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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.
DYNC2I1 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
12.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
105.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
42.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
36.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
31.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
26.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
25.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
24.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
15.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.4
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.
DYNC2I1 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
12.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
60.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
59.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
48.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
42.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
40.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
40.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
34.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
34.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
33.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
33.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
29.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
27.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
26.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
26.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
25.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
24.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
21.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
21.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
19.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
19.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
19.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
16.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
12.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
10.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
10.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
9.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
9.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
8.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
7.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
7.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
7.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
6.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
6.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
6.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
6.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
6.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
6.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
6.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
6.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
6.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
5.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
5.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
5.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
5.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
5.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
5.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
4.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
4.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
4.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
4.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
3.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
3.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
3.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
DYNC2I1 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
22.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
63.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
41.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
40.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
38.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
36.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
32.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
30.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
29.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
29.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
28.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
28.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
22.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
21.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
18.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
15.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
10.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
9.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
DYNC2I1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
96.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
94.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
66.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
54.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
51.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
49.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
48.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
45.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
43.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
41.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
38.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
33.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
31.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
29.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
29.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
27.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
27.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
26.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
26.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
26.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
26.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
24.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
23.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
21.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
20.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
19.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
19.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
18.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
18.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
17.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
11.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
9.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
9.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
8.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
6.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
5.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
4.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
4.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
