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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.
DYNC2LI1 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
12.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
47.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
44.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
36.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
26.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
26.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
5.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
DYNC2LI1 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
28.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
148.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
100.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
91.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
85.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
84.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
73.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
68.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
68.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
67.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
67.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
66.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
63.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
62.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
61.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
56.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
56.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
55.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
55.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
53.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
53.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
53.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
53.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
53.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
52.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
52.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
50.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
49.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
48.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
48.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
47.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
46.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
46.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
46.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
46.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
46.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
45.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
45.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
45.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
44.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
44.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
43.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
43.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
43.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
42.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
42.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
42.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
41.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
41.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
41.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
41.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
40.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
40.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
40.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
39.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
39.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
39.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
39.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
39.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
39.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
38.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
38.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
38.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
38.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
37.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
37.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
37.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
37.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
37.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
36.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
36.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
36.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
36.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
36.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
36.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
36.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
36.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
36.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
36.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
35.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
35.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
35.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
35.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
34.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
34.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
34.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
34.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
34.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
33.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
33.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
33.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
33.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
33.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
33.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
33.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
32.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
32.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
32.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
32.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
32.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
32.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
32.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
32.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
32.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
32.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
32.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
31.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
31.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
31.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
31.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
31.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
31.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
31.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
31.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
31.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
30.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
30.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
29.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
29.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
29.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
29.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
29.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
29.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
29.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
29.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
28.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
28.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
28.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
28.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
28.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
27.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
27.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
27.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
26.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
26.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
26.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
26.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
25.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
25.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
25.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
24.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
24.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
24.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
24.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
24.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
24.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
23.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
23.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
23.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
23.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
23.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
22.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
20.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
20.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
19.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
19.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
18.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
18.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
16.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
15.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNC2LI1 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
46.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
94.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
92.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
86.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
85.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
76.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
74.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
72.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
71.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
71.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
68.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
68.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
68.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
67.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
67.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
65.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
64.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
64.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
64.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
61.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
61.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
60.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
59.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
59.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
59.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
58.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
58.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
57.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
55.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
54.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
51.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
49.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
49.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
49.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
48.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
47.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
47.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
46.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
45.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
43.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
43.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
41.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
40.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
39.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
38.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
37.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
36.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
34.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
34.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
30.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
DYNC2LI1 is potential prognostic, high expression is favorable 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
75.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
316.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
225.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
212.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
203.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
193.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
190.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
181.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
181.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
179.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
177.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
173.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
172.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
171.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
168.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
164.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
163.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
163.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
163.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
162.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
161.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
161.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
158.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
155.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
155.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
154.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
153.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
152.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
149.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
149.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
147.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
146.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
144.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
143.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
142.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
139.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
138.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
137.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
137.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
135.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
135.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
135.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
133.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
131.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
128.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
128.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
125.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
125.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
125.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
124.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
124.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
120.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
118.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
117.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
117.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
117.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
116.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
115.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
115.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
115.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
114.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
114.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
113.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
113.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
113.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
112.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
111.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
110.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
110.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
108.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
107.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
107.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
107.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
106.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
106.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
106.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
105.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
105.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
104.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
103.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
102.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
102.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
101.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
101.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
100.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
100.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
99.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
99.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
98.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
97.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
96.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
95.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
95.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
95.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
93.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
92.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
91.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
91.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
90.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
90.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
89.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
89.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
89.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
88.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
88.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
88.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
87.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
87.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
87.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
87.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
85.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
84.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
83.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
83.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
82.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
82.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
82.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
81.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
80.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
79.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
78.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
78.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
77.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
77.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
77.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
76.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
76.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
76.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
75.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
75.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
74.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
74.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
73.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
73.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
73.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
71.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
71.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
71.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
71.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
71.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
71.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
70.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
68.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
67.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
67.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
66.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
66.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
66.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
65.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
64.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
63.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
62.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
62.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
62.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
62.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
61.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
59.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
58.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
58.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
58.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
57.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
57.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
57.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
56.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
52.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
50.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
50.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
50.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
49.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
49.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
49.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
48.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
46.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
44.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
44.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
44.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
44.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
43.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
42.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
42.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
42.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
41.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
41.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
41.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
40.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
40.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
39.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
37.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
37.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
37.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
36.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
33.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
33.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
33.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
33.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
33.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
32.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
32.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
30.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
30.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
29.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
29.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
28.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
28.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
27.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
26.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
25.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
24.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
23.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
23.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
23.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
20.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
19.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
15.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
1.2
CPT0078800003
Tumor
1.0
CPT0078830003
Tumor
0.7
CPT0000870016
Tumor
0.6
CPT0079230003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0017410003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0012670003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0086820003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0079410003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0075170001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0092190003
Normal
0.1
CPT0012570003
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0076350001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0086360003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0025230003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0012550003
Tumor
-0.3
CPT0086970003
Normal
-0.3
CPT0065690003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0066480003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0001340003
Tumor
-0.5
CPT0079180003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0078660003
Tumor
-0.7
CPT0081880003
Tumor
-1.4
CPT0075560003
Tumor
-1.6
CPT0088570001
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0088920001
Normal
N/A
CPT0014450004
Tumor
N/A
CPT0079300001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
