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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.
GGH 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
3.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
51.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
32.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
4.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGH 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
17.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
123.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
119.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
116.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
96.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
91.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
84.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
78.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
73.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
67.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
66.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
62.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
60.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
58.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
56.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
51.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
50.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
48.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
46.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
44.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
44.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
42.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
41.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
41.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
40.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
40.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
40.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
39.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
39.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
38.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
38.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
37.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
37.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
37.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
36.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
35.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
35.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
34.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
33.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
33.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
33.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
33.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
32.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
32.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
31.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
31.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
30.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
30.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
29.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
28.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
27.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
27.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
26.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
26.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
26.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
25.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
25.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
24.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
23.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
22.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
22.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
22.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
21.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
21.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
21.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
19.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
19.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
18.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
15.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
11.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
10.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
10.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
9.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
9.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
8.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
8.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
8.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
7.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
7.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
7.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
7.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
6.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
6.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
6.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
6.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
6.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
6.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
6.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
6.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
5.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
5.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
5.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
5.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
4.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
4.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
3.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
3.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
2.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
GGH is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
125.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
117.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
114.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
89.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
58.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
55.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
51.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
50.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
47.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
45.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
43.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
39.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
37.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
35.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
34.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
31.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
27.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
27.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
24.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
23.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
21.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
21.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
18.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
15.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
15.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
9.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
9.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
7.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
6.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
6.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
5.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 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.
