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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.
SPPL3 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
26.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
66.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
55.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
52.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
47.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
45.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
44.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
43.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
40.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
38.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
37.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
36.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
34.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
31.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
31.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
30.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
29.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
28.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
26.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
26.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
22.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
22.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
20.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
19.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
SPPL3 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
22.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
45.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
45.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
43.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
43.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
42.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
41.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
40.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
40.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
39.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
39.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
38.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
38.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
38.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
37.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
37.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
37.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
36.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
36.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
36.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
36.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
36.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
35.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
35.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
35.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
35.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
34.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
34.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
34.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
34.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
34.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
33.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
33.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
33.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
33.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
32.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
32.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
32.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
32.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
32.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
31.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
31.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
31.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
31.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
31.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
31.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
31.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
31.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
31.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
31.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
31.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
31.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
31.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
31.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
30.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
30.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
30.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
30.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
30.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
29.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
29.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
29.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
29.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
29.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
29.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
29.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
29.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
28.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
28.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
28.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
28.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
28.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
27.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
27.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
27.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
26.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
26.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
26.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
26.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
26.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
26.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
25.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
25.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
25.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
25.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
25.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
25.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
25.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
25.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
25.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
25.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
25.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
24.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
24.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
24.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
24.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
23.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
22.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
22.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
22.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
22.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
21.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
20.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
19.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
19.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
19.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
18.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
18.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
18.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
18.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
17.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPPL3 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
26.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
44.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
40.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
40.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
38.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
34.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
33.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
33.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
32.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
32.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
31.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
31.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
30.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
30.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
30.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
30.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
28.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
25.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
24.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
21.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.6
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.
SPPL3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
60.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
60.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
59.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
56.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
53.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
47.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
47.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
46.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
45.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
44.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
43.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
43.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
42.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
40.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
39.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
39.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
38.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
38.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
37.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
37.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
37.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
36.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
35.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
35.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
35.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
34.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
34.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
34.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
34.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
33.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
33.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
32.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
32.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
31.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
31.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
31.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
31.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
30.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
30.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
30.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
30.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
29.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
29.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
29.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
29.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
28.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
28.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
28.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
28.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
27.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
27.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
26.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
26.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
26.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
26.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
26.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
25.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
25.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
24.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
23.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
23.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
22.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
22.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
21.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
19.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
19.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
16.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
16.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
11.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.8
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
