-1.5
CPT0024670003
Tumor
-1.9
CPT0088570001
Normal
-2.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