GGH 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
15.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
92.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
52.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
51.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
49.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
46.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
46.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
46.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
43.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
43.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
41.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
40.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
40.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
39.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
38.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
37.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
35.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
34.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
33.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
33.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
32.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
29.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
29.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
28.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
28.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
28.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
27.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
27.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
27.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
26.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
25.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
21.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
19.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
17.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
14.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
12.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
11.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
10.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
8.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
7.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
7.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
6.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
6.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
5.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
5.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
4.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
4.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
4.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
4.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
4.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
3.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
2.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026420001
Normal
1.5
CPT0006730001
Normal
1.4
CPT0092800003
Normal
1.3
CPT0010170001
Normal
1.3
CPT0081620001
Normal
1.2
CPT0063330001
Normal
1.2
CPT0086970003
Normal
1.2
CPT0088920001
Normal
1.2
CPT0024680001
Normal
1.1
CPT0025060001
Normal
1.1
CPT0082010001
Normal
1.1
CPT0088780001
Normal
1.1
CPT0000790001
Normal
1.0
CPT0018250001
Normal
1.0
CPT0078840001
Normal
1.0
CPT0087050003
Normal
1.0
CPT0069010001
Normal
0.9
CPT0020130001
Normal
0.9
CPT0007870001
Normal
0.9
CPT0065820001
Normal
0.9
CPT0007470001
Normal
0.9
CPT0089480003
Normal
0.9
CPT0063640001
Normal
0.9
CPT0012770003
Normal
0.9
CPT0077140001
Normal
0.9
CPT0066520001
Normal
0.9
CPT0006950001
Normal
0.9
CPT0014350001
Normal
0.9
CPT0000890001
Normal
0.8
CPT0013790003
Normal
0.8
CPT0077500001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0012920003
Normal
0.8
CPT0066430001
Normal
0.8
CPT0079430001
Normal
0.7
CPT0010120001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0001230001
Normal
0.7
CPT0089040001
Normal
0.7
CPT0009080003
Normal
0.6
CPT0025920001
Normal
0.6
CPT0012570003
Normal
0.6
CPT0020020001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0014470001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0012640003
Normal
0.6
CPT0012290003
Normal
0.6
CPT0000660001
Normal
0.6
CPT0002370001
Normal
0.6
CPT0025610001
Normal
0.5
CPT0001550001
Normal
0.5
CPT0075170001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0078530001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0088640003
Normal
0.4
CPT0078940001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0023360001
Normal
0.4
CPT0075570001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0001270001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0006530001
Normal
0.1
CPT0084590001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0086830003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0069190001
Normal
-0.3
CPT0025170003
Tumor
-0.3
CPT0017850003
Tumor
-0.4
CPT0079510001
Normal
-0.5
CPT0019990003
Tumor
-0.5
CPT0092190003
Normal
-0.6
CPT0001500009
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0078510003
Tumor
-0.6
CPT0064370003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0076330003
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0077310003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0014160003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0012550003
Tumor
-0.9
CPT0089020003
Tumor
-0.9
CPT0092790003
Tumor
-1.0
CPT0065930003
Tumor
-1.0
CPT0079410003
Tumor
-1.0
CPT0007860003
Tumor
-1.0
CPT0063630003
Tumor
-1.0
CPT0009060003
Tumor
-1.0
CPT0007320003
Tumor
-1.0
CPT0078930003
Tumor
-1.0
CPT0086950003
Tumor
-1.0
CPT0092290003
Tumor
-1.0
CPT0086360003
Tumor
-1.0
CPT0006900003
Tumor
-1.1
CPT0069160003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0001260009
Tumor
-1.1
CPT0010160003
Tumor
-1.1
CPT0014450004
Tumor
-1.1
CPT0087040003
Tumor
-1.1
CPT0089460004
Tumor
-1.1
CPT0012670003
Tumor
-1.1
CPT0065810003
Tumor
-1.2
CPT0078830003
Tumor
-1.2
CPT0088760003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0011240003
Tumor
-1.2
CPT0015910003
Tumor
-1.3
CPT0025580004
Tumor
-1.3
CPT0078800003
Tumor
-1.3
CPT0088690003
Tumor
-1.3
CPT0092730003
Tumor
-1.3
CPT0065750003
Tumor
-1.3
CPT0012180003
Tumor
-1.3
CPT0001220008
Tumor
-1.3
CPT0001340003
Tumor
-1.3
CPT0019130003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0012900004
Tumor
-1.4
CPT0079230003
Tumor
-1.4
CPT0025290003
Tumor
-1.4
CPT0012080003
Tumor
-1.4
CPT0010110003
Tumor
-1.4
CPT0024670003
Tumor
-1.4
CPT0023350003
Tumor
-1.5
CPT0000780007
Tumor
-1.5
CPT0020120003
Tumor
-1.5
CPT0079180003
Tumor
-1.5
CPT0002270011
Tumor
-1.5
CPT0079480003
Tumor
-1.5
CPT0065690003
Tumor
-1.5
CPT0000870016
Tumor
-1.5
CPT0079270003
Tumor
-1.5
CPT0071150004
Tumor
-1.5
CPT0081600003
Tumor
-1.5
CPT0081990003
Tumor
-1.5
CPT0025880003
Tumor
-1.5
CPT0081880003
Tumor
-1.6
CPT0088900003
Tumor
-1.6
CPT0012280003
Tumor
-1.6
CPT0065430003
Tumor
-1.6
CPT0021240003
Tumor
-1.6
CPT0015730003
Tumor
-1.6
CPT0075130003
Tumor
-1.6
CPT0017410003
Tumor
-1.7
CPT0065870003
Tumor
-1.7
CPT0006440003
Tumor
-1.7
CPT0088630003
Tumor
-1.7
CPT0088550004
Tumor
-1.7
CPT0011410003
Tumor
-1.7
CPT0009000003
Tumor
-1.7
CPT0077490003
Tumor
-1.7
CPT0012370003
Tumor
-1.7
CPT0086820003
Tumor
-1.8
CPT0000640003
Tumor
-1.8
CPT0069000003
Tumor
-1.8
CPT0014370004
Tumor
-1.8
CPT0084560003
Tumor
-1.8
CPT0015810003
Tumor
-1.8
CPT0077110003
Tumor
-1.8
CPT0025050003
Tumor
-1.8
CPT0001180009
Tumor
-1.9
CPT0078660003
Tumor
-1.9
CPT0086030003
Tumor
-1.9
CPT0078990003
Tumor
-1.9
CPT0088970003
Tumor
-1.9
CPT0001540009
Tumor
-2.0
CPT0025110003
Tumor
-2.1
CPT0026410003
Tumor
-2.1
CPT0086870003
Tumor
-2.2
CPT0025350003
Tumor
-2.3
CPT0025230003
Tumor
-2.3
CPT0079380003
Tumor
-2.4
CPT0085670003
Tumor
-2.7
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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
