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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.
SS18 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
34.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
78.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
78.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
70.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
68.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
64.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
62.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
55.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
54.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
47.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
47.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
44.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
43.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
43.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
43.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
42.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
41.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
40.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
37.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
35.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
35.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
34.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
33.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
32.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
30.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
26.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
26.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
22.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
22.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
21.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
20.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
20.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
SS18 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
69.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
64.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
57.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
56.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
52.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
51.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
45.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
45.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
44.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
44.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
44.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
43.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
43.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
43.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
43.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
43.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
42.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
41.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
41.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
41.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
41.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
40.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
39.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
39.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
39.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
39.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
39.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
39.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
39.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
39.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
39.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
39.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
38.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
38.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
37.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
37.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
36.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
35.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
35.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
35.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
35.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
35.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
35.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
35.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
34.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
34.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
34.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
34.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
34.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
33.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
33.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
33.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
33.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
33.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
33.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
32.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
32.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
32.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
32.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
32.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
32.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
32.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
32.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
31.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
31.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
31.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
31.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
31.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
31.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
31.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
31.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
31.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
30.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
30.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
30.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
30.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
30.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
30.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
30.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
29.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
29.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
29.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
29.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
29.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
29.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
29.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
28.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
28.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
28.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
28.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
28.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
28.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
27.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
27.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
27.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
27.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
27.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
27.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
27.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
26.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
26.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
26.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
26.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
26.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
26.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
26.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
25.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
25.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
25.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
25.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
25.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
25.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
24.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
24.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
24.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
24.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
24.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
23.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
23.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
23.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
23.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
23.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
22.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
22.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
22.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
22.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
21.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
19.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
17.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
16.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
16.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
13.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
SS18 is potential prognostic, high expression is favorable 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
30.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
53.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
48.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
45.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
45.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
45.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
44.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
43.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
43.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
42.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
41.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
40.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
40.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
39.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
39.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
37.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
37.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
37.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
36.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
35.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
33.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
33.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
33.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
32.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
32.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
32.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
30.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
26.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
20.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
SS18 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
26.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
127.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
92.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
87.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
79.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
77.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
69.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
65.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
55.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
51.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
51.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
51.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
49.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
47.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
46.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
44.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
44.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
43.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
43.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
43.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
42.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
41.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
41.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
40.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
39.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
39.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
38.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
38.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
37.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
36.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
36.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
36.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
35.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
35.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
35.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
34.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
33.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
33.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
33.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
33.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
33.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
33.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
32.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
32.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
32.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
32.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
32.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
31.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
30.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
30.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
30.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
29.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
29.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
29.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
28.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
28.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
27.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
27.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
27.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
27.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
27.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
26.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
25.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
25.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
25.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
25.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
25.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
24.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
24.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
23.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
23.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
23.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
23.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
23.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
22.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
22.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
22.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
21.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
21.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
20.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
19.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
19.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
17.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
17.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
16.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
15.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
15.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
14.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
14.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
7.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012640003
Normal
0.5
CPT0012180003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0017850003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0085670003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0077320001
Normal
0.4
CPT0071150004
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0088900003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0077490003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0075170001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0079510001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0012570003
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0079410003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0014130001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0092290003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0063640001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0025170003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0065750003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0086030003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
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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
